From 9ca2a8f830cb18554f75ddd2496024845788236b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jo=C3=ABl=20Lefebvre?= Date: Fri, 19 Jan 2024 17:43:55 -0500 Subject: [PATCH] Adding old code from our gitlab --- data/phantom2d_circle.tif | Bin 0 -> 262320 bytes linumpy/filters/__init__.py | 17 + linumpy/filters/_riesz.py | 408 +++++++++++++++++ linumpy/filters/_steerable.py | 467 ++++++++++++++++++++ linumpy/io/nifti.py | 52 +++ linumpy/preproc/__init__.py | 0 linumpy/preproc/orientation.py | 172 +++++++ linumpy/utils/__init__.py | 0 linumpy/utils/__multiple_shell_sampling.py | 331 ++++++++++++++ linumpy/utils/extractROI.py | 99 +++++ linumpy/utils/normalization.py | 21 + linumpy/viz/__init__.py | 0 linumpy/viz/annotation.py | 41 ++ linumpy/viz/odf_viz.py | 199 +++++++++ notebooks/example_extract_ROI.ipynb | 114 +++++ notebooks/example_merge_channels.ipynb | 136 ++++++ notebooks/example_steerable_energy_2d.ipynb | 240 ++++++++++ old/.gitlab-ci.yml | 48 ++ requirements.txt | 8 +- scripts/linum_extract_orientation.py | 84 ++++ scripts/linum_generate_odf.py | 112 +++++ setup.py | 2 +- tests/__init__.py | 0 tests/test_linum_extract_orientation.py | 11 + tests/test_linum_generate_odf.py | 7 + 25 files changed, 2567 insertions(+), 2 deletions(-) create mode 100644 data/phantom2d_circle.tif create mode 100644 linumpy/filters/__init__.py create mode 100644 linumpy/filters/_riesz.py create mode 100644 linumpy/filters/_steerable.py create mode 100644 linumpy/io/nifti.py create mode 100644 linumpy/preproc/__init__.py create mode 100644 linumpy/preproc/orientation.py create mode 100644 linumpy/utils/__init__.py create mode 100644 linumpy/utils/__multiple_shell_sampling.py create mode 100644 linumpy/utils/extractROI.py create mode 100644 linumpy/utils/normalization.py create mode 100644 linumpy/viz/__init__.py create mode 100644 linumpy/viz/annotation.py create mode 100644 linumpy/viz/odf_viz.py create mode 100644 notebooks/example_extract_ROI.ipynb create mode 100644 notebooks/example_merge_channels.ipynb create mode 100644 notebooks/example_steerable_energy_2d.ipynb create mode 100644 old/.gitlab-ci.yml create mode 100755 scripts/linum_extract_orientation.py create mode 100644 scripts/linum_generate_odf.py create mode 100644 tests/__init__.py create mode 100644 tests/test_linum_extract_orientation.py create mode 100644 tests/test_linum_generate_odf.py diff --git a/data/phantom2d_circle.tif b/data/phantom2d_circle.tif new file mode 100644 index 0000000000000000000000000000000000000000..722cffcbe20ad239dc6cde76ffd87fcaec743757 GIT binary patch literal 262320 zcmeFa4ZN;hUDx?Mk`X#)#Hf)O5s?y;$`E5D=e~0obI6F4G*i>?H7Ohm2gOJpZJyEy zo5v)=!j}>ak`x_GG<6<}d<&Hn8&pza#0Zd}NXTU7`~B{FUF^NjJ}>*6eee6;=dAtt z>~rpY-Pc;zTL1Nb{r&%IU5|hK9l!66JMQ>Rcf9u<@4DkR@aax|{b%#}&O7eB^U&w_ zxZ^&3{kyp5H*P+2^PRu>j`!gD@8tKZ@4WxG|Bi3J^ZgFp^Zo~)eZZX`u(^k)-1)@K zJ@(AcZq^u=8H@b@~nW&S%UFexx8 zFexx8Fexx8Fexx8Fe$J%6u9*2?|9Z@KI+RK`;lLE=a*l4!@vG#4(!tN9`U1>9`P9u 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the local orientation with the Riesz-based 2D Hessian matrix + Parameters + ---------- + img : ndarray + 2D image to process + Returns + ------- + (2,) tuple + Contains the local amplitude and angle as ndarrays + """ + # Normalizing the input image + img = (img.astype(np.float32) - img.min()) / (img.max() - img.min()) + + # Compute the image Fourier transform (and normalizing the input) + img_fft = fftshift(fft2((img))) + + # Generate the Riesz kernels + rieszKernels = get_riesz_kernels(img.shape) + + # Generate the 2nd derivatives + r11 = get_higher_order_riesz(rieszKernels, (1, 1)) + r20 = get_higher_order_riesz(rieszKernels, (2, 0)) + r02 = get_higher_order_riesz(rieszKernels, (0, 2)) + + # Compute the structure tensor elements + h11 = ifft2(ifftshift(r20 * img_fft)).real + h12 = ifft2(ifftshift(r11 * img_fft)).real + h22 = ifft2(ifftshift(r02 * img_fft)).real + + # Compute the amplitude and orientation + amplitude = h11 + h22 + orientation = np.stack([h22 - h11, 2 * h12], axis=-1) + angle = (np.arctan2(orientation[..., 1], orientation[..., 0]) + np.pi) / 2 + + return (amplitude, angle) + + +def riesz_orientation_tkeo_2d(img): + """Extract the local orientation with the Riesz-based 2D TKEO + Parameters + ---------- + img : ndarray + 2D image to process + Returns + ------- + (2,) tuple + Contains the local energy and angle as ndarrays + """ + # Normalizing the input image + img = (img.astype(np.float32) - img.min()) / (img.max() - img.min()) + + # Compute the image Fourier transform (and normalizing the input) + img_fft = fftshift(fft2(img)) + + # Generate the Riesz kernels + rieszKernels = get_riesz_kernels(img.shape) + + # Generate the 2nd derivatives + r10 = get_higher_order_riesz(rieszKernels, (1, 0)) + r01 = get_higher_order_riesz(rieszKernels, (0, 1)) + r11 = get_higher_order_riesz(rieszKernels, (1, 1)) + r20 = get_higher_order_riesz(rieszKernels, (2, 0)) + r02 = get_higher_order_riesz(rieszKernels, (0, 2)) + + # Apply the Riesz transforms + f10 = ifft2(ifftshift(r10 * img_fft)).real + f01 = ifft2(ifftshift(r01 * img_fft)).real + f11 = ifft2(ifftshift(r11 * img_fft)).real + f20 = ifft2(ifftshift(r20 * img_fft)).real + f02 = ifft2(ifftshift(r02 * img_fft)).real + + # Compute the energy and orientation + energy = (f10 ** 2 - f01 ** 2 - img * (f20 - f02)) + 2j * (f10 * f01 - f11 * img) + amplitude = np.abs(energy) + angle = -(np.angle(energy) + np.pi) / 2 + np.pi + + return (amplitude, angle) + + +def riesz_orientation_structure_tensor_3d(vol, sigma=1): + """Extract the local orientation with the Riesz-based 3D structure tensor + Parameters + ---------- + img : ndarray + 3D volume to process + sigma : int + Gaussian neighborhood size + Returns + ------- + (2,) tuple + Contains the fractional anisotropy and local orientation as ndarrays + """ + # Calcul des noyaux de Riesz + rieszKernels = get_riesz_kernels(shape=vol.shape) + R100 = get_higher_order_riesz(rieszKernels, (1, 0, 0)) + R010 = get_higher_order_riesz(rieszKernels, (0, 1, 0)) + R001 = get_higher_order_riesz(rieszKernels, (0, 0, 1)) + + # Application des filtres de Riesz + vol_fft = fftshift(fftn(vol)) + f100 = ifftn(ifftshift(R100 * vol_fft)).real + f010 = ifftn(ifftshift(R010 * vol_fft)).real + f001 = ifftn(ifftshift(R001 * vol_fft)).real + + # Création du tenseur de structure 3D + tensor = np.zeros((*vol.shape, 3, 3)) + tensor[..., 0, 0] = gaussian_filter(f100 ** 2, sigma) + tensor[..., 1, 1] = gaussian_filter(f010 ** 2, sigma) + tensor[..., 2, 2] = gaussian_filter(f001 ** 2, sigma) + tensor[..., 0, 1] = gaussian_filter(f100 * f010, sigma) + tensor[..., 1, 0] = tensor[..., 0, 1] + tensor[..., 0, 2] = gaussian_filter(f100 * f001, sigma) + tensor[..., 2, 0] = tensor[..., 1, 2] + tensor[..., 1, 2] = gaussian_filter(f010 * f001, sigma) + tensor[..., 2, 1] = tensor[..., 1, 2] + + # Eigendecomposition + eig_values, eig_vectors = np.linalg.eig(tensor) + eig_values = eig_values.real + + # Principal orientation is associated with the min eigval + nx, ny, nz = vol.shape + idx = np.argmin(np.abs(eig_values), axis=-1) + orientation = np.zeros((*vol.shape, 3), dtype=np.float32) + + for x in range(nx): + for y in range(ny): + for z in range(nz): + this_idx = idx[x, y, z] + orientation[x, y, z, :] = eig_vectors[x, y, z, :, this_idx].real + + # Compute fractional anisotropy FA + eig_values.sort(axis=3) # Sorting the eigen values from min to max + + # Computing FA (see khan2015) + t1 = eig_values[..., 2].real # largest + t2 = eig_values[..., 1].real # middle + t3 = eig_values[..., 0].real # small + p1 = (t1 - t2) ** 2 # max - mid + p2 = (t2 - t3) ** 2 # mid - min + p3 = (t3 - t1) ** 2 + + fa = np.sqrt(0.5 * (p1 + p2 + p3) / (t1 ** 2 + t2 ** 2 + t3 ** 2)) + fa[np.isnan(fa)] = 0 + fa = fa.real.astype(np.float32) + + return (fa, orientation) + + +def riesz_orientation_hessian_3d(vol): + """Extract the local orientation with the Riesz-based 3D Hessian matrix + Parameters + ---------- + vol : ndarray + 3D volume to process + Returns + ------- + (2,) tuple + Contains the fractional anisotropy and local orientation as ndarrays + """ + # Calcul des noyaux de Riesz + rieszKernels = get_riesz_kernels(shape=vol.shape) + r200 = get_higher_order_riesz(rieszKernels, (2, 0, 0)) + r020 = get_higher_order_riesz(rieszKernels, (0, 2, 0)) + r002 = get_higher_order_riesz(rieszKernels, (0, 0, 2)) + r110 = get_higher_order_riesz(rieszKernels, (1, 1, 0)) + r101 = get_higher_order_riesz(rieszKernels, (1, 0, 1)) + r011 = get_higher_order_riesz(rieszKernels, (0, 1, 1)) + + # Transformation de Riesz + vol_fft = fftshift(fftn(vol)) + f200 = ifftn(ifftshift(r200 * vol_fft)).real + f020 = ifftn(ifftshift(r020 * vol_fft)).real + f002 = ifftn(ifftshift(r002 * vol_fft)).real + f110 = ifftn(ifftshift(r110 * vol_fft)).real + f101 = ifftn(ifftshift(r101 * vol_fft)).real + f011 = ifftn(ifftshift(r011 * vol_fft)).real + + # Création de la matrice Hessienne 3D + hessian = np.zeros((*vol.shape, 3, 3)) + hessian[..., 0, 0] = f200 + hessian[..., 1, 1] = f020 + hessian[..., 2, 2] = f002 + hessian[..., 0, 1] = f110 + hessian[..., 1, 0] = f110 + hessian[..., 0, 2] = f101 + hessian[..., 2, 0] = f101 + hessian[..., 1, 2] = f011 + hessian[..., 2, 1] = f011 + + # Eigendecomposition + eig_values, eig_vectors = np.linalg.eig(hessian) + eig_values = eig_values.real + + # Principal orientation is associated with the min eigval + nx, ny, nz = vol.shape + idx = np.argmin(np.abs(eig_values), axis=-1) + orientation = np.zeros((*vol.shape, 3), dtype=np.float32) + + for x in range(nx): + for y in range(ny): + for z in range(nz): + this_idx = idx[x, y, z] + orientation[x, y, z, :] = eig_vectors[x, y, z, :, this_idx].real + + # Compute fractional anisotropy FA + eig_values.sort(axis=3) # Sorting the eigen values from min to max + + # Computing FA (see khan2015) + t1 = eig_values[..., 2].real + t2 = eig_values[..., 1].real + t3 = eig_values[..., 0].real + p1 = (t1 - t2) ** 2 # max - mid + p2 = (t2 - t3) ** 2 # mid - min + p3 = (t3 - t1) ** 2 + + fa = np.sqrt(0.5 * (p1 + p2 + p3) / (t1 ** 2 + t2 ** 2 + t3 ** 2)) + fa[np.isnan(fa)] = 0 + fa = fa.real.astype(np.float32) + + return (fa, orientation) + + +def riesz_orientation_tkeo_3d(vol): + """Extract the local orientation with the Riesz-based 3D TKEO + Parameters + ---------- + img : ndarray + 3D volume to process + Returns + ------- + (2,) tuple + Contains the local energy and orientation as ndarrays + """ + # Computing the first and second derivatives + rieszKernels = get_riesz_kernels(shape=vol.shape) + r100 = get_higher_order_riesz(rieszKernels, (1, 0, 0)) + r010 = get_higher_order_riesz(rieszKernels, (0, 1, 0)) + r001 = get_higher_order_riesz(rieszKernels, (0, 0, 1)) + r200 = get_higher_order_riesz(rieszKernels, (2, 0, 0)) + r020 = get_higher_order_riesz(rieszKernels, (0, 2, 0)) + r002 = get_higher_order_riesz(rieszKernels, (0, 0, 2)) + r110 = get_higher_order_riesz(rieszKernels, (1, 1, 0)) + r101 = get_higher_order_riesz(rieszKernels, (1, 0, 1)) + # r011 = getHigherOrderRiesz(rieszKernels, (0, 1, 1)) + + # Riesz transforms + vol_fft = fftshift(fftn(vol)) + f100 = ifftn(ifftshift(r100 * vol_fft)).real + f010 = ifftn(ifftshift(r010 * vol_fft)).real + f001 = ifftn(ifftshift(r001 * vol_fft)).real + f110 = ifftn(ifftshift(r110 * vol_fft)).real + f101 = ifftn(ifftshift(r101 * vol_fft)).real + # f011 = ifftn(ifftshift(r011 * vol_fft)).real + f200 = ifftn(ifftshift(r200 * vol_fft)).real + f020 = ifftn(ifftshift(r020 * vol_fft)).real + f002 = ifftn(ifftshift(r002 * vol_fft)).real + + # Création TKEO multi-dimensionnel (quaternion) + q0 = f100 ** 2 - vol * f200 - (f010 ** 2 - vol * f020 + f001 ** 2 - vol * f002) + q1 = 2 * (f100 * f010 - vol * f110) # Il manque un nombre imaginaire i + q2 = 2 * (f100 * f001 - vol * f101) # Il manque un nombre imaginaire j + + # Computing the energy / orientation + energy = np.sqrt(q0 ** 2 + q1 ** 2 + q2 ** 2) + orientation = np.stack([q0 / energy, q1 / energy, q2 / energy], axis=3) + + return energy, orientation diff --git a/linumpy/filters/_steerable.py b/linumpy/filters/_steerable.py new file mode 100644 index 00000000..55951813 --- /dev/null +++ b/linumpy/filters/_steerable.py @@ -0,0 +1,467 @@ +"""Gaussian based 2D steerable filters based on Freeman1991""" + +import numpy as np +from functools import partial +from scipy.ndimage import convolve +from tqdm import tqdm + +__all__ = ["steerable_gaussian_2d", + "steerable_hilbert_gaussian_2d", + "steerable_oriented_energy_2d"] + + +def _generic_interpolation_function(theta, A=1, n=1, m=1): + """Generic interpolation function used for the steerable filters + + Parameters + ---------- + theta : float + Angle in radian + A : float + Multiplicative normalization constant + n : int + Cosinus power + m : int + Sinus power + + Returns + ------- + float + The evaluated function + + Notes + ----- + - The generic interpolation function implements + + f = A * cos^n(theta) * sin^n(theta) + + References + ---------- + - Adapted from Freeman, W. T., & Adelson, E. H. (1991). The design and use of steerable filters. + IEEE Transactions on Pattern Analysis and Machine Intelligence, 13(9), 891‑906. https://doi.org/10.1109/34.93808 + + """ + + return A * np.cos(theta) ** n * np.sin(theta) ** m + + +def _get_gaussian_basis(order=2, size=21, range=3): + assert order in [1, 2, 4], "Order must be in [1,2,4]" + + x, y = np.meshgrid(np.linspace(-range, range, size), + np.linspace(-range, range, size), + indexing="ij") + + basis_set = [] + interp_functions = [] + G = np.exp(-(x ** 2 + y ** 2)) + if order == 1: + # 1st derivative of Gaussian + G1a = -2 * x * G + G1b = -2 * y * G + basis_set = [G1a, G1b] + + # Associated interpolation functions + ka = partial(_generic_interpolation_function, A=1, n=1, m=0) + kb = partial(_generic_interpolation_function, A=1, n=0, m=1) + interp_functions = [ka, kb] + + elif order == 2: + # 2nd derivative of Gaussian + G2a = 0.9213 * (2 * x ** 2 - 1) * G + G2b = 1.8430 * x * y * G + G2c = 0.9213 * (2 * y ** 2 - 1) * G + basis_set = [G2a, G2b, G2c] + + # Associated interpolation functions + ka = partial(_generic_interpolation_function, A=1, n=2, m=0) + kb = partial(_generic_interpolation_function, A=-2, n=1, m=1) + kc = partial(_generic_interpolation_function, A=1, n=0, m=2) + interp_functions = [ka, kb, kc] + + elif order == 4: + # 4th derivative of Gaussian + G4a = 1.246 * (0.75 - 3 * x ** 2 + x ** 4) * G + G4b = 1.246 * (-1.5 * x + x ** 3) * y * G + G4c = 1.246 * (x ** 2 - 0.5) * (y ** 2 - 0.5) * G + G4d = 1.246 * (-1.5 * y + y ** 3) * x * G + G4e = 1.246 * (0.75 - 3 * y ** 2 + y ** 4) * G + basis_set = [G4a, G4b, G4c, G4d, G4e] + + # Associated interpolation functions + ka = partial(_generic_interpolation_function, A=1, n=4, m=0) + kb = partial(_generic_interpolation_function, A=-4, n=3, m=1) + kc = partial(_generic_interpolation_function, A=6, n=2, m=2) + kd = partial(_generic_interpolation_function, A=-4, n=1, m=3) + ke = partial(_generic_interpolation_function, A=1, n=0, m=4) + interp_functions = [ka, kb, kc, kd, ke] + + return (basis_set, interp_functions) + + +def _get_hilbert_gaussian_basis(order=2, size=21, range=3): + assert order in [2, 4], "Order must be in [2, 4]" + + x, y = np.meshgrid(np.linspace(-range, range, size), + np.linspace(-range, range, size), + indexing="ij") + + basis_set = [] + interp_functions = [] + G = np.exp(-(x ** 2 + y ** 2)) + if order == 2: + # Hilbert transform of the 2nd derivative of Gaussian + H2a = 0.9780 * (-2.254 * x + x ** 3) * G + H2b = 0.9780 * (-0.7515 + x ** 2) * y * G + H2c = 0.9780 * (-0.7515 + y ** 2) * x * G + H2d = 0.9780 * (-2.254 * y + y ** 3) * G + basis_set = [H2a, H2b, H2c, H2d] + + # Associated interpolation functions + ka = partial(_generic_interpolation_function, A=1, n=3, m=0) + kb = partial(_generic_interpolation_function, A=-3, n=2, m=1) + kc = partial(_generic_interpolation_function, A=3, n=1, m=2) + kd = partial(_generic_interpolation_function, A=-1, n=0, m=3) + interp_functions = [ka, kb, kc, kd] + + elif order == 4: + # 4th derivative of Gaussian + H4a = 0.3975 * (7.189 * x - 7.501 * x ** 3 + x ** 5) * G + H4b = 0.3975 * (1.438 - 4.501 * x ** 2 + x ** 4) * y * G + H4c = 0.3975 * (x ** 3 - 2.225 * x) * (y ** 2 - 0.6638) * G + H4d = 0.3975 * (y ** 3 - 2.225 * y) * (x ** 2 - 0.6638) * G + H4e = 0.3975 * (1.438 - 4.501 * y ** 2 + y ** 4) * x * G + H4f = 0.3975 * (7.189 * y - 7.501 * y ** 3 + y ** 5) * G + basis_set = [H4a, H4b, H4c, H4d, H4e, H4f] + + # Associated interpolation functions + ka = partial(_generic_interpolation_function, A=1, n=5, m=0) + kb = partial(_generic_interpolation_function, A=-5, n=4, m=1) + kc = partial(_generic_interpolation_function, A=10, n=3, m=2) + kd = partial(_generic_interpolation_function, A=-10, n=2, m=3) + ke = partial(_generic_interpolation_function, A=5, n=1, m=4) + kf = partial(_generic_interpolation_function, A=-1, n=0, m=5) + interp_functions = [ka, kb, kc, kd, ke, kf] + + return (basis_set, interp_functions) + + +def steerable_gaussian_2d(img, thetas, size=9, order=2): + """Steerable 2D Gaussian derivatives + + Parameters + ---------- + img : ndarray + Image to filter. Must be of type np.float32 and normalized between 0.0 and 1.0 + thetas : list of floats + The steering angles in radians between 0 and pi + size : int + Kernel size + order : int + The gaussian derivative order (must be 1, 2 or 4) + + Returns + ------- + output : ndarray + The filter's response of shape (KxNxM), where NxM is the shape of the original image, + and K is the number of angles in thetas + + """ + # Get the bases and interpolation functions + G, K = _get_gaussian_basis(order=order, size=size) + + # Apply the basis convolutions + R = [] + for g in G: + R.append(convolve(img, g)) + + # Prepare the output + n_angles = len(thetas) + output = np.zeros((n_angles, *img.shape), dtype=np.float32) + for i, t in enumerate(thetas): + for r, k in zip(R, K): + output[i, ...] += k(t) * r + + return output + + +def steerable_hilbert_gaussian_2d(img, thetas, size=9, order=2): + """Steerable 2D Hilbert transform of Gaussian derivatives + + Parameters + ---------- + img : ndarray + Image to filter. Must be of type np.float32 and normalized between 0.0 and 1.0 + thetas : list of floats + The steering angles in radians between 0 and pi + size : int + Kernel size + order : int + The gaussian derivative order (must be 2 or 4) + + Returns + ------- + output : ndarray + The filter's response of shape (KxNxM), where NxM is the shape of the original image, + and K is the number of angles in thetas + + """ + # Get the bases and interpolation functions + h_basis, k_functions = _get_hilbert_gaussian_basis(order=order, size=size) + + # Apply the basis convolutions + R = [] + for g in h_basis: + R.append(convolve(img, g)) + + # Prepare the output + n_angles = len(thetas) + output = np.zeros((n_angles, *img.shape), dtype=np.float32) + for i, t in enumerate(thetas): + for r, k in zip(R, k_functions): + output[i, ...] += k(t) * r + + return output + + +def steerable_oriented_energy_2d(img, thetas, size=9, order=2): + """Computer the 2D oriented energy using Gaussian-based steerable filters + + Parameters + ---------- + img : ndarray of shape NxM + Image to filter. Must be of type np.float32 and normalized between 0.0 and 1.0 + thetas : list of floats of length K + The steering angles in radians between 0 and pi + size : int + Kernel size + order : int + The gaussian derivative order (must be 2 or 4) + + Returns + ------- + energy : ndarray of shape KxNxM + The steerable filter's oriented energy along each directions given in `thetas` + + Notes ----- - The 2D oriented energy is similar to a local orientation distribution function (ODF) - The oriented + energy is defined as E_n(theta) = G_n(theta)^2 + H_n(theta)^2, where G_n and H_n are the filter responses for the + steerable nth-order derivative of the Gaussian and the steerable Hilbert transform of the nth-order derivative of + the Gaussian, respectively. + + References + ---------- + - Adapted from Freeman, W. T., & Adelson, E. H. (1991). The design and use of steerable filters. + IEEE Transactions on Pattern Analysis and Machine Intelligence, 13(9), 891‑906. https://doi.org/10.1109/34.93808 + + """ + + G = steerable_gaussian_2d(img, thetas=thetas, order=order, size=size) + H = steerable_hilbert_gaussian_2d(img, thetas=thetas, order=order, size=size) + energy = G ** 2 + H ** 2 + return energy + + +def steerable_gaussian_3d(img, dirs, size): + """"Steerable 3D Gaussian 2nd derivative + Parameters + ---------- + img : ndarray + Volume to filter. Must be of type np.float32 and normalized between 0.0 and 1.0 + dirs : list of (3,) floats + The steering directions expressed as cosine directions + size : int + Kernel size + + Returns + ------- + output : ndarray + The filter's response of shape (NxMxPxK), where NxMxP is the shape of the original image, + and K is the number of cosine directions in dirs + + References + ---------- + - Adapted from: Derpanis, K. G., Gryn, J. M. (2005). Three-dimensional nth derivative of Gaussian separable + steerable filters. IEEE International Conference on Image Processing 2005, Genova, Italy, 2005, p. III–553. + https://doi.org/10.1109/ICIP.2005.1530451 + + """ + + # TODO: First implementation, naive 3D convolutions. + if len(dirs) == 3: + dirs = [dirs] + + # 3D Basis functions + x, y, z = np.meshgrid( + np.linspace(-3, 3, size), # x + np.linspace(-3, 3, size), # y + np.linspace(-3, 3, size), # z + indexing="ij" + ) + N = 2 / np.sqrt(3) * (2 / np.pi) ** (3 / 4) + gaussian = np.exp(-(x ** 2 + y ** 2 + z ** 2)) + kernels = [] + kernels.append(N * (2 * x ** 2 - 1) * gaussian) + kernels.append(N * (2 * x * y) * gaussian) + kernels.append(N * (2 * y ** 2 - 1) * gaussian) + kernels.append(N * (2 * x * z) * gaussian) + kernels.append(N * (2 * y * z) * gaussian) + kernels.append(N * (2 * z ** 2 - 1) * gaussian) + + # Get the filter's response + responses = [] + for kernel in kernels: + responses.append(convolve(img, kernel)) + + # Compute the interpolation function a given orientation + interps = [] + for d in dirs: + a, b, c = d[:] + foo = [] + foo.append(a ** 2) + foo.append(2 * a * b) + foo.append(b ** 2) + foo.append(2 * a * c) + foo.append(2 * b * c) + foo.append(c ** 2) + interps.append(foo) + + outputs = np.zeros((*img.shape, len(dirs))) + for j, d in tqdm(enumerate(dirs), desc="Steering 3D Gaussians"): + output = None + for r, i in zip(responses, interps[j]): + + foo = i * r + if output is None: + output = foo + else: + output += foo + + outputs[..., j] = output + + return outputs + + +def steerable_hilbert_gaussian_3d(img, dirs, size): + """"Steerable 3D Hilbert transform of the Gaussian 2nd derivative + Parameters + ---------- + img : ndarray + Volume to filter. Must be of type np.float32 and normalized between 0.0 and 1.0 + dirs : list of (3,) floats + The steering directions expressed as cosine directions + size : int + Kernel size + + Returns + ------- + output : ndarray + The filter's response of shape (NxMxPxK), where NxMxP is the shape of the original image, + and K is the number of cosine directions in dirs + + References + ---------- + - Adapted from: Derpanis, K. G., Gryn, J. M. (2005). Three-dimensional nth derivative of Gaussian separable + steerable filters. IEEE International Conference on Image Processing 2005, Genova, Italy, 2005, p. III–553. + https://doi.org/10.1109/ICIP.2005.1530451 + + """ + + # TODO: First implementation, naive 3D convolutions. + if len(dirs) == 3: + dirs = [dirs] + + # 3D Basis functions + x, y, z = np.meshgrid( + np.linspace(-3, 3, size), # x + np.linspace(-3, 3, size), # y + np.linspace(-3, 3, size), # z + indexing="ij" + ) + N = 0.877776 + + gaussian = np.exp(-(x ** 2 + y ** 2 + z ** 2)) + kernels = [] + kernels.append(N * (x ** 3 - 2.254 * x) * gaussian) + kernels.append(N * y * (x ** 2 - 0.751333) * gaussian) + kernels.append(N * x * (y ** 2 - 0.751333) * gaussian) + kernels.append(N * (y ** 3 - 2.254 * y) * gaussian) + kernels.append(N * z * (x ** 2 - 0.751333) * gaussian) + kernels.append(N * x * y * z * gaussian) + kernels.append(N * z * (y ** 2 - 0.751333) * gaussian) + kernels.append(N * x * (z ** 2 - 0.751333) * gaussian) + kernels.append(N * y * (z ** 2 - 0.751333) * gaussian) + kernels.append(N * (z ** 3 - 2.254 * z) * gaussian) + + # Get the filter's response + responses = [] + for kernel in kernels: + responses.append(convolve(img, kernel)) + + # Compute the interpolation function a given orientation + interps = [] + for d in dirs: + a, b, c = d[:] + foo = [] + foo.append(a ** 3) + foo.append(3 * a ** 2 * b) + foo.append(3 * a * b ** 2) + foo.append(b ** 3) + foo.append(3 * a ** 2 * c) + foo.append(6 * a * b * c) + foo.append(3 * b ** 2 * c) + foo.append(3 * a * c ** 2) + foo.append(3 * b * c ** 2) + foo.append(c ** 3) + interps.append(foo) + + outputs = np.zeros((*img.shape, len(dirs))) + for j, d in tqdm(enumerate(dirs), desc="Steering 3D Hilbert of Gaussians"): + output = None + for r, i in zip(responses, interps[j]): + + foo = i * r + if output is None: + output = foo + else: + output += foo + + outputs[..., j] = output + + return outputs + + +def steerable_oriented_energy_3d(img, dirs, size=9): + """Computer the 3D oriented energy using Gaussian-based steerable filters of the 2nd order + + Parameters + ---------- + img : ndarray of shape NxMxP + Image to filter. Must be of type np.float32 and normalized between 0.0 and 1.0 + dirs : list of (3,) floats + The steering directions expressed as cosine directions + size : int + Kernel size + + Returns + ------- + energy : ndarray of shape NxMxPxK + The steerable filter's oriented energy along each directions given in `thetas` + + Notes + ----- + - The 3D oriented energy is similar to a local orientation distribution function (ODF) + - The oriented energy is defined as E_n(theta) = G_n(theta)^2 + H_n(theta)^2, where G_n and H_n are the filter + responses for the steerable nth-order derivative of the Gaussian and the steerable Hilbert transform of the + nth-order derivative of the Gaussian, respectively. + + References + ---------- + - Adapted from Freeman, W. T., & Adelson, E. H. (1991). The design and use of steerable filters. + IEEE Transactions on Pattern Analysis and Machine Intelligence, 13(9), 891‑906. https://doi.org/10.1109/34.93808 + + """ + + G = steerable_gaussian_3d(img, dirs=dirs, size=size) + H = steerable_hilbert_gaussian_3d(img, dirs=dirs, size=size) + energy = G ** 2 + H ** 2 + return energy diff --git a/linumpy/io/nifti.py b/linumpy/io/nifti.py new file mode 100644 index 00000000..64779aec --- /dev/null +++ b/linumpy/io/nifti.py @@ -0,0 +1,52 @@ +import nibabel as nib + + +def import_vol(path): + """ Imports 3d nifti data + Parameters + ---------- + path : str + The file location of the data + + Returns + ------- + ndarray + ndarray containing the 3d data + + ndarray + affine matrix of the data + """ + nii_vol = nib.load(path) + volume = nii_vol.get_fdata() + affine = nii_vol.affine + return (volume, affine) + + +def save_as_nifti(vol, affine, output_dir, output_name, dtype=None): + """ Saves volume in a nifti file format. + + Parameters + ---------- + vol : ndarray + 3d array + + affine : ndarray + Array containing the affine matrix of the data. + + output_dir : str + name of the output directory + + output_name : str + name of the output file + + dtype : type + volume data type + + """ + if (dtype is not None): + vol = vol.astype(dtype) + affine = affine.astype(dtype) + vol_nii = nib.Nifti1Image(vol, affine) + if (dtype is not None): + vol_nii.set_data_dtype(dtype) + nib.save(vol_nii, output_dir + '/' + output_name + '.nii') diff --git a/linumpy/preproc/__init__.py b/linumpy/preproc/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/linumpy/preproc/orientation.py b/linumpy/preproc/orientation.py new file mode 100644 index 00000000..f3f62873 --- /dev/null +++ b/linumpy/preproc/orientation.py @@ -0,0 +1,172 @@ +import numpy as np +import SimpleITK as sitk +from scipy.ndimage import gaussian_laplace +from skimage import filters +from skimage.morphology import reconstruction + +import logging + + +def normalize(data): + """ Normalizes array values + + Parameters + ---------- + data : ndarray + Array to be normalized + + Returns + ------- + ndarray + Array of normalized values + """ + + return (data - np.min(data)) / (np.max(data) - np.min(data)) + + +def remove_background(volume): + """ + Removes the background from a 3d image using a grayscale morphological + reconstruction. + + Parameters + ---------- + volume : ndarray + 3d image + + Returns + ------- + ndarray + 3d image with its background removed + """ + + seed = volume - 0.92 + dilation = reconstruction(seed, volume, method='dilation') + volume = volume - dilation + return volume + + +def denoise(volume): + """ Denoises a 3d image using a curvature filter + + Parameters + ---------- + volume : ndarray + 3d image + + Returns + ------- + ndarray + Denoised 3d image + """ + + # Convertir en format sitk + vol_sitk = sitk.GetImageFromArray(volume) + + # Debruiter l'image avec curvature filter + curv_filter = sitk.CurvatureFlowImageFilter() + curv_filter.SetNumberOfIterations(2) + curv_filter.SetTimeStep(0.1) + vol_sitk = curv_filter.Execute(vol_sitk) + + # Reconvertir en numpy array + volume = sitk.GetArrayFromImage(vol_sitk) + return volume + + +def increase_contrast(volume): + """ Increases the contrast of a 3d image using a LoG filter + + Parameters + ---------- + volume : ndarray + 3d image + + Returns + ------- + ndarray + 3d image + """ + + # Augmentation du contraste avec filtre LoG + volume = gaussian_laplace(volume, sigma=1.2) + volume = np.abs(volume) + return volume + + +def segmentation(volume): + """ Segments a 3d image with the Otsu method + + Parameters + ---------- + volume : ndarray + 3d image + + Returns + ------- + ndarray + binary mask + + ndarray + segmented 3d image + + """ + + # Segmentation avec threshold de Otsu + otsu = np.zeros(volume.shape) + for z in range(volume.shape[2]): + try: + threshold = filters.threshold_otsu(volume[:, :, z]) + otsu[:, :, z] = volume[:, :, z] > threshold + except ValueError: + logging.warning("Erreur de segmentation, z=" + str(z)) + volume = np.where(otsu, volume, 0) + return (otsu, volume) + + +def modulation(orientation, volume): + """ Modulates orientation values with their corresponding intensity + + Parameters + ---------- + orientation : ndarray + Array containing 3d orientation values + + volume : ndarray + Array containing 3d intensity values. + Its shape must be equal to the shape of the orientation array. + + Returns + ------- + ndarray + Array of normalized values + """ + + orientation = np.stack([volume, volume, volume], axis=3) * orientation + orientation = orientation/np.max(orientation) + return orientation + + +def preprocess(volume): + """ Preprocesses the volume. + + Parameters + ---------- + volume : ndarray + 3d array + + Returns + ------- + ndarray + Segmentation mask + + ndarray + Preprocessed volume + + """ + volume_c = normalize(volume.copy()) + volume_rb = remove_background(volume_c) + volume_dn = denoise(volume_rb) + volume_ic = increase_contrast(volume_dn) + mask, volume_seg = segmentation(volume_ic) + return (mask, volume_seg) diff --git a/linumpy/utils/__init__.py b/linumpy/utils/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/linumpy/utils/__multiple_shell_sampling.py b/linumpy/utils/__multiple_shell_sampling.py new file mode 100644 index 00000000..ec8f2d94 --- /dev/null +++ b/linumpy/utils/__multiple_shell_sampling.py @@ -0,0 +1,331 @@ +# -*- coding: utf-8 -*- + +################################################ +# Author: Emmanuel Caruyer # +# # +# Code to generate multiple-shell gradient # +# sampling, with optimal angular coverage. This # +# implements the method described in Caruyer # +# et al., MRM 69(6), pp. 1534-1540, 2013. # +# This software comes with no warranty, etc. # +################################################ + +# Adapted from the scilpy/gradientsampling code on github https://github.com/scilus/scilpy + +import numpy as np +from scipy import optimize +import os + + +def equality_constraints(bvecs, *args): + """ + Spherical equality constraint. Returns 0 if bvecs lies on the unit sphere. + + Parameters + ---------- + bvecs : array-like shape (N * 3) + + Returns + ------- + array shape (N,) : Difference between squared vector norms and 1. + """ + N = int(bvecs.shape[0] / 3) + bvecs = bvecs.reshape((N, 3)) + return (bvecs ** 2).sum(1) - 1.0 + + +def grad_equality_constraints(bvecs, *args): + """ + Return normals to the surface constraint (wich corresponds to + the gradient of the implicit function). + + Parameters + ---------- + bvecs : array-like shape (N * 3) + + Returns + ------- + array shape (N, N * 3). + """ + N = bvecs.shape[0] / 3 + bvecs = bvecs.reshape((N, 3)) + bvecs = (bvecs.T / np.sqrt((bvecs ** 2).sum(1))).T + grad = np.zeros((N, N * 3)) + for i in range(3): + grad[:, i * N:(i + 1) * N] = np.diag(bvecs[:, i]) + return grad + + +def electrostatic_repulsion(bvecs, weight_matrix, alpha=1.0): + """ + Electrostatic-repulsion objective function. The alpha parameter controls + the power repulsion (energy varies as $1 / ralpha$). + + Parameters + --------- + bvecs : array-like shape (N * 3,) + Vectors. + weight_matrix: array-like, shape (N, N) + The contribution weight of each pair of points. + alpha : float + Controls the power of the repulsion. Default is 1.0 + + Returns + ------- + energy : float + sum of all interactions between any two vectors. + """ + epsilon = 1e-9 + N = bvecs.shape[0] // 3 + bvecs = bvecs.reshape((N, 3)) + energy = 0.0 + for i in range(N): + indices = (np.arange(N) > i) + diffs = ((bvecs[indices] - bvecs[i]) ** 2).sum(1) ** alpha + sums = ((bvecs[indices] + bvecs[i]) ** 2).sum(1) ** alpha + energy += (weight_matrix[i, indices] * + (1.0 / (diffs + epsilon) + 1.0 / (sums + epsilon))).sum() + return energy + + +def grad_electrostatic_repulsion(bvecs, weight_matrix, alpha=1.0): + """ + 1st-order derivative of electrostatic-like repulsion energy. + + Parameters + ---------- + bvecs : array-like shape (N * 3,) + Vectors. + weight_matrix: array-like, shape (N, N) + The contribution weight of each pair of points. + alpha : floating-point. controls the power of the repulsion. Default is 1.0 + + Returns + ------- + grad : numpy.ndarray + gradient of the objective function + """ + N = bvecs.shape[0] // 3 + bvecs = bvecs.reshape((N, 3)) + grad = np.zeros((N, 3)) + for i in range(N): + indices = (np.arange(N) != i) + diffs = ((bvecs[indices] - bvecs[i]) ** 2).sum(1) ** (alpha + 1) + sums = ((bvecs[indices] + bvecs[i]) ** 2).sum(1) ** (alpha + 1) + grad[i] += (- 2 * alpha * weight_matrix[i, indices] * + (bvecs[i] - bvecs[indices]).T / diffs).sum(1) + grad[i] += (- 2 * alpha * weight_matrix[i, indices] * + (bvecs[i] + bvecs[indices]).T / sums).sum(1) + grad = grad.reshape(N * 3) + return grad + + +def cost(bvecs, S, Ks, weights): + """ + Objective function for multiple-shell energy. + + Parameters + ---------- + bvecs : array-like shape (N * 3,) + + S: int + Number of shells. + Ks: list of ints, len(Ks) = S. Number of points per shell. + weights : array-like, shape (S, S) + Weighting parameter, control coupling between shells and how this + balances. + + Returns + ------- + electrostatic_repulsion: float + sum of all interactions between any two vectors. + """ + K = np.sum(Ks) + indices = np.cumsum(Ks).tolist() + indices.insert(0, 0) + weight_matrix = np.zeros((K, K)) + for s1 in range(S): + for s2 in range(S): + weight_matrix[indices[s1]:indices[s1 + 1], indices[s2]:indices[s2 + 1]] = weights[s1, s2] + return electrostatic_repulsion(bvecs, weight_matrix) + + +def grad_cost(bvecs, S, Ks, weights): + """ + gradient of the objective function for multiple shells sampling. + + Parameters + ---------- + bvecs : array-like shape (N * 3,) + S : int + number of shells + Ks : list of ints + len(Ks) = S. Number of points per shell. + weights : array-like, shape (S, S) + weighting parameter, control coupling between shells and how this + balances. + + Returns + ------- + grad_electrostatic_repulsion: float + gradient of the objective function + """ + K = int(bvecs.shape[0] / 3) + indices = np.cumsum(Ks).tolist() + indices.insert(0, 0) + weight_matrix = np.zeros((K, K)) + for s1 in range(S): + for s2 in range(S): + weight_matrix[indices[s1]:indices[s1 + 1], indices[s2]:indices[s2 + 1]] = weights[s1, s2] + + return grad_electrostatic_repulsion(bvecs, weight_matrix) + + +def multiple_shell(nb_shells, nb_points_per_shell, weights, max_iter=100, + verbose=2): + """ + Creates a set of sampling directions on the desired number of shells. + + Parameters + ---------- + nb_shells : the number of shells + nb_points_per_shell : list, shape (nb_shells,) + A list of integers containing the number of points on each shell. + weights : array-like, shape (S, S) + weighting parameter, control coupling between shells and how this + balances. + max_iter: int + Maximum number of interations + + Returns + ------- + bvecs : array shape (K, 3) where K is the total number of points + The points are stored by shell. + """ + # Total number of points + K = np.sum(nb_points_per_shell) + + # Initialized with random directions + bvecs = random_uniform_on_sphere(K) + bvecs = bvecs.reshape(K * 3) + + bvecs = optimize.fmin_slsqp(cost, bvecs.reshape(K * 3), + f_eqcons=equality_constraints, + fprime=grad_cost, + iter=max_iter, + acc=1.0e-9, + args=(nb_shells, + nb_points_per_shell, + weights), + iprint=verbose) + bvecs = bvecs.reshape((K, 3)) + bvecs = (bvecs.T / np.sqrt((bvecs ** 2).sum(1))).T + return bvecs + + +def write_multiple_shells(bvecs, nb_shells, nb_points_per_shell, filename): + """ + Export multiple shells to text file. + + Parameters + ---------- + bvecs : array-like shape (K, 3) + vectors + nb_shells: int + Number of shells + nb_points_per_shell: array-like shape (nb_shells, ) + A list of integers containing the number of points on each shell. + filename : str + output filename + """ + datafile = open(filename, 'w') + datafile.write('#shell-id\tx\ty\tz\n') + k = 0 + for s in range(nb_shells): + for n in range(nb_points_per_shell[s]): + datafile.write("%d\t%f\t%f\t%f\n" % + (s, bvecs[k, 0], bvecs[k, 1], bvecs[k, 2])) + k += 1 + datafile.close() + + +def random_uniform_on_sphere(K): + """ + Creates a set of K pseudo-random unit vectors, following a uniform + distribution on the sphere. + + Parameters + ---------- + K: int + Number of vectors + + Returns + ------- + bvecs: nd.array + pseudo-random unit vector + """ + phi = 2 * np.pi * np.random.rand(K) + + r = 2 * np.sqrt(np.random.rand(K)) + theta = 2 * np.arcsin(r / 2) + + bvecs = np.zeros((K, 3)) + bvecs[:, 0] = np.sin(theta) * np.cos(phi) + bvecs[:, 1] = np.sin(theta) * np.sin(phi) + bvecs[:, 2] = np.cos(theta) + + return bvecs + + +def compute_weights(nb_shells, nb_points_per_shell, shell_groups, alphas): + """ + Computes the weights array from a set of shell groups to couple, and + coupling weights. + + Parameters + ---------- + nb_shells: int + Number of shells + nb_points_per_shell: list of ints + Number of points per shell + shell_groups: tuple + tuple listing the groups of shells as lists of indices + alphas: list + list of weights per group of shells + Returns + ------- + weights: nd.ndarray + weigths for each group of shells + """ + weights = np.zeros((nb_shells, nb_shells)) + for shell_group, alpha in zip(shell_groups, alphas): + total_nb_points = 0 + for shell_id in shell_group: + total_nb_points += nb_points_per_shell[shell_id] + for i in shell_group: + for j in shell_group: + weights[i, j] += alpha / total_nb_points ** 2 + return weights + + +def save_gradient_sampling_fsl(points, shell_idx, bvals, filename_bval, + filename_bvec): + """ + Save table gradient (FSL format) + Parameters + ---------- + points: numpy.array + bvecs normalized to 1. + shell_idx: numpy.array + Shell index for bvecs in points. + bvals: numpy.array + filename_bval: str + output bval filename. + filename_bvec: str + output bvec filename. + ------ + """ + basename, ext = os.path.splitext(filename_bval) + + np.savetxt(filename_bvec, points, fmt='%.8f') + np.savetxt(filename_bval, np.array([bvals[idx] for idx in shell_idx])[None, :], fmt='%.3f') diff --git a/linumpy/utils/extractROI.py b/linumpy/utils/extractROI.py new file mode 100644 index 00000000..29856730 --- /dev/null +++ b/linumpy/utils/extractROI.py @@ -0,0 +1,99 @@ +import numpy as np +import nibabel as nib +import os + + +def get_ROI(brain, roi, o_name='ROI_0', o_dir='extracted'): + """ Extracts a ROI from a nifti object and saves it in the output directory + Parameters + ---------- + brain : nifti + 3d image containing the brain data + roi : nifti + 3d binary mask containing the ROI + o_name : str + output filename + o_dir : str + output directory + Returns + ------- + ndarray + ROI extracted from the data + """ + + # Intervalles pour parcourir le volume en x et y + step_x = brain.shape[0] // 20 + step_y = brain.shape[1] // 20 + step_z = brain.shape[2] // 20 + + # [x_min,x_max, y_min, y_max,z_min,z_max] + bounds = [brain.shape[0], 0, brain.shape[1], 0, brain.shape[2], 0] + + # Parcourir le volume + for x1 in range(0, brain.shape[0] - step_x, step_x): + for y1 in range(0, brain.shape[1] - step_x, step_y): + for z1 in range(0, brain.shape[2] - step_z, step_z): + x2 = (x1 + step_x) + y2 = (y1 + step_y) + z2 = z1 + (step_z) + sliced_data = roi.slicer[x1:x2, y1:y2, z1:z2].get_fdata() + + # Déterminer l'emplacement approximatif de la ROI + if (np.max(sliced_data) > 0): + if (x1 < bounds[0]): + bounds[0] = x1 + if (x2 > bounds[1]): + bounds[1] = x2 + if (y1 < bounds[2]): + bounds[2] = y1 + if (y2 > bounds[3]): + bounds[3] = y2 + if (z1 < bounds[4]): + bounds[4] = z1 + if (z2 > bounds[5]): + bounds[5] = z2 + + # Rogner les volumes (1ere fois) + brain_data = brain.slicer[bounds[0]:bounds[1], + bounds[2]:bounds[3], + bounds[4]:bounds[5]].get_fdata() + ROI_mask = roi.slicer[bounds[0]:bounds[1], + bounds[2]:bounds[3], + bounds[4]:bounds[5]].get_fdata() + + # Extraire la ROI du cerveau + ROI_data = np.where(ROI_mask > 0, brain_data, ROI_mask) + + # Rogner le ROI (2e fois) + ROI_data_c = cropROI(ROI_data) + + # Sauvegarder le fichier + new_roi = nib.Nifti1Image(ROI_data_c, brain.affine) + if not (os.path.exists(o_dir)): + os.makedirs(o_dir) + nib.save(new_roi, o_dir + '/' + o_name + '.nii') + return ROI_data_c + + +# rogner la ROI +def cropROI(vol): + bounds = [vol.shape[0], 0, vol.shape[1], 0, vol.shape[2], 0] + # Parcourir le volume + for x in range(vol.shape[0]): + for y in range(vol.shape[1]): + for z in range(vol.shape[2]): + # Déterminer l'emplacement de la ROI + if (vol[x, y, z] > 0): + if (x < bounds[0]): + bounds[0] = x + if (x > bounds[1]): + bounds[1] = x + if (y < bounds[2]): + bounds[2] = y + if (y > bounds[3]): + bounds[3] = y + if (z < bounds[4]): + bounds[4] = z + if (z > bounds[5]): + bounds[5] = z + return vol[bounds[0]:bounds[1], bounds[2]:bounds[3], bounds[4]:bounds[5]] diff --git a/linumpy/utils/normalization.py b/linumpy/utils/normalization.py new file mode 100644 index 00000000..e46541f7 --- /dev/null +++ b/linumpy/utils/normalization.py @@ -0,0 +1,21 @@ +import numpy as np + + +def normalize(x, n_max=255, n_min=0): + """Normalize array-like values + Parameters + ---------- + x : list, ndarray + array-like to normalize + n_max : int, float + new max value + n_min : int, float + new min value + Returns + ------- + normalized : ndarray + ndarray of normalized x input + """ + x_c = np.array(x).astype(float) + + return ((x_c - x_c.min()) * (n_max - n_min) / (x_c.max() - x_c.min())) + n_min diff --git a/linumpy/viz/__init__.py b/linumpy/viz/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/linumpy/viz/annotation.py b/linumpy/viz/annotation.py new file mode 100644 index 00000000..6fa6904d --- /dev/null +++ b/linumpy/viz/annotation.py @@ -0,0 +1,41 @@ +import numpy as np +from linumpy import util + + +def merge_channel(gray, red=None, green=None, blue=None, ratio=0.5): + '''Merge channels for image or volume (normalized between 0 and 1) + Parameters + ---------- + gray : ndarray + gray channel + red : ndarray + red channel + green : ndarray + green channel + blue : ndarray + blue channel + ratio : float + ratio for gray channel intensity + Returns + ------- + merged_channel : ndarray + stack of red, green and blue channel + ''' + if red is None and green is None and blue is None: + return util.normalize(gray, 1) # weirdo... + + gray_ch = util.normalize(gray, ratio) + red_ch = gray_ch.copy() + green_ch = gray_ch.copy() + blue_ch = gray_ch.copy() + + if red is not None: + red_ch = red_ch + util.normalize(red, 1 - ratio) + + if green is not None: + green_ch = green_ch + util.normalize(green, 1 - ratio) + + if blue is not None: + blue_ch = red_ch + util.normalize(blue, 1 - ratio) + + return np.stack([red_ch, green_ch, blue_ch], axis=gray.ndim) diff --git a/linumpy/viz/odf_viz.py b/linumpy/viz/odf_viz.py new file mode 100644 index 00000000..6d7d0eed --- /dev/null +++ b/linumpy/viz/odf_viz.py @@ -0,0 +1,199 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- + +"""Orientation Distribution Function Visualization""" + +import matplotlib.pyplot as plt +import numpy as np +from tqdm import tqdm +from scipy.ndimage import gaussian_filter1d + + +# Function developed by Philippe Lemieux, 2021 +# TODO: Add option to compute average ODF instead of average dominant direction ODF +def odf_grid_roi_overlay(img, angle, nbins=15, mask=None, + odf_scale=1.0, sigma=1, roi_size=None, rotate_90=True, + imshow_options={'cmap': 'gray'}, + odf_options={"color": "b", "linewidth": 2}): + """ Create plot of image with polar graph of calculated angles on top + Parameters + ---------- + img : ndarray + Image to process. + angle : ndarray + Local orientation (in radians) between 0 and pi + mask: ndarray + Optional mask. False value are ignored and no ODF are generated for these regions. + odf_scale: float + Relative scale of the ODF compared to its ROI. + sigma: float + ODF angular gaussian smoothing sigma + roi_size: int + ROI size in pixel to create the ODF grid. + rotate_90: bool + Rotate the ODF by 90 degrees (useful to display the max gradient with the structure) + imshow_options: dict + Options passed to imshow (for the image display) + odf_options: dict + Options passed to plot and fill_between (for the odf overlays) + Returns + ------- + fig: + Reference to the figure + ax_image: + Reference to the image axes + ax_odfs: list + List of axes reference for each ODF overlay + """ + + # Create a default mask + if mask is None: + mask = np.ones_like(img, dtype=bool) + + # Display the image + ratio = img.shape[1] / img.shape[0] + fig = plt.figure(figsize=(5 * ratio, 5)) + ax_image = fig.add_axes([0, 0, 1, 1], label="ax image") + ax_image.imshow(img, **imshow_options) + ax_image.axis('off') + + # Compute the number of patches + if roi_size is None: + nx_patches = 1 + ny_patches = 1 + else: + nx_patches = img.shape[1] // roi_size + if nx_patches * roi_size < img.shape[1]: + nx_patches += 1 + ny_patches = img.shape[0] // roi_size + if ny_patches * roi_size < img.shape[0]: + ny_patches += 1 + + # Generate the x and y ROI limits + x_pos = np.linspace(0, img.shape[1], nx_patches + 1, dtype=int) + y_pos = np.linspace(0, img.shape[0], ny_patches + 1, dtype=int) + + # Display the ROI limits + for x in x_pos: + ax_image.axvline(x, ymin=0, ymax=1, color="r", alpha=0.5) + for y in y_pos: + ax_image.axhline(y, xmin=0, xmax=1, color="r", alpha=0.5) + + # Pixel positions + x, y = np.meshgrid(range(img.shape[1]), range(img.shape[0])) + + # Loop over regions + ax_odfs = [] + bins = np.linspace(0, np.pi, nbins) + theta = 0.5 * (bins[1::] + bins[0:-1]) + theta = [*theta, *[i + np.pi for i in theta], theta[0]] + if rotate_90: + theta = [i + np.pi / 2 for i in theta] + for i in tqdm(range(nx_patches)): + for j in range(ny_patches): + # Get the ROI limites + xmin = x_pos[i] + xmax = x_pos[i + 1] + ymin = y_pos[j] + ymax = y_pos[j + 1] + + # Update the mask + roi_mask = (x >= xmin) * (x <= xmax) * (y >= ymin) * (y <= ymax) + if not np.all(mask[roi_mask]): + continue + + # Extract the orientations for this ROI + roi_angles = angle[roi_mask] + + # Get unique angles + r, _ = np.histogram(roi_angles, bins=bins) + + # Put angle over 2 PI instead of 1 + r = [*r, *r, r[0]] + + # ODF smoothing + if sigma > 0: + r = gaussian_filter1d(r, sigma=sigma, mode="wrap") + + width = (xmax - xmin) / img.shape[1] + height = (ymax - ymin) / img.shape[0] + left = xmin / img.shape[1] + width * (1 - odf_scale) / 2 + bottom = 1 - ymin / img.shape[0] - height + height * (1 - odf_scale) / 2 + this_plotdim = (left, bottom, width * odf_scale, height * odf_scale) + + ax_polar = fig.add_axes(this_plotdim, projection='polar') + ax_polar.plot(theta, r, **odf_options) + ax_polar.fill_between(theta, r, alpha=0.5, **odf_options) + ax_polar.set_theta_zero_location("S") # 0 angle points south + ax_polar.set_theta_direction(-1) # Counter clockwise + ax_polar.axis('off') + ax_odfs.append(ax_polar) + ax_image.set_xlim((0, img.shape[1])) + ax_image.set_ylim((img.shape[0], 0)) + + return (fig, ax_image, ax_odfs) + + +def odf_grid(img, odf, angles, distance=8, odf_scale=1, normalize=True, rotate_90=True, + imshow_options={'cmap': 'gray'}, + odf_options={"color": "b", "linewidth": 1}): + """ Single-voxel ODF overlay grid + Parameters + ---------- + img : ndarray of shape NxM + Image to process. + odf : ndarray of shape KxNxM + 2D oriented energy (ODF) for each pixel. + angles: list of length K + Orientation (in radian) of the 2D oriented energy + distance: int + Distance between each ODF + odf_scale: float + ODF scale, between 0 and 1 + normalize: bool + If set to True, the ODF size will be normalize between 0 and 1 for each pixel + rotate_90: bool + Rotate the ODF by 90 degrees (useful to display the max gradient with the structure) + imshow_options: dict + Options passed to imshow (for the image display) + odf_options: dict + Options passed to plot and fill_between (for the odf overlays) + """ + + # Display the image + ratio = img.shape[1] / img.shape[0] + fig = plt.figure(figsize=(5 * ratio, 5)) + ax_image = fig.add_axes([0, 0, 1, 1], label="ax image") + ax_image.imshow(img, **imshow_options) + ax_image.axis('off') + + # Get the r and c coordinates for the ODFs + rows = np.arange(distance // 2, img.shape[0], distance, dtype=int) + cols = np.arange(distance // 2, img.shape[1], distance, dtype=int) + + # Display all odfs + ax_odfs = [] + for r in rows: + for c in cols: + # ax_image.scatter(r,c, color="r") # Debugging + + this_odf = np.array([*odf[:, r, c], *odf[:, r, c]]) + this_angle = [*angles, *[i + np.pi for i in angles]] + if rotate_90: + this_angle = [i + np.pi / 2 for i in this_angle] + + width = distance / img.shape[1] + height = distance / img.shape[0] + left = c / img.shape[1] - width / 2 * odf_scale + bottom = 1 - r / img.shape[0] - height / 2 * odf_scale + this_plotdim = (left, bottom, width * odf_scale, height * odf_scale) + + ax_polar = fig.add_axes(this_plotdim, projection='polar', label="ax polar") + ax_polar.set_theta_zero_location("S") # 0 angle points south + ax_polar.set_theta_direction(-1) # Counter clockwise + ax_polar.plot(this_angle, this_odf, **odf_options) + ax_polar.fill_between(this_angle, this_odf, alpha=0.5, **odf_options) + ax_polar.axis('off') + if not normalize: + ax_polar.set_ylim((odf.min(), odf.max())) + ax_odfs.append(ax_polar) diff --git a/notebooks/example_extract_ROI.ipynb b/notebooks/example_extract_ROI.ipynb new file mode 100644 index 00000000..39d94101 --- /dev/null +++ b/notebooks/example_extract_ROI.ipynb @@ -0,0 +1,114 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "bcf500dd", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import nibabel as nib" + ] + }, + { + "cell_type": "markdown", + "id": "a104a846", + "metadata": {}, + "source": [ + "## Extraction de la ROI" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6674f932", + "metadata": {}, + "outputs": [], + "source": [ + "#Importation\n", + "from linumpy import util" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "39fc1d28", + "metadata": {}, + "outputs": [], + "source": [ + "#Nom des fichiers\n", + "dir_path = \"../../Data/ROI_along_AC/\"\n", + "ROI_name = \"ROI_01.nii\"\n", + "brain_name = \"mice01-2xy.nii\"" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c3e4fa2c", + "metadata": {}, + "outputs": [], + "source": [ + "#Ouvrir fichiers\n", + "brain = nib.load(dir_path + brain_name)\n", + "ROI_mask = nib.load(dir_path + ROI_name)\n", + "\n", + "# Extraction et sauvegarde de la ROI\n", + "# Le fichier extracted/ROI_1.nii sera créé \n", + "ROI = util.get_ROI(brain,ROI_mask,o_name='ROI_1',o_dir='extracted')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "source": [ + "#Affichage de la ROI extraite\n", + "tranche = 65\n", + "plt.figure(figsize=(10,10))\n", + "plt.imshow(ROI[:,:,tranche],cmap='viridis')\n", + "plt.axis('off')\n", + "plt.title(\"ROI extraite, z=\" + str(tranche))\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "name": "python3", + "display_name": "Python 3.7.10 64-bit ('e2021': conda)" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + }, + "interpreter": { + "hash": "8eb845fd16968e3e0361fa0522abcb87fca5d5f469477dd8fc50779c64282cba" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/notebooks/example_merge_channels.ipynb b/notebooks/example_merge_channels.ipynb new file mode 100644 index 00000000..70bf86a9 --- /dev/null +++ b/notebooks/example_merge_channels.ipynb @@ -0,0 +1,136 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "22c3949a", + "metadata": {}, + "source": [ + "# Exemple d'utilisation de merge channel\n", + "Principalement utilisé pour visualiser des annotations" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "383909c2", + "metadata": {}, + "outputs": [], + "source": [ + "import tifffile as tf\n", + "import matplotlib.pyplot as plt\n", + "\n", + "\"\"\"\n", + "# Might need to import linumpy location in module path if not done already\n", + "import sys\n", + "sys.path.insert(0, \"/path/to/linumpy-repository\")\n", + "\"\"\"\n", + "\n", + "# local module\n", + "from linumpy import viz" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6ebd1e48", + "metadata": {}, + "outputs": [], + "source": [ + "anno_path = 'C:/Users/User/Desktop/Etude/LINUM/Carreno segmentation/annotation/'\n", + "cell_path = 'C:/Users/User/Desktop/Etude/LINUM/Carreno segmentation/crop/'\n", + "\n", + "s1_anno = tf.imread(anno_path + 'slik1.tif')\n", + "s1_crop = tf.imread(cell_path + 'Slik GFP #01.tif')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "66c36e2d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "z = 11\n", + "plt.figure(figsize=(10,10))\n", + "plt.subplot(121)\n", + "plt.imshow(s1_crop[z])\n", + "plt.title('crop')\n", + "plt.subplot(122)\n", + "plt.imshow(s1_anno[z])\n", + "plt.title('anno')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "627c9d36", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(15,15))\n", + "\n", + "plt.subplot(131)\n", + "plt.imshow(viz.merge_channel(s1_crop, red=s1_anno, ratio=0.70)[z])\n", + "plt.title('red')\n", + "\n", + "plt.subplot(132)\n", + "plt.imshow(viz.merge_channel(s1_crop, green=s1_anno, ratio=0.70)[z])\n", + "plt.title('green')\n", + "\n", + "plt.subplot(133)\n", + "plt.imshow(viz.merge_channel(s1_crop, red=s1_anno, green=s1_anno, ratio=0.70)[z])\n", + "plt.title('yellow')\n", + "\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/example_steerable_energy_2d.ipynb b/notebooks/example_steerable_energy_2d.ipynb new file mode 100644 index 00000000..b3166c07 --- /dev/null +++ b/notebooks/example_steerable_energy_2d.ipynb @@ -0,0 +1,240 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "collapsed": true, + "pycharm": { + "name": "#%% md\n" + } + }, + "source": [ + "# Exemple `filters.steerable_oriented_energy_2d` et visualisation\n", + "\n", + "Exemple d'utilisation d'un filtre orientable 2D d'ordre 2 et de la visualisation des résultats" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "outputs": [], + "source": [ + "import imageio\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "from linumpy import filters, viz" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 2, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(256, 256) float32 0.0 1.0\n" + ] + }, + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Lecture d'un fantome asymétrique\n", + "filename = \"../data/phantom2d_circle.tif\"\n", + "img = imageio.imread(filename)\n", + "print(img.shape, img.dtype, img.min(), img.max())\n", + "plt.imshow(img); plt.show()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 3, + "outputs": [], + "source": [ + "# Parameters\n", + "n_angles = 30\n", + "angles = np.linspace(0, np.pi, n_angles)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 4, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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ldUZGKFBDQfcNXle5FQUujcI2RiWNy5bFFyPKlsErcJEwvKIp2mFCUe8EFIslm5sJ8dYBWpf2M//NIdHlTfxWZdzK8haczRm+FXf+GLvv8t5fFJG9wOdE5Lpuee+9r4zdt6Ayfp8F6MjS7FH8NiBRjFpawO9fpneyw8YDmnzBYxsOM1Q0LwrRS4Z002FGDi8Q9QpUbkFJSORbCyL4RoSNFWVD43WMi6ppQj7Mi/QCXtdFAI94JtOHxBMMpA3vqVwhRY7JS3Rf4xMNzpOsa4q5CPFQnlOMlgxlUxge9AwPOjYebpJstlh86QDtV7qoK+u4jS18sTvj2GZ4awi0jTvYQ/PeX6x+XhWRXwQ+DKyKyAHv/WUROUBQo5zhJkCiGL28SHl8H9cearF9P5QdB87SOq9pXRTSzRKdBTfL9HLEU3cZY9sxxZyhbChsLBQtIVsUylZloCzV+tP/WY9VC38EIzfdocrgGY84wfQjkq2UaODRuceMHFG3QA8K9LgEEWItxN0IgIVXFONFzeCQMDhiGR4G8/gCCy8tsPh8H312dWbYbiHu6F5OEWkBynvfq37/AeBvMNUw+unq5y/vxo7OUEEElSSo5SXyE3tZe7DB1oMe2ymJ1g1LTyua1yzJ5ghnFKp06EEB3uNiQ7YYU7Q12ZwwXhGKOY9YQRVh894EQxZ3Id0MhggqA+dAlX5ixLwCZwSvKsMHlImQLQhFB8o22DQMjnQReKWI+hGNa56474n6lngzJ9oah+NqRejMMXfBkb0YMdyr6Z6Aax8t2Xi4zcI32iy+OCI+fRW3voHLslme7R3GnTxoeB9BNrfezv/mvf83IvIE8H+IyJ8DzgJ/6u3v5gwAkiToPStk9+5j8/6E3j1QthzxhmbxOaF5zRL1Q75Jckc0LLGJZni4SdbRZPNCtggu8uixoCwkm0Ky6Um2HTrziAsGK+rmmO1xGAAd6UCwrTy766Bl8p4UIWwt51OKThxCUSXYRBgvKPKFYNgGB4RuCqqISDYjkm1P0rUk6wWml+O1It4uibdLWpcNoxVD94Sw8Zile1+DuVPHWHpxH/ErV7HX1nZ1mO4Mr41w+e/QkNN7fwp437dZvg588u3s1AzXQ4xBLS5iTx7gyqMtevcEoxRvKBafV6SbJfFWEaqTzoMSsuWE4R5N2RKyefARmAEkW2CG0NiwRN0SXQQPTgqLjzS2FWEjBSK4RoRLTMinGRWMnfXTELTKp3klSOkwI4vKQigppcPs2HZ7x7aLjmG0pCibYFPoLgsqN8Rdgxn4ysPMQ76tcMTbQmM9Yryo6R0Rth9w9E6kzJ0+ysrTS+jTV3Cbm7PiwTuAOzqHNsNNhgiq3UaOHGDr0SXWHhVs6knXFO3zkG6VRL0SPSzwWuESzeBgzGhFYVMoWqAzaKx54p4n2QwenFiHyi0uMbhYYVODb8eUDY140JnFC2TLKaM9hqwTjFnc8yRdN8nJ2USRdRT5XDBqSdfRvFqihyXKesqGoWgazNgihcMrwYws8VZG40roQChbhvGiJu8IoxVhtBfGewx6bGhcc7Qu56jMkq6OiHoR6aZhvKDpHRW2HnL0jrdZ+dpJFp7ZwJ+/jOv3Z2HoTUJQ27hzQ84ZbiLEGPS+vYweOsDqhxJGhy3RprD0jNC6UqBzR9TN8QK2GdE/FNM/orAJeO1J1oWlc464a4m3clRW4iNN2YrwolCJxiYaKR0immzJ4AUaawV6VOIijYtUCD+HHp2FsDDql6gs8NB0ohFnEKexScixuUjQIuhR8JZGKxFlS5FslHgFdi5CxwqnBfEQb2Uk14JxzRdi8o5msE8Yr3iyRUXvaMrceUfrUo4el5hBgRnGNNYUg/2G7km48t2e7okV9n5ljsYLl7GrV2fe2k1AaH2aGbQZ3iRUswn3HOXqhxZZfyzQGTvf0Cy8UqByhx5b9KignEsYHIjZPqmwiUe8J10TOmctyXoeigFaKNsxZTtCrMfGCp05XKTwArpaJhaioUWcJ19IsIlgRo72uTxQMEoHZVUNqGgbOrPobk56VeGMwmvBNg3ZUoTODGZUEnctZVMHQ5c7yphgKEuPTRQQ4XWMyh3p6pD0MrQuRGQrMdvHDNmyZ+MhYfuelPlXHK0rOdF2hkoNc4WjdVWxdTKie9Jx9kcilg8fY+WJOfwrZ3Hj8S27hncmZh7aDG8GSqOXl8gfPsKVj6QMjpekVwwLLzlaV8Y4LcSbY2wjondyju17FEXLowpI14X502UwZOMSr4Rsb2NSffQq8Ml07hDncUqhqjDQayHZCp5Z2YrIOxpVePSwRGcWFylsoiE1oMBXChzifSDe+lBM0JXnVrQS8k7Yfrydo/MqD6cEVXqcFkzu0LnDmVBUcLEiW2kAEG9mNC8MSdYM2XLM9glD3oGNh4Xu8ZT5UzGti2PirYx8IWHlmTGNazFb9yuufaRktHeZfV9uET97FruxNWun2kXc6Z0CM+wSJEnQhw6w9fh+rj0mlG3LwnOGzpmSaFCicofJLYOjbQb7FKO9glhoXBXmz5QkGzliHV4HwyDOB6IsIZEvzuMiBXhcHJ6yyvoQdjqCx9QwuEgRdy16bEELg8NNsvmwvhl5okEwRAA2VhQtRdkIX/Jk25Fu5CSbBWUjhKy2YZCK6uEihcod6GDAxPpg5IrrPb9iIcErIeoVNFbHpGuKbGlq2DYfVIwXG7RWHa0LQ1ysaV3OiXuG7nHD9v2W8/MJK3vuZeHJVezFy7NK6C7gjq5yzrB7UHNz+HuPcvk7OnTv9egx7P2y0FgriHoFOE/RiegdbjDeI9gE0jVoX7Y0roSwyiuhbEd4LcF4meAN4XyoUJYOZT1eS3gvd1OvLXOULUPRUkR9G/6nh6ITUTQFG4MqAgdNjy1mVHk8TmMTwUugYxRNwQw1Ubcgzi1FJ2a8FBENHCp3IcSUYEidERThd/GVsSvcdP9KT9E2E6WOZD1j71rG6EBK/4BmtE/I5zXjxTbtSyXRdk5SOBZKT7Kl2XwIVj8ijJYPsPdLLdTL53C93q27yHcIZiHnDK8LvbhI/r4TXP5oyniPo3lZsfhSiR474s0MlNA/0qB7XJN3PHEXFl90NK+E6p9LNV4EmwSDgAhYhyqDkVO2Mmo6GIm6A6D2zoJB8bgorKtzh0s0ZRoY4c1rJXLZo3KLyi1i3UT0MR4XRF1FI9a4WOON4LSQL8SYsUVnFptKyJ9lPhiySIUqqgptUOIDObduiK/DUpwHEzzKYi4QbsV5GpfHJBua4f6Y3hFF9wSMlyM6ZxTt8yOS9THiEuKeYvMBw/b9jnxhngOde4m+fga7OVOyequYzRSY4bUhgl5aZPT4PVz67oii7Vh4QeicLULuaXNMsZDSOxIz2iuUKcydgbkLOcl6yKPZhsE2QoJd2aknFoyGQ8RPPR8TcmW4YLQmooylnyTp461QGRyvxNi48hC7QfXCKwElOGOmgo82GBmV20krUz4fM16OsKkiXctJ1guKtpn8Dx8HiofOLK7yxsK2pvuKZ2KgvVGVIRS8UegqRO283CfZTOkdiRgchO4JTdFqMXcuJ14fIQspy894oq5h6yHHue9POZScJH3iFezW1oza8RbggXKXPDQROQL8EwJB3wOf9d7/nVet8z2ETqPT1aJf8N7/jdfb7syg3Qoojd6zzOBDx7nwCYWPHMtPKdqXS0y/QI8KxvubrD8UkS17kk3Y+1RJspmjxgX5YhqMixb02FE2NGYUuGNUN7xNFWYUqpZeSyDEKglGw9rgFZUO8R4bKfQoGKeyoVFl6LtUuSNfTBgvGrwOjedm5Cc5LxdHlKlgY0GVhL7RkSXZtrgo5Mn02KLzan8KFwyuEXReGdKKrOu1TIoLZarD/1DVMutxadhHFyu8CR5psjYi6hW0riSsP2zYegBGKwnLzyvSy0N0M2L+DOjMsP4Bx7kfNByO7qX5lbPYa+uzYsFbwC6GnCXwn3jvnxKROeBJEfmc9/75V633+977H7nRjc4M2jsMMQa9fx/b33GYy98ZvJM9X1a0LueYQYl4PzFmxRyka8LiiyXp1RHeKMZ7m8Ebq3NRUTBcNr7eoxEHZaonlURRwaiJEmwcOgGUDd5caEL35J0IFMTdIoSziWa8ZBithAR+sg0ynBYFvAnbyuYVKEAMrcuBOOsSTdE22FgFYq2d5smsUYEq4kNezuuQy1NlXaSoQtHaOMcKPQ7GTFwVNithvLdJvJWTXh2xTIONBw1Fx7P+nohlaZKsZ0TbOXOlQ5Uxax/wnP+k5kDjBPNfjLBXVmd8tTcDv3shZyUxdrn6vSciLwCHgFcbtDeFmUF7ByHGoA8fZONjB7n2AdAjYeXrnsbVQLWwDUPvaEz/kGBGMP+KZ+58hhpbynY8yXNNULU5eS0TY1ZXM1URjFUI9UKyHR2KAXWV0+nKy8tCCOoSQY9cUOJoGMpUEw2C5JDOPGYUSLVS8dH0SBH1NY11g00EcYTOACVI4arKqcLnMi0KuOqGkKow8aqQE+8DtSO6/lhqyaKdUNZTzkWowoWiwVOW/uGY0R64+lhE+6KhczbDDEvaF0EXEWuPClc+ItjoCEt/qEIFdGbUbghvUuBxRUS+suPvz1aSYd8CETkOvB/40rd5+6Mi8jXgEvBXvPfPvd4/nRm0dwpKow/sD8bs/ULUFZafsySbJXpUUszHbDwUMTjkSDaEufOW9vnRpD0Idf0XSTzBG6sMl0DIdUkYZjIh0Mbq+txaReGYVD9dKAqUiUaPPWZsKdsR+ZwiGjqSjTzoplXwAi4OBQMpXeCqDYNBcLEmX4gYrUTEPYcZhbzaxEvbUXENGwhGtTbGEMLanZ4YvjLalbdWG73r9icKnQdmWLLwjRwzarJ1n2bjEU+2kLL0jYJoO6dxFfY+aVh/WHPtAwCHWPq8p7x4eRZ+3iDehIe25r1//I1WEpE28C+Av+S9777q7aeAY977voj8MPBLwH2vt72ZQXsnIILZu8LWdxzi2gcg3hZWnimJepaolzPek7L23ojhEUuyppl/xTF3ZkjZiibeVN0APk3yB8Ngk2C4bKwmoSjOowBXhaE2DuPnVOEmSXhtPVb7YECiwPI3/TJQMIygC48eBQ9qPJ/iYkHKSj6orENOhTN1FdMRDcqQ54rCNrwIemwpW7rab4+LpqGyEya5spr0axM1qcxS5f68URMPb2L87PXnAoGyHaEzy9yZIV612IwVvZMWF0csPwvJ2hgEVp6B9Uc01z7o0cUh5j9fUK5enRUK3gC7LfAoIhHBmP1T7/0vfMv/22HgvPe/KiJ/X0RWXjXD5DrMDNo7AL20SP9Dx7jyMcEMg2cWdS3R9phspcH6wxGjA450VbP0vKV9qk++nAYvTJiEZ7ZR5ZKqcMzraShX55hqL0blDpdUximvltkg/+NN8GhUGbwzq1XIiwnYJMhvm8rrGu9J6B8IE6HirifdsphKO81GwnghNJaLVbQvC+m1DD0uKZuVlHdmgyHTgikCnaQOdVXhJrmySdcATNqidO4mnqZNK1Kukomnp/OqIDK0wRPF44zCLiZ0XuqhyjbrD2uGBx0QsfI1T7I2AlKWn4OrH1Rc/k7Q42O0vlBg1zduyffj3QKPULpdq3IK8LPAC977//411tkPrFbK1x8mZGrXX2+7M4N2MyGCXlhg9KGTXPhEaPRe+Zon2QyqrdmeJmuPRGSLnuYFxfLzBenlIdnexiSPVFf+bBqMlk3Cje1rHbKqE8BFMq1ouhC2TUJO8ZPqYpDJrkK30uGjKtSrDKMzQjyoqBON8PVobITKZtQrMcNyUuXUI4UeGeK+wcYSDGJq0KOgkpunGnzYD58GL40dxshrwUkIXWvDXe/zhHxbH5ud8tTwYX9sUhVEUhW4a0wLD9neBu1Tfcy4yfp7IrIlz9p7Y1aeFeKNMeI8y1+PufphuPAJxdHyJI0v+Rml4w2wi61P3wn8aeAZEXm6WvafAkcBvPf/APiTwH8oIiUwAj7j/etfnJlBu4nQc3Pkj53g4ncbvHbseVJoXMtRY0u2krL+SEQ+72leFpafy4i62cQzs0moLO5sX7JxuHHrfNMkL5ZPc0t1aIoE5YuJx1bxu2pPCV9VF42gsrB+Le/jjZAtJSAQdS2N1XHYpvXhGakqI5iVxKOSeCtwxMpmRNHRFHOauFuix6EPlCq0tKlC7JSeUYfJOzsFXFzlyGpirQ/noA6d6xDTRVJVRasWqsog4sMyVXry5ZR0dcTesWP94YThfs/aoyH8jLdymldzVr4ac/XDnovfbTianSB+8mVs99WpnBmA8P3ZvSrn5+H1raP3/u8Bf+/NbHdm0G4SVJriHjjG5Y+m2IZj5Uk10fbKF2LWH4kY7XO0LihWnh1j+gX5QoI3KkhaV8YM7yeh5yQErR5StadT59G+pTJoFF5PDZ+UQUA5UDV2eDwQ2owqTljZ0NhYQt/mOEgJ2XYUwj17fUIeVZF1s7CuTUN/Zx26uiRsW48sOCb5t0kI7Pxk3+qQU5VTY1cXAybHaGR6/DKdaSA+zBJFwj6G7gOhmE+IujnLz4KLEgaHHF4iVr4O8XZO63LBylMx6495Ln805Uj/GOqZb86UOr4N7vghKTN8e4gxyJGDXPnIHOMVx+LzlYbZsMQ2DZsPRgwOWxqXNUsvBNnpYj6ZejPl1NOaTFiqb1imhm1ivPIdebWan7aDuxWoHeBMIOA6I1AZOxcJeScinxOaa1UuSgvRMHhtmw822XoAypUCcoXpaXR1r9sUyjkLscOspSy8GOZ6RsMqvI2DJzVc0cQ9hckciJoaodJhG7ra7+D1TfJlpX/dY5wYd6bzDMQD1k2KCC4OfDc6MdF2xtLzijKNGB6ybOYRK19zmEFB64rCPm/YetCx+uE5DmwdRE6fm9E5vg1mBu0uhFpeYvPxvXTvcbQuKtoXqiZzge3jMf0jjmRds/QNS7I6JF9Op7SFfNq6VIdfk++QVHkyNfVSXu2R1ctV7ijmQjK/TELVUmw1+dqBTRX5XDAQZRImPvWNZrxiKNueaDvMHBjtc8zdu8W+uR5b4wbrW22yfpjSZNoF+xb6LKQjLi932DTzjFcinIZi3mP6hsY1T5mGGZwuUnglxD2HHjt8lbPzWrCRYDKPi4MOW43rqrt2ei52GrWd4SY7jFl9Lp0R8oWExuUByy/MsWY0/SOOqBuz9HxJ1M2ZuwDFXNBVSx/fy2K3j12dDSzbCY9gd6kocLMwM2i7DNVqkT1yhPX3CVEfFl8sMeOgtT883GJwREg2hcUXHa0z/Ylmma/yTN6ERHdZey5qasR0NqU11DeyWA91nyYVQTVWeK0YL2iKlmBGHgSSTRv0zKp1yxSKtmJw1KH2jih7EXhB9zTxdlDz2PO0hV9rk9OmXTg6uUOKSuEj0ri4Qx4tsAwsU1K0NP2DmmwJRodLRkc8eq7Ar6a0ziuivifpVsULH0LVbEFTJsJ4URH3Q5dDmOvp8JoQ1u4w6sDknNTFjJ3nalos0FOenofxvibtUz2c6bD5gGJwBJprCc0LA8xIs/iSkC1o1t8HzatHiHt93HD4Dn+Dbm/M9NDuIkgUw33HuPKRBJs6lr9GoEB0M8b7mmzeZ4h6MHfeMXd6QL6nMckX1VQElTvKpp5ohdW6ZrUxq3+K85Ok+KT6OTFmIczzKtz4Zhzks0OODAb7DL3jwuhEDlaQTKFONdj3gqdzZozZGCDdAX4wwI8zfFni7bcSTwXQ1Uu0RowhTRM6rRa+06JYbtE7nrL5kKGYd/QeKkB7Rqdj5s54WqsFXiDZtjAfZLxtDMM9mua1EP7WgpATY15XR7UEEnCqJ97sTqNWNq5f7kzYRrbSYO70AGjRO6LYvN+g8ibp1SFOC0vPK65+BK58OOHo2jHk+Vdmc0Ar+F0sCtwszAzabkEEfXAfVz48z/BoyeLXNOlGUKvIVhqsvTfCRdA57WifC6TZut2nls6Rsr4BmdyY4qfL9Q5vBJkSWmuOlktUJSUkRCOPMxCvOVQ1W3NwIKJ3TCjmHKqA5ssxnTOOudMjzLUubHVxvT42z980dcGXZcg5jcewtQ2XBB3HLH2jzdIXO5R7OnTvadA7pijmPOvv83R7MXNnPc3VMgxwGQp5W6FKsImgxwQibnZ94QOYNLFPjFbpJgWK+tzVy71RU/nx3FG2ItrnhtioSfcexfp7I/Y83SDayvBamH8xYvN9JVc/ssD+jb2UFy7OqBwV/Myg3R3Q8x0Gj+xn872O5jlD51xB1C/xRtE9FnhQzUvC3LksTGiK1bRiWeXGanWJncYMmFAyak9uZ/XTxqoSYzTVJPPA/tdjX1UZFaOV4JHlCw4zgOWvCwsvDTCr2/itLm44fEtG7HXhPT7LsFkG6xuo8zFLL7VY7sxR7F9g6/4m2/d6Nh7x9A9HdM440k1L80qBbQTv0mtwSk2a03d2Q+wMLyctVfU52xmq62nIPtFe04IqFHMXMkZ7GgwPeLaPRyw/G65Z55yQLUZsPmKZu3CAZq+H3drevXPzrsVMD+2ugEQx/thBVj8YoTLH4ksWM7TgPP1jDcbLQrIBi98sUEVQcg0flG81IjINM+uKnRdCY3nFuK+Jrd4oXCxknSD5E2R/QguRFxivRGyfUIz3OKI+LD0jLD3XR525gut2KXfbiL0Wdhq3jU3UpSusnJpn6eg+Nh5us33Sc+0DkF6LmD/tSDbLibG2cTBCeduEsDmjkj2q+kAr4i2OiXSSj6aG/7qe0B3nvGwZom7O4jcLbBqRLUH/aIP2uRFmaFl8SZEtCVc/GHHs4kFkMJqFnsw8tDsfIujlRa49tkC217LwbBA2VJklW07oHQm8sj1fK0ivjYMx25Evm4SQTFnwvtI5m5BMVWXMTLU8qpL6DcVoJVQtEakawi3FnGbrpKF/wqJGnsUXhKXnhkSnrmDXN7G38sasjdvqVWRjiz3nF1k4eYCN9zTYut9z5ZCnfTpm4ZXQ6wqa0bLCGRju1TTWHNHAT6TDbaom54YdTfmBxHs9xcOrkHerJYrKVkR6dczKM0Gdo3dEEfUTkvWMdA06ryRsPWzZeN8CK6uLd32/p/dg3cyg3dFQSUJ+30E23wPJVc3CqbwKbzz9g5p83rPwIsSbeRjoW2t/Fdf3Zk7oCJUxs+m0AKDKcMOaYRgJF/T2NeP58DkB0s0gpDhejlh7n5DvLeg8F7Hn6THJN69g19Ypb7NBIb7IKa+soja32HdmmYVv7ufaYyndhwuyRcPK14S4a2lswGBvCEPHCyGHFg1sqGbuOCd14n/SJpZW+cjq3Oqq4FI30KMFm2jijZy5c0EgcnBAk151eGWYP1Uw2huz8bCnc+oAZmv7rifc3u5VztubVHK7QwR1YB/XHmvgjWf+lAPniTbH9I+EUDNdE1qrBap0FHNmksvZWZ2sW4FqLbDJDVlNRtqpTLuz51KVEA08rauhAXywP+Lq42G6+sHPaQ7/yiWiLz5PefHSbT31yGcZ5cWwr4d/5RIHP6exDc/VxxXDvRGqCMcY9X1obo+mMxQmar3VLIJJvi2Z9nfi/aQlqn5PfPDYik6EKh2t1YJ0LUxvHxxtEm2OEevpnPJ441l7rInav3dCG7kb4Qkh5428bhVmHtrbgGo2Gd6/h8ERT2NV0VgrMIOScj5hsF/jIpj7piXeGJMtp5MbzMuUQDtpNIfJTaZeVc0MXKqQL7KNoEWmCk+SBeFFgO4xw/a9EA2EfV8uaT11jvLq2rtK58uNx7gz51kYjoj6R7nykYj1Rz3ly4bO2ZLGehi6Us8FtRU1w+6sZlbVzVoUchLO7zznO94TB9lSQrI+pn1Rs/GQpn9Ak64lmEFJ85picDWif8Qzun8vydW1u5ibdvsXBWYe2luFCGrvCpsPxHiBuXNBg1+sY3AwJluExlVPYzWnbMfTgb91TsdMJYAQmTLe/bQy92pvoGyqMDZOgx47or7Fa1h/OGLrQU/jqnD4N0c0v/RKyPe8i4zZBM5Srl6l+aVXOPJbIxrXhK0Hg6y212D6NnQZ6EDtKJvXf4V35iHhVZ0E9XtVV8bO1inbimheyWlc9WSLMDgYIzZc07lzDq9g44EYtXfl7vbS/I29bhVmBu0tQiUJo5Mr9I86GldDrifq5RSdmO0TCp1B53wZhv8quY7ZPyHMMm3tgXBjiScYy3La2uSNomxpxvOBUS825IPyecPq4xH945b5l4TDn9vCPP0ydmPz3Z289h67sYl56mUOfW6b+ZeE/gnL6uMRRccEHTVL6C6Y15RNfR1tQ5VVhbM+n1RcPh2WTagxOzounFGIdXTOl+gctk8oyrmYqJeTdC2Na0L/qGd8cg8qSW7p6bmVuN1DzplBe4tQe1bYeCjBxZ72BUfULXBG0T8c4zWkG55kPcNHCtsIlbjrZLMrD6Imi9bN2JOCQa3OqgSbCqNlhU1A2RBulg3N2qOa8b6SPU8o9v/GKv6FV8Iw3XezMavhfTiW519m/2+ssucJxXhfydp7NS6pzqcDm8BoRYVQdIcyx4TaUjX71/2xEB4iOq9CVB/Op00VPlIk6xnJhsdr6B2JcUYRbRe0zztc4th4KEGtLN/KM3PLEKqc6oZetwozg/YWoNKU7OReuvcHxYxk26JKVw05EVQBndM5XqswIm4cKpq4ILRYM9adluuUWWvJoJ3Ja68g61R5sxKifrgpNx4yZMuWfX+oWPmtc9hXzt7Wif+3Cp9l2FfOsvLb59n7BU22Yll/T2iOj3tBARfCOfLq+mJL7RHbHV0WTsu046IMRZy62myj0AM7fypHFdA/ItiGQZWOZDtc6+37LfnJvag0vYVn5dZhFnLeaRBBrSyz/nCKN57OWUe8XeCV0D0eCLONNY8ZlMHjqnT3gz6/mkxoqoUZ1Y4brg6bJvr5padsqKpRGxrrFlV6tu6JGB50LD6rWP7DK5SXrrw782U3CmcpL15m+QtXWHhOMTzo2D5hUKUP5ySn0nFTk/7WkM/0E4+4FofUryrGeBPmfda/ewEzKEnXg8fcPRYHhZDtgs5Zh488aw83gpd2F+bSZiHnHQaJY4ojK/ROOJrnDel6MFxlO2K4L+RoOmeLMEmpZaaChnW/och1U5jqEHOn1tfU6IXt6QIaGyEZPthv6N0ThCH3fnELe7dMLHIWd/4S+76wRfOionvSM9hn0GMXzk1BpXwrkyrmpO2pmlXqtUzH+pkwm7Tuk52E+k2DWMf8mQLxMNwvlM1ABkjXSxoXDL0TnuLIChLHt/ikvLPw3Jgxu60Nmoj8IxG5KiLP7li2JCKfE5FvVj8Xq+UiIv+DiLwsIl8XkQ/czJ2/FVCdDlsPNHENz9xZNxnP1jsc4RJoXvaYXoGL9LSaaf30Jqo4Z7VRE8/0xqurblXTuq/UV83QYYaWbNGw8Ygn6ir2f3EIL5+7I8PM14LPMnj5HAe+MCTqKTbe68kWDWZoMUOHKnyYWrVDkRe4rpdzJ72jrnhK6aZzQQGXGEyvoHnZ4xLoHY3BhxF/nbMO13Rs3d9EdTq36lTcMvgbfN0q3IiH9o+BH3rVsr8G/Kb3/j7gN6u/AT5FmJt3H/BTwP+0O7t5m0BpWFmgd1zQfUVjPchKu1iTLQRr1L5YosYlZctcp3FWe101ReN6D23aoiPWB9UMI3gDYsGMLPm8Ye2xUDXY/6Uc8/zZu5IP5YZDzPNn2f+lMHpq7TEh7xjMyIIHb8AbmUgPwZSDVs/w3DmUZWfoqYqwvGxq1LikfTEk6PJ5CcNkHKTrFj1Q9E4ILM2H78TdAg/eyQ29bhXe0KB5738PePV8r08DP1f9/nPAj+9Y/k98wBeBBRE5sEv7esuhGimjo/PkHUf7rGBGJXpcMl6JKBvQWPXE2zm2FU0qlHW+ph64u7OxvK66BSJo6AgIMwWE0ZKeqGvYWLF5n6ZYLDnwBUfj6XN373QiHyYzNb56lv1f8BSLJVv36YlXZmPFaCko9TpTVz79ZL6pznYMNa6nuVeGrVbUVaXHtiLibkFj1VM2YLQSo8cl0bCkfS5IMI2PLaDSu4vC8a4POV8D+7z3l6vfrwD7qt8PAed3rHehWvYtEJGfEpGviMhXCt4dYZPqzLF1b4w3PggQVp7XeFHhEk/zmkONSsp2NJmHCVQj5eykAKDKqhWnaqye6J1lDpsIwz2VfI4KN91oxTA4VrL4VUPnyUvYq9fuTmNWw3vs1WvMP3mZxacNg2OW0YquHiLhvA336KlOXJW/rOkZdYtZPS5PZ3Zq8Kr5oGU7Qo0LGmsOm3rGS8GbtpGiedXhIs/WyQjVmbvFJ+OdxR1f5azm5L3pQ/Def9Z7/7j3/vGI2/8pJ8bg9i4yXoH0WqBq6FFJ0YnJO0LUFeKtEp/o6QBdI5PwpkyDCu2kAGCn1UyoBoakChsLZSq4OFA0bEPTPSlE25qVrw2xl1bvbmNWw3vsxSusfG2I6Sm2TypsQ4dzlhDOYSShQb0qzOysftahp1iPTULY+OrZpV4rks2SqCfkHaHoxJhhSbJVkl7TjPYIbu8iYu6ODsJ3Qy/nWzVoq3UoWf2sp0lcBI7sWO9wtexdD0kSBifmyJYc6VowKGpUks1rijlINj1RN6eovDNqscGKxKnqm8hP82fsIHiGthwoU4XOPclWGCk33KPJ5x2LL4A5dXmmybUDvsgxr1xm4QXIFxzDlfDQSDc9OvcUjSB+iZLJyD/UtNIJTKrLqqgUbyGM1jMSOgW6OcmGp5iDbNGgRiGvlqxDtuwYnOjcPdVOz7SX7I1ebwAROSIivy0iz4vIcyLyF7/NOm+6yPhWDdqvAD9Z/f6TwC/vWP5nqh35DmB7R2j6roY0UobLoXKZboYwBaPIOgopIN1y17XaTOSgq0Q01U3jdegpVJWKhjMySUZ7EyYfmZEnGjhQ0DsmJBuKxee6uPVXpzJncOsbLD3XI95U9I4LKIj7FjPymMzj61mfRfC+alFIlEwEIevZoDURd2LYCNcz3XZIAVlHgQnpg3QzGMTRskaajVty7LcCuxhylsB/4r1/D/AdwF8Qkfe8ap03XWS8EdrGzwNfAB4QkQsi8ueAnwa+X0S+CXxf9TfArwKngJeBnwH+oxs4sNsfIrDQoWwKzUuKeNuihyXFXMx4RYgGkG4U2KaZhCx+csNMKRuThukdw3lhx+BfHygG6aZFjy29Q4ay7Vj4pkOdvTKbE/lt4MsSdeYyC990lG1H/6BBZUHOO1AzmBgsCEWBWqIbmFQ46xyb13KdXLdtGpKNkmgA4xWhmIvRw5Jky9K8pCha4btxd5Bsb6zCeSNVTu/9Ze/9U9XvPeAFvjXf/qaLjG8Y/Hvvf+I13vrkt1nXA3/hjbb5boNoTXFggeEhT+OyTEaq5QuGYs4T9aSagxmFhHPhAh8qVvhYppynyiOQMshGezN9DyXosUW8mhBA+0ch3lTMP7+Bm2navybc1jYLz2+zfe8ivaOe9oVwDs3IobIQStZiAJOJWXkYpOzqa6BkOrk9d4gPubWyYYh6BSqH8bInnzdEvRwU6DEMD3nKffOoM/rueODcePp2RUS+suPvz3rvP/vtVhSR48D7gS+96q3XKjK+ZtR3d2Qz3yYkjhnviSmWSloXIvTYQekomoLKhXTLoXKLHqsJVaP2AAizv9BViFlTMYLCarX9MoRGwVMLYU/3mME2PHuedsj5VdzdcLO8RfiyRJ27wuI3Olz5qNA7YuicKyfhvrJ+co7DKL/qgVI9YOrwn4qbVo++U7mrflqSbUe2rCiaAqVDjxzioFgqGe1NaBtz5xs0z5tJ+K957x9/o5VEpA38C+Avee+7b2f3YNb6dEOQZoO8pYjWDM1Vi+nn+EQzXgoyQemGDV5VrIJqQ32j5FW1M1KVIeM6cq0qg9fmqsZ08VC0FEVbsX0vqEyY+2Y3qE7M8LpwvR6dl7roTNi+L5zHsqmmZOV4yjEDJsKZ4sIwlrpgozO7Q+Wkmuwu4RqrgkDfSDSmn9O6YonWDUVLkHbr1p6Adwq72CogIhHBmP1T7/0vfJtV3nSRcWbQbgTLi/QPC2ZQTSFXoYSfLYK4cBPYhpmozeos9Fa6aJqErjlpIUcTfuJDeBPWDTePTSqpoOWCxqqgrm7e+U/+XYAvS9TaNo1Vwa7kldxSCCPr/JkqXPAy6mtQE2wLP/HS7ISAa0MXgVHYZlS1uEG2BEU7AhW+C6Yv9A8rWFq4VYf+DkNu8PUGWxER4GeBF7z3//1rrPami4yzkPONIEK53GJ4X060Gk1ClrIZpH3MANTY4mM1ycvYRE/ansJIOZkusz7kdQhVTS9M+jjLRpC3GS8LjBWLLxW47sw7u1G4bo/Flwq692vGy4IZQdkQ4m7FPas5ZqWHaqhKPV9A5Q5TTCWdam9aqnya5A7Th6IFZVsTb+dhctScp9hTUC63kW83lvBOg9u1LX0n8KeBZ0Tk6WrZfwocBfDe/wNCkfGHCUXGIfDvvtFGZwbtDSA6JIZ1YtGjmKhbIFlB0WihCmhsOFReYuMY2wgN5Tp36GKH51UpperMTTTv61mS9bKyGULYoiWMHxqh1hMaF7fuqubztws/GtG42Efl84weGqOzlKiviAYutDy5UBQgElRWLatCfptMc2167PBGKBsa8R7Vd6ispLHuyJYUZaqQrCDqGfQ4wqXBQ4/0HV4YqHlou7Ep7z/PG7hyb6XIOAs53wBiAhVDnU/pnPboUQFKkc+FJHLUd6AUZarD3MeRxQzCl7psalwURquZUQkCZUNPpjiZUQhNbVq36TARLGydU6iN3p19g+wyfFmi1ru0zitEwoQoVRA6MNLQDWDGFlWpBJcNDZX+WVAOFmxDIT7o2dXTpMpUgwqGESFce6XQw5y50x45n4aCw13QMXC7tz7d+VfgbUIaDYo5TbIuNDYKbCPCmzBV2+sQLpbtSkF1MwctFO2QT9NjV6nQhtYnr4McUJ1Ps4mayG+bgaWZezaXDG4QsfRCgdt+20Wfuw5uu8vSCwW9+yKcgeY1OynElE09SQMoGwYO22SqhGIGtgpDdSXZbYk3LWXLULZCusEZGC8JxUKKlI7mWsloPSKf06SNBtzpcztv84h65qG9AaTVpH8wjKQDcImmbGnKpkfKaaVSZy7M3mwZsgUTQsxhiVfCeDnCpopoUIbBuKmmaIdnSTQoK4khwcXCaJ9HCqFxeYAb3H3yQG8XfjQivTxEinAuXSwTgxUNSpDwwClTjRmURIOSsqEYL0XBw6686/GioWgG+W1dSQyJDV5f2ay876oH1EXQP3iXdAzsUuvTzcLMoL0BfKtB96RjvCd4VXpUBuFFJ8TbEHVz9KgMTc6NMBk9GlYhZlX69xLGzqnMhlCnGr0W9UukCNO8y0YtaQPtMxq12bs7lGh3Gb4s0RtdWmc1qmp7LZuKsqmRwmH6BV6FZd4IKqvG4lXzCEL1ssRUeTSbmpBXG5XE2znxdj2Za/pdGO9x9E46fLt5S4/9nUDd3vdGr1uFmUF7PYjgGzHJwQFuoQjj44bFRHgx2faoYQ4e8vkoCA0OLMlGjtOKfD5CHDSuFZixpWxFuFgR9S1RLxA/barBQ9QLrTo6E+ZPW/ws3HzL8Ntd5k9bdBaItFEviD/WebS4WxINXOgEqCgZjbUguZ3PRzitSNdyzDAIaxYdEwi2w7wSDQgdBmpUBg99sSA+NMA34ju7BcoLuBt83SLMDNrrQVTgIVlBegbTL5C8rIbZMpla7lJN3gnETTMswPvQFtXW6LHFDAqKpmG0J8ILRN2gtjrek2AbmrhXEPUK+gc0432WqFviRnd4LuYmwo3GxD3LeJ+lv18T9QriXoFtaLKVODxAtnO8wGhPFKrYgwKdWYq2Jl8w4DxmEIbfZB2NbYQUgc78hMumsiKEqH2DtVINjb7Db6ldJNbeDNzhZ//tQar2pXK9QfOSRg8KKO1UfLHSrXc6kCzj7RIpbJBr9hANLHpc4kzoIBAX5LTFOsqGpmyE5nU9LHGxpnccGgf6iANfzKqbbxW+CCmAxsE+/eNBIl2NSqT0FM1Q3RQbqsziA//Pa4UelZhhRb6NFVJY4m6JGfvJHFVVFXm8AKVFD3MaFzXFRhhrV39n7ljc5gZtVuV8PUiQZzbbivSaR6wNvX4myNTsnNAdd0vMsMDr4KlFvVD2x3lcM0wnircdelziqwEqyaYl6hWTtik8jEdx6DTwu8dgvOvgQ75yPIpRVIrBYyGuPGPx4CONHpek66E7wCUaPSyIt3JsRcHxWmEGRbXN8EMseB26QBBBCkvjmqfo6BBu3g0e2m2MO/zsv02oEEZEfSHdDnwznxjKVPCqCj2ikJeZFAZaUcUzs6jc4hKDTRRmXPWAKsGmGpU74q0cKaq2KYF4W5ArCWpY3OIDf/dDDwrkSkK8LVWu0gSPaysPSsGpxotgejlmHCS4XazRWZBuclqwzSjQbCoOoY90NUHKh+9AYkCEZNsR9WQq1HmnYhcFHm8WZgbtdSBa40xoQDcjh0sNrhlTNGWilOESc93w4LxjqolDQbSxmDMh3CwcUoTp6kU73BhqXOISM+GtmWGQC1JZcee30NxMeI/KS+JNRTQI+nPFnAmh57icdGbYhplel0QF+SdAVTMeijmDq6dBacGlUTBsGsoGuGaMSwzR0KEzcEYh+s6eAjWrcr6boQPXKEj6hKbkoh1RNkMOzZnAaXJawAVjNV4IZM2g8KDJFgIlQ5wHLaFq1lIgIN5TtMNnvBF07on6wCx/9vaRF0SDakSgEbJ5RdmOEO8rtr8KYWI1E7VoKvJ5jYt1NWdAMV6sigEu9HiWrXCtnYayKZStiHIunnw/XKzv7Con3PY5tJlBex1INXoOz8TbKtsam1R5FCOULV1Vt4SiHeZz2jh8qW2qyTph6AkeXKTJ5kK/ppcQzuYdTd4JAz3CDE6PzAza24aUQYZbbMh3ZR1F3gnXyotQtEL10kWBNlOmQjYvE2qHjcPfZSsYKa/D9a3zpzaBYk6Td8wkwnLxzEO71R7arCjwRtjxwPWaIHCnpu85PU2bhETyjs8oqRQ1/GR9r8Nndm7TmeDxyS1+ut1R8B6p6iphXsOrzruq/hbCA0uFavUk/VN9xusdfysmFc5Q6Q4yRGGDtzR19M7hNj/ImUF7HfhqfiMEY2OG4Q5RhQ7yMqVHj/1ERtuMHFF/OrFbZ5ao71FFtY3SEQ09YiWEPg6ioSMaSNVCFW4q1MxxfrvwRmPjcF6V9ZiBJxo6cCHU12OIRtVYQaMwWTCAtUqKKj1R36NHLhhHG4bXhPSBoArCe0w9ElU4/J2c+3wXPHBvC4MmEkK22y4R7iqxRkVVhSyq5H1EPl9/6cvJbE3TL0g3FToL+mYqs6RbQbEBAbGOeNuiqtYn8Z6oa0miarp3JJQN8NFtcVne3YgMZQvMIJzbdNsRd8vwIAHivgvqGc6B0pNJWyoL6sM686SbLhBnJfRxmrHFRaH7wwwh6lXdBZ0ozBgoHNg7vF3tNrtFX43b4s5x7QZmz1Hs+Yu3l1yOtUjusDG4RCZ0CjNKEUvoFhgWeB3jtaq054MB81V1LN4uK6WNwGkLN0GopvlIhx7BbjDoZQp5xwc6wAxvCz425B0PLuQm424YDF3TbKK+nRgrb8JAFZ3ZSTFH5Q49CuMKvQletx6WsBAhJZihD0RrwO5NsAlIXhnIOxhymx/ebRHb5Itw8UcPoY8cuq2qRCHkdJRNyNsKsTa0u4xC2IiAykOfoEuCwobpFyGMSUICWo+C1pZNFC4xqNxiRmVoUq+qblG/BO8pOp58j63oAbfPeXjXQQTXiMj3lBSdKh3QD8anbEe4SGGGgSdoU4OtpIL0qOrqSHSQdBqGh6tLQuFA8sBHEyeYsUdlBWIt+ZyibAS6h7e3+R3/djGrcr4xmo2c43/iFdY+fhC9vHSrd2cKa4OhmXOMloOHRWnRVb4lzNcMon/FnAk3QhYItkXLULQDMVPllrKlyZZifKSD6oYRRisRZStC5RZVesqmp7EyxDajO59xfjMhCtswNFeGlaEJubKyFTFaiarhzhYfabLlmLIVPDKxPmifNQN1Q2UlNg08QQSo5g6IBZN5KEPnyHhZKDoh13Ynd3jcaIXzruehZdbwN479MuonrjL8yD2o1u0xQcdXsxz9cs7ogMc1guekbHC96zmOAHlHU8xX7xcOmwr5QmXkyvAlzzqKshUan1XuKh5bJSY4tqRrinE/Cdpbd3j5/2ZCdFAFHnZTGtdC14aLFEU7eM0qD8OGi7YJnrcjdGwkmmzRYNNqoroKiin53PRaeC1hfQeIYJsxw/0evxy0iurvzB2LWafAG8Pmir9x/kf4947/Aed+WOEfPH57yBn78NRttLMwCKMVhfxW5VY7A7iQ/FdlIGPaRlQpNTjEgm2GLoC4W5JsByNmWxG6cDSuFajcU8yFMKhz2hFdiAMxN45u9dG/ayFxhEsU8YWYubOhg6OYi1C5p3GtQBcO24rwWki3LFG/rKY7GVQJZhAMnm0aXFUp1eNqklf9tfSENriWodxT0Ghld7yHBtz2IedtYDUCnvraSU4fW+LDj32T5z75IEfXD1KePX/LK5+SWYbdFhQKm3p8Ek0oFkVLQghZOpKNEheFzgFVOKJhiRkF2edsKSEalCQbGWU7IluM0CNHvJ3jtSJbiiibGpM5VGHoHzS05tq4weCWHvu7FWquTf+AQRWCySzZUpDPTtYLpHTki3FQEO5bTL/AJZpsOUGsJ9ksEO8p50JoagYWVXjEOnykyduBa6gKj0uD4SQXhtsN1LjHHV7jvKXh5I3gtvDQ0KD7ivEXVlgft7jvR77J1U8cuvX5NO9R/SGNVxKS1WD7a215bzzjJaFcSLCNyoj1CrwRxitRSDSPgwBg0VIUrUpPaxSEHG0j5HnwYcoQVK1Uc47t+8AvdmaFgbcCEfxiJwwbnguj6vBM+GS2WfXWOo+uhtQULUPRrCqZ4xIbKcZLlfpwLxR5bMNQLiTVLAmP+CBEAJCsGhqvxMhgdMsfwDcVnkm4/UavW4Xbw6DhESBd95z+6iE+s//LtH/iEsMP3/p8mh+MmDvribtUjHJBSo8qBNuYTnEKsxzDsBOdVaPqEo0eBSqH+DBMxRsh6lqivg0N0Z3g8UW9Ej32xNuKct5SrLSROL6lx/5uhMQxxUqbct4Sbwt6HM6tKj1FJ8ImwTOLt0u8EYq5ynvbKtEji0t0kBvKwrUUF1IJTkulYQeqkAlZGgdRDzpnHX4wurUH/07gNg85bwuDJgJ6HKpHrfOK/+wrf4y/fPxznPujCv+ee5Do1t3YfjymsV5SNoIQYNTLiTcz4m3ChRMww5CDyedjlHWka0GipmgbbEMHjfpB4KcVLRO07PNKYLBqhLZpEHxMNgDt2b4nRXU6t+y4361QnQ7bJ1MwjmQzDBq26VQwwIzCRHQXVV6zCGZoMWOLbWiKlkHl4RqK8+TzMd6oirMWvI94C+LNDNMvKJsK24B03eKHd8FQm10yaCLyj0Tkqog8+xrvf4+IbIvI09XrP7+R3bstDJq3YeiuiwCB9Kkmf+XJP8lnPvYFzv3AHOr4YVC3purnxxkqd4yOFnSPVdPPh8VEW94mCpWVVVgSbhKvBV24kGcxQlkNT9GZnc56rOdzZq4abAujlcBnito5Ww8Cs7DzzUEEFjtsPQBRq6BswnCPxpswpEZnlWpGczpDVVedAWWjmr9aenQlFxQkhgJBWuXlZKJ6su2RURDm3D6hGR0twmSo/M7XsdtF2sY/Bn7oDdb5fe/9Y9Xrb9zIRm8LgwZhIKxXgosgGngaX2rzjd4+Pv7pr3Ll+/Zh9u25JTe3t6GCadoFo72eYiHBR5po6PAaxguq6hJwYdCJ9SE0STVSBo+gDltq5Q6dhWUuChO7wwQhR9zzJNsed6FJ2XYUe+dmYeebgEoSir1zlHMOf75JsuVJum7Sc1nPQRXrK1VgsNXUdHHVtSo9Zaorme4wYEXlDq9Vda1D/62PNEUnZrzHY1pFRaq900sCuwfv/e8BG7u93dvDoFW8lZ0l8ajr+dqTJzmWbmB+ZI3eh4+i2u1bsG+OaHME5xqYcZAT8onGDB1ee7IFwTVMpaoBOg9zHBGZGLGJYbMht2aTIMGtKzKnMxJkuwceM/TMnRV86tg+2UDN3YJjfpdC2i22723gE0f7nGCGnmjgqwdl5X3lDvGEYcLxNAyV0k+MGyKT6+h1aI1yDUO2EJSKzTCIfdpYYUaCnGtgtsZ3PmUD3kzIuSIiX9nx+qm38N8+KiJfE5F/LSIP38gHbg+DVn0PXASqbuVU0Lii+Jkvf5z3rVziwvfLreGneY9a79I5FfbTa8CFRLMZBI/SGTXJy5TNEJbqzF5n2JwON5RUSrZeVVI1SiY3kBk5VAnxdlDi6B0XWOjcsnD7XQWlYXGe3rGQvoi3w1BgM3KTSfW+kgeqz70qHKr0k6LOxJDVYWgzpAVU7rCRwkWh2T3qFoHGUfEQO6+AWtu+syuc8GarnGve+8d3vD77Jv/bU8Ax7/37gL8L/NKNfOgNDdq3S96JyF8XkYs7EnY/vOO9/5eIvCwiL4rID97ITkhtKAjOmhkHjpc46DwT87un7uXHPvokZz81d0v6Pd12l3TLk+2zDFd0aCrv56RrHq8h7xhUVmLGtlLNqMJLqpumng4Vh7F4UnUKQFU1dX5ys8U9S2OtpHU6oug4sqNLqDR5R4/33QiVJmRHFyk6jtapiMZaSdy3wYDpMMjGV8J1KneTkN/tvE5FHZpWhqwIChsqKyk6Bq+hcS00pftIM1zRjPeXJFsO1+3dsmN/R/EOVTm9913vfb/6/VeBSERW3uhzN+Kh/WO+ffLub+9I2P0qgIi8B/gM8HD1mb8vIm/sXtTChxGV5hSTk2LGnuSrLTSOP/UnfpcrP3AQvfKGx7Wr8OOMeLsED8WcBLkYLSQ9j009o2WFi8JNIGW4CSbVyyqsqY2auKCt5SIJ+ZzSIWWQGxJX9YhqYf6UAyesP5Kg9q7MigOvBxHUvj2sPZKAE+ZPh1BRbDinAFJ5xy5SlTqwn3hUyvoqDK3yaaUL17Dy3lysGS0ryoYn7rkgpd6JKOYEsRIUVsbZrTwD7wiEd66XU0T2i4QvvYh8mGCr1t/oc29o0N5k8u7TwP/uvc+896eBl4EP38gHbRJCBC9BPM+mhC9kCWYAv/iFD7E36qJ+dJ3BR06g30FKg7eW9HKf5vkdPX1KiPoWKYWyKWGOo6+8MCWgwk2jihBilmkIRaU2bJ7J8A2bhM8iEgQEvSddL2isCoNDntH9e1HN5jt2vO82qGaT4f17GB70NK8I6XrF9m9UggJVUaYeZjMRZKweJPW1qRvUUSGn6apr6iNF0RRUIUR9N/H0AFrnNcml/t1TENg92sbPA18AHhCRCyLy50Tkz4vIn69W+ZPAsyLyNeB/AD7jb0A98+3k0P5jEfl6FZIuVssOAed3rHOhWvYtEJGfqhOGdjAAFUJPnXtsIlXSPOyh19A+rfnvfudTfP+hb3Duxzzle+9Bpenb2P03AWdR612SLc9on8emIXSMt3LSdYK80FyEGRQTI+UrgwYEPS0b1G+9riZsOz/Jn6mi6h1MQltNmQZPoXM23CTrD8XIgb0zL+3bQQQ5uI+Nh8JE9M7ZQFgu01CRtEkVZhaukkgP576+DrWira8GCYv1k/VU4TCDgnwuDMZJ1yHeykPfZ0Mx2udDrm59C9xdYNBu0Du7EQ/Ne/8T3vsD3vvIe3/Ye/+z3vt/4L3/B9X7f897/7D3/n3e++/w3v/hjeziWzVo/xNwEngMuAz8rTe7Ae/9Z+uEoeq0cDp4Y1Bp7Es1sacKR6WE5a9qfuGb7+OvfNe/4fSnG8jJY+9YkcD3+sQ9T9lxjBcVZTPkzZJtR9mAbCGEKl5LFXpOE9HifBg4XKlzqNLjTfDkgqpDLQjpKZMwocjFwRtoXhaGhzyDB/fcmirvbQ7VbjN4YIXBIU/zcjhnNlFhylMi1dSnMC+zLtLUgo1QKaZUaYCJUSsDX81X1zFMf/Ik2w41LinbEaMlRdGxxF2PH9wFhNoa7gZftwhvyaB571e999Z774CfYRpWXgSO7Fj1cLXs9SEelEdZwvAJE7wzL4CE3JrOwxfQPDnHV7rH+ePf/wUufWIZveedyS+5LKN9bozZVmQLwYNEKdJNixkFaSDbiNDDclpVM2rytPIm5NKkDMnoMDsy5HQmhs3XskQwXNYg0DkXnvwb7zHIwX2ziudOKI0c3s/6wyYUkM5bvCLkNE1VbfNT78xFoRqN91X+sjJkppZEZ/K7zh16WGIbEXlHMEMh3bRQXcd8Xoi2NHPnxrjR+BaehHcWd6Qemogc2PHnHwPqCuivAJ8RkURETgD3AV9+473wk/64ME0nGLNoGOYfSln3UIa82ud/9xHODxfxn9yk//jRdyS/5POc+OImyZYwPOQom5qyHRFv5sTbnvEeyBci9KAIRqrW3SKMUZPSIS4knqmGr9SEztqwKeuJRg4XhclSZUNhho72WWFwzNJ7eBk9P2uHqqHnO3Tfs8TgWEn7rGCGjrKpwrCZSIhGocJcG7Ka4KzKUBCoc5dSDRaudeq8DsZPjwqypYjxCsRbnngzp2xHFG3N8KAj2RSiixv48s7vEJjgHapyvlXcCG3jW5J3wH8rIs+IyNeB7wX+MoD3/jng/wCeB/4N8Be892+cXNghCOdNyCNFfU/RCgbM66r62QzrtS4IX/ryA/yRwy9z7scd9tF7b36/p/f4zS06Zxwu8oyWdVXAcNV0bhgvVINry5B4dpHgjKDHU2NWc59sHAxYXQ2tq59SQmvVImXI/0jpmLtQYrqK1Q8pyofeGQN+u0M1m5TvOcbVDymibc3cxRIpXZj0VEzPYTinbtLLqWx17isVWxuHdiad7aiAVkYOpcg6wVMOQ4sdXoTRksYZ6Jyx+K27gH9W40aN2e1s0F4jefenvffv9d4/6r3/Me/95R3r/9fe+5Pe+we89//6hvZCPHpcDeM1VRuUDj/LBqh82kXgdTBynW8qvrh6nL/60X/NmU83USeO3PRwzA1GzJ3qY4aK/uGquyHWNK6VRH0Y7hfKdky8VZXwJfRqepkaMyB4DDt+15WCqjOhUVqPPfHAY8YelyiinmXhRSjmLZc/1oL7jiHJ3ctNkySB+45x+WNNik44N1HfYlONqc/dyGGGdpq3LILBwvnp79Vym6hJlwdS8QG3gnbdcL9g+tC8VobJ6MDgcAhB5071cXeDwsYO3JEh567DB86QV1ODpXKwaSDXKhtOUk3lqCtT219d4fNb9/FHvvfrXPnE3pve7+nLAn1lk8YVYXzAki2Glqe4WxD1PWUTRntj6rFnUgaFWq+rhHSV/A96amrCVq/XqWkfOneBElJVSW2iaF0uWHjWMDhqWf3YAurY4dtD1fcdhkQx6thhrnznIoMjloVnDa3LxWSU4KT/svBT2sWOBP91vxs1uTZeB29aXFWNVsJwb0zZDNFC1M3xRsiWDOP9lsYVQa9u3V3hJrz7PbR3BC5UMb2pS+fT5DgEUmSdWxMf2qNcJCSbwpd/5yF6ZULzx1fZ/s5j6IWFm7ef3uM2t1h8sQAP/YMap8MpbF+yqAK6x4OUs64khcRTEWmrG650k+6Auo9TKmKnl+n7ISQKBNxAExEWX85pn9Vs3+dZ/4696AP7764igdLo/XtZ++heuvc52mc1iy8HQ2MThTeg8oqGoWTSZlZfg0C2nRYCpqmBEILW3QR6WOIahu5xhcph7mIYhuKV0D+gwcHSiwVuc+vuCTcrzAQe3wRqioYZeWwCYThv8NBclVszQx9khggGrvMKPPHl+/mp47/H5k/0yd5/c/lpbjSmeWqT9Iqmf9yRLwTV2XQtJ+pDmcLgQAJVPycw6QjY+bvfQdWovbXJzVUE2kA4RiFvK/K2xkXC8rM5yaZi/VFP74MH0YvzN+1YbzfopQW6jx9i472eZF2x/GyOi4S8rYMcejXQ2VUcMhepyYPiunNdGbO67Snk3qrq5tiChGtoU4j6kKyHeQHZYkT/uCO9ommc2rirqpvAnZFDe0egYXispGyCHjNJ7Nq4albfkVtzRtBZyK3pLFA8Fp8X/u7Ln+C/efQXOfvDEXLy2M3zXJyF1WssP2exbUt/v8amBrGOhVcKkOClea2QyjDpLIQ3zlThzY5+TpsGA1YTOusZnnXxIPR5BipC0Qwh0sozJVIKqx/SZO87gZqbuznHehtBzc2Rve84qx9SqFJYebbEa6FoKsZLFfevChfrvJjO3ITgLGXQq6urnd6E952R6e+TsFTRPR5knRZOFaE6mhr6BzS2bVl5roQr1+4OMu0OyJt43SrcHgatFP79j/0uw/eMQ4Vz4EOfnAshRJ1b8wririefCzk3CLm2oiUM/3CF/+blT/H4R1/i8vcsYw7su2n5NNvtM/fiJunFiP4xH7w0IN4qiLcDb65/OAzdiIblxBPQYzf11lzoONBZLVGjrr8RKw/NDB06Czdq6BkNstLLz3rKlufSxxOKD94X5i/ciZ0EIujlJYrH7+PSdyXYpmfpGY8eh3B8tKwmczLNcEpmrh8Mda4MFarNNg2FgbqvU48rXlqsiIZhpmr/cIKLKmXarZAjyxYN/WOexoWI9ktb2P5dOsBm5qG9MaI+/PqVh/jJx77IeMXjdjAwQo9jHYqCiysqR5UvcVEwdGYE25/fR79ISP7oVba+8+jN42w5C5dWWXrBYlPPcI+i6MSo3LLwSolXMDhQDUFxhHxZTR2o2252SA7Vjel1uFmHP0ClwOGIhp5oSPDSVJB8XnxWyJYcFz6RMPjYvZhDB++oQoEYgzl0kP533cv5TyTki47FZ4R0w1ZTtxTRkHBu+u66cZA2DudyUoQRJny0uhhQ89LE+qqbA2zDMDgQzvHCKyUqtxTtiOEehU08Sy+Ea3+3eWc1ZlXOG4DuZ3R/8QBPbh2l87518k7QGVNFMF5uUiwIXzqXVIUDP+0skBKaVz3PvXCEzxz7Ctf+2Ij8/SdvGr3Bdvt0XuqSXlX0j0DR0rhYk6xnNK94ijb0D8eoIqg21L2Bda4M7yc3Vf0FkKq/s1bmqG9QVXqSLUc0dOiqUAAwd6Fkz1cEm8Clj2vWv+cI6viRO4LSIUmCOnGUte89yqXv0rgI9nwF5i6G/jgXCTr3RENHsuUmrUyTc1Y1mU/UNipu2c5zXleZ62ujCkv/cEzRhuZlT7Ke4WJNMWcYHIb0qmLupW1st39LzsltgZmH9sbwRcn+31jl5c/dw6Mrl7Af257QN8RNhR/DtOqQT5u+J5UXFJa1zhr+0Tc/yp95+Euc+8EEdbPyac4iF1ZZeMVRNj2D/SrM5ByVzF0o0TkM9wrZckLUq6ZqV1VPV1E0gIlyg1dV0/SrBk/Xxk+VFbdqdL1YYfNayf4vOUxfuPYBWP3kfuS+E+9c4/5NgGo2kftOcOWT+1h7vyfqCfu/7GisTfXNIITjQRQzMP9f7Rl4IZzT+hybHZ6vkutanUy/IFtOGO4NOdq5CyVqVFK0Q+6sbHoWXnbI+bvXO3uTAo+3BLeFQQNw5y5y+LcG/PaL9/PfPPqLjN87IupPq51ehYJB2QyVrFrZ1mtAhbxb2ZBQVPjyIr9w5n380Pd9hcufWLlp+TS33WX+hW2SzeCl2VSRL6ekqyPaFxzFHPQOGWyiMUM7aXrWuZvcUDVXbRJy1oocO9Q6atSj0wLHSsg7OhQaRo79Xy5oXlZsPuy49P1LuEfvCxJL76a8mgi608E9cpKLP7DE1nsczUuK/V8uqvxjdcyxXHcurttEVVypB57UOUtnph0cde9sTe0wQ4tNNL1DhmIO2hcd6eqQfDnFporBYU+yoZj/xjaud5cIOb4WZh7ajcFnGebZ0xz6pYi/f/57+Q/e93v0j4VqZ5kGukbZYFIMEFvnRcAMwzqqCAYwXfNkX1ymrTMe/9NfY/17jqKXFl9/B97KPpclcu5KqHg2PNsnTNU7qGleKUi2YHhQGO9J0MMgO6PzcHNd1ykwnho6G6upmq1REyUIvJ+oqFJ5cc7A4ICe9C/u+VrO/Eua7n0l5354juHHH8CcOBZapW5nwyaCajYxJ44x/PgDnP2jc/TuLZl/SbPn63mQVGoqBvv1dO6EMCHAwjRvU3tcqjqXOp8m/yfvFdNr4I1CD3PGexIGh4RkE1qXC1wSGt637zHYhmf5OYucvYQvy1fv/V2FWQ7tTcB2u8z94WnW/9ejPNM7xL6PXWJwUILyhq7oGq2QL1NFFW5WebRoCEVbqulRIQfy8098hB9ffpLeH+8xfv+Jm9IDabe7zD1zjeZFRf+YY7A/xjYM8XZO65JD5bDxoGa8t0myNppwo3aqbNhUTZqoa4pHnfuZMNvtlPgpFsy4Eir0MNinyeeCt7bwzZw9X9aUDc+5H1Rc+NGDZB97CHP0cAhDbyfDJoJKU8zRw2Tf9R4u/NhBzv2QwqaelSc0C9/McUbI5zSDfZpaj0tnLuRWd8j97AzVa29XZ3Wvpp/QY+riQH0NkrUR471NNh7U6Axalx1RN8c2DMP9Ef2jjtYFxdyz1+7u3FmNmYf25mCvrbPn967w5L98hB/Y/wL7vutS4JyNQ0gJrwo3ZSrbPVEiLUJo2v5mxF/80k/wyWMvcf7749ADudtVQGfxl1bZ+1QGHrbuU9XgYEP7wph4G/J5T++IwSUmtNBUVU28n8gKOS3BC6uUOSaGR2TSvlN/BoKnmmxbomHo+QwDdYNC69y5nP1fdMyd1gyOOC58X8zlHz5M+ZGHMAcPhKLBrTRstSE7dJDiO97D5R8+zIVPRAwOO+ZOafZ/ydE5m4OEYypTwYzCBKdky069dOcnVeNa8Xey/SKEqPX7dfhZf84LRN0clxh6Rw35vCfehvaFMbaa6LR1X2hc3/PVDH8XVzZ34nb30G6/Gr+zuLMXOfK5Nj9zz8f5f3/nv+L/88CnaFxLJ1y0SdhVFQ5wodLpItAjJu8BtL/Y4DeSB/jodz/HUxuPcGz7IOXZ87vasuKGQ9IXL7N07BhrHynZPhGx+LLH9AvmTxeUrYjxMvQPp7TPjTBjG+Z2Vgl/IDzVJBg1dkg8TyZD1YbsVZ9J10vKlsbVQ2Z0yOXF3ZLFbzjaFwJJtHfC0z+aMnf6GMvP7gmyN5vbuOHwHQujxJiQ8F+cpzi8zNVHGvROhGuaXhM6ZxxRPwztDcY5fC4aOJQFM7DTc/Aq1JOcvuU9kUmSeuL1CphxmMvZP5IyXhLSDZg/XRBkhTTb90SMD5Ts+aImffEy5d0wFf2N4Lml4o03gtvPoAG+yFHPvcKxX3iYv7XwfXz05GmeOPsQ6XoIN2uX1pmQPwuGbtoHWotCqgJ05pGnOiydGPKeH32Rs5fvZ/lXtrFb27u4wx57dY2Vp+YZHFpk+yFLumVo5Y5kI2P5WVh7b0T3uEJ8g9b5ERKpidLGpCigBeWmSet6Unc4MJn2elYeSU09iLolLglDjEOICnknwowdUd+x/KwjW9B0jyu2HnJsPdigefkIiy8doHlugNno3jTjttOI2aUO/WMtNu83DA8E9cX0qqJzxpFsVXSMJAwgMVVYqccOLaCy6XEDk/kMOyuXNY2nlgIS53EqUDh8lXOr+WmSOwZHGuGaOFh+tiDZyLCpYbQ3YvshS+OCYfmpDezVtV19AL5bIdxa7+tGcFsaNAheT/PLp5hbuZ9rP9nmxMfOceb3jxF3w5i7vDNV6NAZ5B3AhS/tzsSxGQWj98tPfIB//2O/y1M/eJS5cycxf/Asvsh3bX99kSOnLrDviRbnfsiw+aAQDQxp4UjWxsyfUlx9XLGlFPF2RLyZkS8moTNgHPoKpZIQ0uNpx0AdJuErrftoShTd6dFJ1VztPJQNja16HFUB6ZYl2bLs/3JB/2DM9n3Qv6+gf0KQYo7mpXmWnz9A49IAs97Db2zhRuOpksSN3sxVyCcmQjVSZGkBu9Khf6jJxoOG0QGHix1EBfEVw8JL0L6UYWOFS4TxQkj6m7HH+iCbVHtV1DSLOqr001wY3k/+d90hUJ9DqWgbkzaz0hNv52RLCVsnFfm8Z++TjvTaGBdr8vlw7SSH/V/O4fTFXf2evOsxM2hvHXZ9g5XPX+bUiaP85c/8Ev/iu4Sr/+IoZRq4Lt5AtOXDDE8/rYAGKRhI1wPBVZXQfsXwM+bj/DuPf4l/9sPfxb1r98A3Xt5Vj8T1ejSePseePfdw9SOO7XsMqvSkVy2NawXt8ynDA57+oYjFbkHULSjnoknvZq11b9PpDalssFJ1a9QkD+QJ3kc57TCoiwnRwAKaoh0oLsM9msaGAwXNqwWNNWG0xzDaI/Qeyhm/r+TcPRG4Fq0z8yy8coC4a8Ow5G6O6g2RURbOVVlCPeFIazAGMQbfSHBzTWwnxiaavKPZulczOFaC9uj2EDeImHshorHmaVwrJ8n6MlWMF9WEY6i3A2FWnJ/kw+qKZW3Qa9StTUGQMUy2r1uc6ipo3aWhyiAD5IyidziibHva54XGtWC484WIrZOGfNGy94tC+rVz2LudpvEqyG3uqd7WBg3vsecvceTX5/npE5/iP/vI/8V/9ehBVr6sGc+BykJoGapagsmDobNxXQUN3tt4OXhq81+P+fzRk/ylH/lX/P3NH+X44BDl2Qu7muy119ZZeqLDeGkvveOOeMuAS0mvjVh4WYOPyBZheCildW6IHpaQ6uv0usT66Q0pQCXnXWulvVq00IwtZUNP5KP1OCirtjPI50I11caBzBdlZfjMyNG+KEgZ43WMVzA85BjvdVzZK7DforTFn+vQOj9Puukw40DwnT44QhdHmQrjRcXgiEeODsLpvGLw4lCZonlBIS4KxOfVelQcSOHDdPIoVLLFhbmXqvTBa624Yza+/hip8mU1JaOmYUAIL22qJny0SVHA+nCunWdwrEG2KDQvwcLLOaafM97TYLDXMDji6HxTs/TEKvbaG46BvLtwiyuYN4Lb26ARQjn97CmO/p8P8rc7n+T73v8cv9N9lMZq3c4CZadqZC/8tHBggzErmzIZlhH1PZe+coD+gZQPf/oZnrv8CCv/eoS9em33ciTO4s9eYO9XWmQLLbbv8yQ9RZElxFsZCy97ekci+gc0Xpq0z48gC3pedVjlKqM26Sio9O9rT2XSGlV5bWWqJ5OkasqCGVpcJKS5x5tANDUjN/lMZIWypYiGHhw0Nh3tS7VqsNA71qCY88Tb4fyVqVAmoSWtbr3SeZAMR8KDJN4Sct8i7glzZ/2kHcmMLaOlMFZOlR4zmCpehM4HRdR3k57KiTjjDmNUpnrSh1m3LtWk2ZqagQhOcZ0xg/C3zhyqdPSPNRns1yTbnrlzBfF2TjGfULYU2/dDsqHY+8QAf+7irKr5bbBbOTQR+UfAjwBXvfePfJv3Bfg7wA8DQ+DPeu+feqPt3vYGDUIo1/zyGVrL97L9Uyk//n1f5Jd+4zuYO8XEgIX8WTWHUYKhq8mndULYRZCuCf/wtz7JD33sabY/NaB15Rjp7w9wg91TT3DjMebF8+xdupdL361Zf1iz5+lws8bbOR0P2yci+oc1Nm4yd3Y8yf1Mej6rWZ6+Gno76SSoDV1FWZh4KJG6XtjQ1EbH4byaSIEDE05b1A+tQzYOhkUVwfAlmzmdMx7b0CG/FQXag87chBA8OdYo0FScEdS5sI4eWbwWssVoIlTZ2Aj7Uk8zD+KWYRvRwE4KIc7IhLrijdpBKJ4eIzA5zjr5H2gtTM5P3aOJC/skztO9p8lwn8IMPZ2zReCbpYZiLlwjrzx7nyow3ziHHd9lWmc3iF1sa/rHwN8D/slrvP8pwpCl+4CPEEZnfuSNNnrb8dBeC3ZtjZXfu8hzv/oAx9M1HvjwmclgXmdCSFnz0pCQWHZRRe2o+suclol+2r9+4lF+5N5nOfNpwT90Ytf5aXZzm/ZXL7DyVU+217L+HkMxZ3CJJt7M6JwpcBp6RxXbJxvgqxtvx5Si2pDVg3Br/a6dN/WkCbt+clZFgmAgQlWvJp6GfNT18t9maIOX5D1mYK8L9UwvTCAfLSv6BzWjZUPZ0JPQo2xoRiumei9UWU2vQKybFDfMwIZtVxr/O8mtgX4zrd6GCmSV4K+oKhNeU3Ws3448OyEeu6mmnItC2KnHobCwdW+D7jGF09A5UxBtZbgkNJ6vv8eQ7bWsPO1pPX0Ru93d1e/CHYVdItZ6738P2HidVT4N/BMf8EVg4VXT5r4t3jUGDe8pz13k6L/a4L//9T/KQ50rdB8qsbFMJkPprGqBysDpSqrbTLlqLgqemzPC0tOapzaO8P/87l/j3Kc66MMHd5ds6ix29SpLX7zMyhOK4YmCjQcM+VwUVDk2MpZfKHAJ9A8LvWMpUrrgBdkpsx2YCj+mO4QI6y+N2+GRqGmoqopp5ZQdXl49InAyxFmm3o/4qX5btpzg0tCD2thwxL3p5HebamyV91OFJ+55GhuOaFDiUk22lOBihRlZxO8oWlS5rzo36BUTIwSVdxVPFXsnfZd5peDrptXMSatYWrWKVYZxZ+eFHltU6egeTxkcElwMyy8EeoaPNPlcxMaDhuHxgpUnFEtfvEx5eUagfU3cIKm2+m6uiMhXdrx+6k3+t0PA+R1/X6iWvS7eFSHnBM7iXzzN8V95hF/c8xjf9/7n+M38EVoXNFEvVDuVBSp9tGxRqlYZP2li9wrinifvCJe+dJCvf/8aR7/3LGtnjrK8tbv8NF+W2PMXWfm8wsb72Xh/iSoNCy9DujYmvTpm71eEjfcYhvsVOk9pnx0i1lFU1c/a86hHr9WctUkYmoR8WZ0w3xmCTuZ/7iwmTJrjK86aEXRmJ+uZQYk4yDsKrw3p1YzWuTwYncowel0PJHGk1VR4cR4Xa8Z7EsqGCoz+0lG2zER51yY6eJDWTxL6eD/pYdX5Tu9teiw2DcaxbOpqdmuVa9zZgF7ly+pqZu0p9o+FMFOVsPL1kvTquAqHY7buNfRPliw/YVj5/BXs+Vne7A1x4zm0Ne/94zdxT74t3j0eWgWfZSRfO83S51IGZcyPfeeTlGmgcIQbP7RJ2Vo9xzERiaxD0zINy+Nt4Xd+91EONLts/vCQ8Yfv2/V+T1+WuLMX2ff5deafN/SPO7pHDeOVFGcUjdURK18vMAPPYL9mcKQ5ybXVTeqwIxlbe5F1bilz2ERPh4BU4Vnthe3MO+3czkRvX1Ua/HnIu9mmwYxK0o0SVXjKuYiik4QRbs6jshI9zNHDHJWFqqGLNUUnoWxHqMKTbpSYUYltmonBdFomQ252DoyZ7FdttCvPccI7q6u+iUZV3ineX8c929luo3JHtJUh3jM4GgoAZuhZ+VpOY3WEM4rxSkr3WLgWC88a9v7BOu7sxbu+8fyNUBNr36HWp4vAkR1/H66WvS7edQYNQn5q5fNXePrfPMS8GdF4fB2vmISfk06CaiaB2GlljoqvZtPw3twp+J3nH+CvPPY5Tv9JwT2y+6KQvsjxp86x//PbtM4peicd3WOGbCXBJpp4Y8zCqQIz8vSOajYfaFG2IsygnCTzJ15ZNWAFmOTWJlpgMvXegge0Y7pUNKWBOFPz9vzUw/H+uvMUdXOiQUk+p9k+EbN1X4PB0Sb5YoptRNhGRL6YMjjaZOu+BtsnYvI5TTQoibqBiOqiqVT6ZLJSVZBwJnh8qvATT6sOOfWO/GHdywpMKp7Adeei9s505jCDknIuZvOBFr0jGjPyLJwKYaaLNdlKQveYoXePo31Wse8PtnGvnJ2RZ28QdTHqjV67gF8B/owEfAewvXP+72vhXWnQ6n7Po7+6zT/9jY/z/UdeZONDRZDlLqdTomAqDOkiJhU2r4NHhw98tfYLMb9w+f38F9/9y5z7oTnU0UO7LgrpxmPkpTMc/P0ezUuK7fsdW/cY8oUY1whN651zBXrs6d4jrD6eMDyUonJL1C+vq+rt9LgQmYai9Q1e6X8hMlHLDY3tXKfDFpLxvmoVU5hR8MqKlqFsRWCDTr+uFExsLJQtTdky1Utj4+B56SIILmI9ZSuiaBlU5jCjwHuj+l91AaDOjwFTT6yieXy7Y1HFjoZ9mKiT1OuZQZDLHh5KufrBhO49YfZC51xVzWyaEGaeNGzfH3TWDny+h7x4Gp9lu3qt71jcaEHgBuyZiPw88AXgARG5ICJ/TkT+vIj8+WqVXwVOAS8DPwP8Rzeyi++uHNoO+CJHvXCaY7/6EL90+FH+5nf/n/xV/6dYeDoKXKq4aouqR+JVqNumIAxYoWqdOvP7x/jfPw7v+8FvcOrcA6xs9bDXru3qPrvBAPX8KQ6641z+rnm6D5W4yLD0IkQ9IermzJ8WbBwxOOzZVBqvQu9nkLlpXJcnq+cS1J0FvjYElUCkzq/vNggE1mmY56IwmWpC2s1AjyzlUkQ+F5GuQ7KZEW/nIW+mQhGhhs4cyVbgsYkN1IiiEzNeNKGPtBe6E5yRKnHPZJ/x032SqlJrEzXJpwET9v/OdiZXVW135tnSayNcpBkcabB1UpEteVoXhPnT5Q5qhmHjAUP/3pL55w37/2Ab+cYZ3Kzp/E1ht2gb3vufeIP3PfAX3ux2350eWgU3HJI8dYrFf9nk97Yf5C9+7HOMl5m20IwDL02VoXvAjHzIn1VPEfHBY7AJNK94zv7uMeZMBv/WGoOPnEC1Wru/z4MB8twrHPqNdZa+quk/ULD2iCGfD15Rsj5m5ZmMPV8Nj7ntexSbDzbJllPSy0NUTU+o2n2m49rC9mvPx4ztdNhKxdOCKd2hpj/U4R4e8rkIr4WoZ4mGwXi4RCPOo0cFZjsj2hpjehmmV/2+naFHRVWgCJps0dAR9QIXLe+EIaq1Fxl2gqmnKTLhiwGTroDak4RQlX31FKd6ZF16ZUi2nLL5UJPtE+F493zVs/JMRrI+pmxF5POGtUcM/QcKlr6qOfib68hzr+wq9/CuwS55aDcL71oPrYbd3GT5t8/xe3s/CD/xJOkHN8h+fymcVIG47xkv1cKPIQwpOiH8VDnYRsWOj4T5Vxy/+cKD/PXv+GX+iz/+49y/dhJ58hu7nl8J4edp9uUFqtjH+gcsa9qw9IJMRAc7w4JkO2H94YitB2C8J2bxRUV6NUOPSspWdF11b6LcseMnwkS6WjwTiodXhHaqqvOgJrXmLYNYTbyVo8clZTtiuC+hTMNAkrgXwl9VDVC2bU3RNmSd0L5kxp5kq8Rs5cFALsSUqZBs2moI8JQ86zWTOZgomY6eS9V1xzDp48ym3QWqcJhBgRdheLTFxoOGbNGTrsPKswXJeoaUjmylQdFSbLxHM95nWflDw57Pr+LOXJjlzN4iZmob7wDKy6sc/rU5fn3vB/jeTzzNb30gJX6mSdwLwo9AuLkzj02vDze9gloksmgJzRcS/uH+7+ZT732W3/3EBzh+9SDl6bO7Lh/jixx3+hx7rUNn+1l7zHPtA4qFFxVeN4g3c+KNnKUXJDRMd2DtUUPrgqZ1pSTZDMRQr2RK2agpHVqmA45rz836SV5NlXW3gZsm4jNL3A3VyLJl0GNbTX43FK0w+9QZXbVQhfxi2VDkc4p8LpxTMw7T4r0KXDUIIpSqqlJO8nh6SvCtqSXeyET6x8YKVVNBjFxH3RDnUZklW0wY7DcMDlfDYi4LC6+UJOsZXgce3WjZsPUA2Niz9wvC8hcuY89dmFUz3yo8u34f7DbuCIOGs/hXznLkc21++/h9/IeP/h5/t/dJGmsm0BKiyoDJtFWqHq4xId56Ko0t2PyD/XztO2H/Jy6wunqIvd0edm33G5V9WWLPXWC5KIkHB7n6fsPaY465MxHzp4W4G7yNvVsF/SMJg/2K3omgCtG4qpm7kKEyS1S4YNxEwLrJ7AJf56yKHVpi3lckV10l1T0uFbwIpl9gU0O+EBL+yVZB89KYZMtM263sdLpS3VmQru9o/tZCthzjtRBvlehxiU3DdVBVX2nou53OJL1OUbZ0E+9MSgcmVGDj7SC+6CPF9snALcsWfTUDwNG+kIUOhUSTdyK27jH0jznirmLfl0vmnryIvbI6M2ZvE7dyotON4M4waIQwLnn6NEv/6n5+58D9fOd7v8nTp94TktYSqp31UBWVM9HW8pVIZEhYhz7QdM2z9pV9fOZHf4/P/wT0107S+q38pkz88WVJefEy7dGIZP0oqx9q0L3fki0Ylr6hSNcKVG6Zf6lPstlguNcwOATb9ypGexp0zlkaqxl6WKKBci6aauxXRiiw8qdcM79TkqcMHlLZ0lW10k28JBspTF4Sb2bgXFArrQoOEAoBhN5yUApnFGWqJ50NyjrKpsGmGj0OYepk6pXUiiHBQ6zJuV4LWD8JRaPtPOQ6tWK0P6V7VJPPh+r0/MvQWi1I1kZBNrthGK1EbD6oyPZY5l7R7H1iSPSN85QbWzPS7NvETODxHYbd2GT5dy9wdvkePvxvfw310U3yP1gMQ1UqekJot6k6CRaqtqmqmb2cZ0LlaF4S/ulzH+J//sg/4d/9sf8H96+euCn5NCC0Sa1vYJ4ccXj9MGsfWmbtA47Vj8DCCzGdcwU21STrY9I1SLcagce2BGsdjbmnycIrlvRaRrwxxkWaYj6eVDypaRuVYXNJKBqEuZTBuBUtTbEc0bhWEG/kuERTNjTDg2nIb+Uh0a+HJaqojFMSjEgxF5rYpaJ5JJsFKrPYhmG8HIWBwIOa7xYKE7UEuci0yIH3ExXaaDtHFTYoyO5J2TqpKVtUU+Ohc66keXGEFyjmE7wWusciNh/yeGNZeUKx8sQa/swF7Gh024dK7wrUhObbGHeUQcN77OUrHPzNNr9z8FF++o/9U/5L/ijyu4uBTFs1s8fbnqIZwkufVCPymrU6BZMm9+SZJv9h9O/wH33kt/n/nf5Bjq8fxr5y9uY86b0PFIJvvMKezS7NtSOsfihi/YMloz0xCy/byZSn5rkByUbMcH/M1r2aouO5+gFFstVk/rQl2QheC0DRSSbKG7X0kIvVpDvApgophahXIi0deilzQY/LMHGpbUILmVUk25pkWxP1w8Dfsq0Zz2vy+ZD/SjY98XZZfVaFfs6xq9aXScO6qyZZ1aPmVOWRKesx1VDmsh0zPJiyfUKTz3vEe/RIWHjZ0rySo/s5xWJoBxkvGbbu1QyPlqSrhn1PFLSeOku5em3mle0y3vUemogcIUh87COkBT/rvf87IrIE/DPgOHAG+FPe+823qmO0W/Blibx8hqO/1uKv3/8j/K33/p/8B5f+XZafDPLOqghUBTP2jJcDBy0ockwlaKQE26pC0T+c4/+afy8f/7Gv8uWN93OwP6S8snrznlTOUl5ZpfkHI46tHuHaB+fYesixuqRon0uYP13iogZRt6B9dkjzimF4IKF7XFG04er7Fel6SnM1Jt20xFuh4mdTA01z3cxPyd2kwht1C8zIkncixnsSokHwxtoXc5KumWiZBc25qrUq9yRdRzwID4eoV6LHlnw+pmzqkF9by8F5ik40KefXOT6VOzASChDjEm8U2XJKtmgYHFCMlzyqhLgXBqg0L49RWRmS/nsbuEixfcLQP+rxxrH0tGbPk13Uy+cpt7u3vTfxrsRtfkpvxEMrgf/Ee/+UiMwBT4rI54A/C/ym9/6nReSvAX8N+Ku8RR2j3YQbj0m+eorOzz/A35z7FB969BWeWX2AuFuFm+PKI6v5aBbKllRUDh+6CCoZomQjiEJ+6kef4+U/foHtq8fo/MZod4esvBreY7e2kWfG7L+2l7lz+7n2WET3Xsdon2butKZ1VWEGFjMsaJ0f0bysGBxMGO5TFC3YeI9ghhGNNUPc9TTWCkw/5OO8EmwzCu1O4xD+TSqbuaNsKYqWRo8s8XZOvJVNWPp+Zw6tHoJc7TMSekHLpg7qJ1Vhws5FE26cuPA/9bCYNLTbhmFwKCXvCONloWx6zBAaV4XWqqN5Oau6CzxlO6ZshTmdvWNQzjnSVcXer5Y0X7iCvXIVO2P+3zS86z20qn/qcvV7T0ReIMh4fBr4nmq1nwN+h2DQPk2lYwR8UUQWROTAjfRh7Sbs1hYLv3+Gy8snmPvMKfZ/10Uu/+EhGhX531XqGztVbsUxDU0FdCU/1Lgq/MOnPs6feO9X+effv4/mpeOoJ1646Vwmn2WU5y/R3Nzm2Nn9bL5vic2HYOs9nsEhQ/uCprGhSTYLpPS0z49oXxCypZjhHk3egcEBYbhf6B9KMKOYZMuTbgZKhmQOXVhUHlqZ0ILphab4shk4ZkUnfEVU4dEjiyrsVNZIS5WM19NeWUfQWBtaVFbiGuHzcbcIf0can2rypZTxoma8qLApFO3w8XgbGleheS1QMKib7WPFeDFitKTpHxGKjsP0Ffu+6Fn4+hpcuELZ6828spsJD9jb+/y+qRyaiBwH3g98Cdi3w0hdIYSk8No6Ru+oQcN7ytVr7P+dOZ4/dg9//kd+jZ//YIL9v5aDiq0mtOw4JkRP02ciM1Tz1mqRyNZzKb+gHuPjj77IEz/wCCeuHca+fPrm30DOYrtd5KUhi1fXmX/5IP//9s48Sq76uvOf+5aq6n3T1hLahYzEJiGxWMgCDDYy2BAvsUkcxjNjhvhMSCZzZv4wzpmJk/EfyZyJ58ycECcQ58QhtjEGPMg2ltlXswmBhBYQWlrqVkst9V5d3VX1ljt//F51N7KWBlqqUuv3OeedfvXe0+v7nrpv/36/e+/39i6vZWCJ0rMyxh9IRmxdEalsADFkukaoOgxhrU++2adQ7zAyQ8g1wch0B7doNP79rFLVkzRVUTP9dgohznCAO+QSV/sUG3zCKgfHM+keklekkHSDSvtolRBWOaMS36nBAGc4QIIIPIe4yjNrcY0+QU2GkRYhqDXvO0pB7Cv+kFDbbqavmd4AN2fuH6c9cExLvtwMl+wiCOpj/H6H5q1C844szr5O4v4Bm45xhjjrR2glRKQWeBj4U1UdlHE1faqqIh/sURPBtzsBMkyuZM8ocUS89wDzf1XL9+at4w8ufI37l6yj+W2hkDKlUSbSh2lW7II7bFriuYlIZKmw3RuG2s1VDM1Pc8utv+Hxo2toPQ31nidCw5CouwcZyDLtQCNN82fSf0Etfcuh54qQwV6P+j3GsfnZZNG9EFHbNkSN6xC0pwjqPYJqYaTFodhkRkUj0x0QU1Xg5XzSfRlSQ2r6BSSJreqIkTFLOTgpFyc2I7Q4ZaKbmizyh9UOcSqFOmmilFCsFQpNQljD6PRePaPqke6D2vYYf8QEErxsEYlioiqfsC6FREpQ55Gb5TK4CIKWEL/XY/rrDo3vDOHu7yLu7SeyGf9nlgofAU/IoYmIj3FmP1TVR5LDXaWpZCKNeyQ5PiEdI1W9F7gXoF6aT9tb0kIB/809zHpoGRublnHBqv3syS7Ez5p8tNG+Ay6kBpWg1ohEmu7aRiTSjF6MiVs2LebLN29iyxfnkO1cRO2T+dOSn3bC5wmKRF1HkJ5eWvY10fT2DPqX19F7IfSsiugrONQcyFBz2CS8RhnXrBvmQlIDRSSIaEi5BI1pghqXYq1DvkUoNkBQp4RVwnCclCaldHRqLrHg5l3cfAo3WaKK0kaGKcpo0tfBvDunONYz1TgwITVg2gqmsxHesNEsc4oR6rsmf602NSo6mW82QYHcvJg4HeH3ucx8zqVxxyBO+2Hi/gEiOyIrC2f9CC2JWn4f2Kmq3x13agPwNeCvkq+Pjjt+l4g8gAkGTEjH6HQSZbPUv9ZB5+z5LPv3L1N9Q5Ftv/4YfjbR1kqSa6N0UiLkC/6gEYsEk5RbovqQw93PfYlvfPxZ/v4zs1lydDHepneIz3BTDQ1DoqNHkb4+mtsbaNo+k8Gl9fQvcUzvz0WK3+dTfUjI9MWkB0wNlDcS4eaMpE6qN6Y2iIiqUxQbU0kpmGl5F1Sbkqagbky5xPRlAE3KyUqVFe5Ikv1fBD9rFIH94Xh0lEeMqQ8dLqK+O9rtPGjKmB4FQKHBrKcNtypBY4yTN13VG99T6t8bQDq6rCMrN2UuPJ8IExmhXQ3cDrwtIm8lx76FcWQPisjXgf3Al5Nzj2FSNnZj0jb+3WQa/KFQJTrcxazn6/jZwiv5X7f8K3+xejq6sWk0Y12ShNpikmw7puxqehRIONYSr3Grzz9kPsHXr3qBH/Rfx5LBBciOyW1aPOFHK01F+wdo2F9Hw+ZGgjmN9C3JMDJTGFqgZBdB5qhvel+GPrWHfLwR04GplInvFk2bNzcXIMXQRCxrUkkKhnFAbkGTzk3JHwLXNPaN0kkt53BMaqCImyuaMqWUR1TjEycOLKpOETSkUNfUgQ61uqhn1tLy003xeapfqGtzaNqdxz/YDz39xNkssXVkZUdgLKpdoUwkyvki5lmOx/XHuf5D6RidbjQMkV1tLPzZBfzn5q/w1ZWv8aNla6jb6yJhIj7oJs1VorFoJ2o+A6OikG5BqXsjw9ZFc/ja+mf4yZFPMq9vFmHHwbKtMWgYEvX1QX8/XkeaGTvqYFojI/Mbyc0yxe25OUrYHDIyy8PLuaatX49P7cEItxATVrlIjWeilMnCfEm+fLTbUqg4xaRSIOVCafSmY38ENGWkkMJq1/zkKBTrMwzNccm3mJFcWKMUZwZ4vR41B4XmbULNoYCqtn7oHUCzWZN+UeFrNucatnN6BRHn83hb9jDv4WVsaLqIz67ZzC/DVdR0OHh5CGpNLacTYBJOPUZFIuPU+F9q4+TefGkpDdfmabjhMANtc6gfGCQaLHMLNFUz/c3noaeXzP40VdVV0NRAMKuB/LQUxVoYOg/ys0IK04RivYsTuBSalGBaiJNL0bArTW1nhFswjYFLzYRjX9Ck5V+pg5Of09GpSH56mqHZLgNLlbg6ItXtkeo3DYpHWiPUU2r2ezS9o/hvOGS68/iH+qF/EB0eIcoXbHZ/pTJFppxTijibpebVfWTnLsG5Q7l53Rs8/dDlRtU2xvziRmrWk5K1tdhPWuL5JnBQcm5VR4RnXryYNWt28MJnmqnuXHhG8tMmTByZcqrhYejpxd3nUut5SG0NLS1NhC01RFUeYZUyPN0lqAPJRFAdki1mCOq8UZWS2DXPH2UgTpufaqcguHnzB8BJFEviFOSnKUwvILEgkUfVUaWqO8J71VQfeD090NuPDuXMyDKK7EjsrMDWclYkUXc3s56s47G5l/PVm5+juGKIzJM1hA2J8GNg9PPBRD/9fsi3JCKRiZ5YlIhENr4jvDJ7IX985dP8Xe+NLO2bT/Tu3sobZaiiYWjW+fJ56O5BHBff90ilUtRUVzGjppq4NoOmPNSLiH2XKO0QVbkE1Q5BtRDWCGFVsmY2Al5O8YeTIMBIlHRXNy3spBjiDPWiuWF0eAQtFtEgJKq0d2OZMGd9lHNKokrc1sGCn9fxzy1X84lL3uXFS5dRs9+sp43qprngZ5WwGkoKuG5xTCTSLZrj3rYadi5q5Ys3vMyv29cwpz97eus9J4s4QguRaRJSSj0RAXEQ38NzXTzXRVwHXBccF/Fcsw8QRWgYGecdRWgUJ18jNAhRjYkr/R1YPhgV/v95bjo0TD6Xt30f521cxq65M7h93Yvc/9xaGnc4SQIoo9FOxUyl3AKjzq7UxQgBfxieef4S1qzdTs1NhxnonE/9UwWzSH+2oQqaOLpy22KpLLTyo5xndZOUj4rJT2un8NgMAD67ZjNB0hGqpMxh9kuChsln3wQGSiKRsQt1bcLLL1zIDa3v0vOVYfKrFk1602KLpexUeJOUc9qhoUp4qIvWx7t48JFrmJPup7AyZ6oFkrQnJzAL4Ub40WTOl6Kdbh6ijMlNQ6HxHXho9wr+z8oHaPu8B0sXIN45Owi2TEFEdUJbuTi3HRok9Z77mf+LAf7h2U/yjYtfYPCSoqnfzJnGKZA0LFaTSa8u+ENmbU1KNaAFJcwIbGrgb/bfyBc//hqd1zbizpr5vga5FstZTUm19lTbBBCR9SLyrojsTiTIjj3/b0XkqIi8lWx3nOqe1qGRJN3u3Me8jTE/bV/J3R9/jOFZsenEHpg0DYmB2KylOYHJx3LzEFaPiUSCSV9of2Yem3vnUn1jF31r5+I21Jf1+SyWSUExqU0T2U6BiLjAPRj9xOXA74nI8uNc+hNVXZFs/3iq+1qHlhAPD1P9WhuFR2fwfN9Szl/RTlAro+VOJeHHUlZ8SbZbojEdtTgNKFR3Kfvfms31rbvo/UKO/OolOJlMuR/RYvlICBObbk5wynkFsFtV96pqEXgAo6X4kbAObRwmP+0wb/5iOY3pEfKXD5n1s9iMvIwWfhIsSBqulFrijTq7yFxf0+6woe0i7lz+Evtv8mGJXU+zTAHieGIbTBORTeO2O4+504l0E4/liyKyVUQeStoBnBTr0MajSrz/IOc9meXVrUv4xkUvEqwcwhtJAgGJ8KNTVFMWVUrtiI2ziz0TKNCkHjR4q4kft63mhrVb6Ly+Gbd1ll1Ps5y9fLApZ7eqrh633fshvuPPgQWqegnwBEYZ+6RYh3YMGhRxdrYxdyP88vBF/MWKn5Obq3h5CDNmdKZuMsX0x0ZkJedmtPQhrIJUHwz/ZhrZIMOlt22j55rzcJubyv2IFsuHZhKnnKfUTVTVHlUtNYj4R2DVqW5qHdpxiLNZan+zj8EfzuGp/uUsuuIAudkmlUMdU/IT1JWqBcZ6EuCMiURKBAjUHFRe2fQx7pj5PPLVo4xcvhinpqasz2exfGgmL8r5OnC+iCwUkRRwG0ZLcZREOLbELcDOU93UOrQTEHV3M+PZTl556FKubGmjam03xXoTDIiSxf/xSYQlme6wKpEi8sDNm2vr9jrcuel2fn/eJg7c6KJLFyB+qoxPZ7F8GCbozCbg0FQ1BO4Cfo1xVA+q6nYR+UsRuSW57E9EZLuIbAH+BNNp7qTYVeoToUrUcYg5T9fyL4uv5jvXPcx3Rm5Cn6vDCZU4ncgIhSa5tuTc3AJJY94xLbE4Bf5rddzDOi6/YhfbD13AvP5WwrYDFV8bZ7GMMsldn1T1MYwg7Phj/33c/t3A3R/knnaEdhI0KCI79zH/UeWvdtzITYu2kztPifyxZFswZVISG22w0WhnKZXDL6m5gv96HWHssOyWd+n65GzcluZyPZrF8qGwlQJnOSY/bQ81D9fzmyMLmbOqk/x0c84bMdHOkp6vU0xkh5yx1I5RkciC4uVg89bFXN7YRv7mQUZWLbT5aZazi0msFDgdWIc2AaLePlpeOEj22Zl8fNo+zlvXbqoGPJOeESUt8aL0uH+UZEuX1tbilBnBVXW4fG/Ttdyy8G3aP+XBkgXguOV4LIvlg6FArBPbyoR1aBNBlejgIc57apAfb7qSP573FMMrRvCHIKgxwo84SbpGDRAnumkps7amrumEFNQKXh7q3krzi/0X8ofrn+DA55rx5p9n89MsZwGTFxQ4XViHNkFK9Z7zH4H/tv1Wbr5gG33LknU0MRHNMAkOuIlstekzCX5S5C5Jv8/UoBK+0UQQe9z0uy/Tdf1s3BnTrVOzVD7WoU0d4lyO6k1tVP20gd3Z6Vx13XaG5uqo7j6JA5MQSiKRRrbbfDbTTnNNug/ue/EamrxhCjcPMLx6Pk5tbXkf0GI5GQpE8cS2MmEd2gck6u6m5aVO2n+1gBV1HVz5iZ1mmqlmLU1CkNh0Eo+Tuk9RiJMeBZJERqM01O/yuO/Fa1gzZx/7PyvEy2x+mqWSUdB4YluZsA7tg6JK1NHJeRt7+dunPs2l9e0ML88TpcRUC2By0aKMjDaUkHAsYOCESR2oAAItb7i83LmAb6x9hrbP1eLMn2OnnpbKxU45px4ahujOvSx+pMD3Nl3LdUt3kV0cg2OEH6NMUrDumdSOUpekkqS3OoJ65trYh3BTE4eKDaz51DaOXDPL1ntaKhMb5Zy6aFDEf3MPszb6dOQaWb/uTYoNirqCN5IIP+ZLqR3GcZnk27GGK5EvuAUTRPj5c6tJOSHZT+dMvafNT7NUInaENnWJslmaXumk48l5zE73M++qDiRSgkT4EcyorCQS6RaMYyvhDythEv2sa3N4fPPF3L7sNdo+D3rx+XY9zVJ5WIc2hVElOniYuRsH+P7T13FZczt9q0IT7ZRjlDjipP9Aks7hBIw2XFHHpH3U7/R4qutjfOfaR9h3Sy3Oonk26dZSOahCFE1sKxPWoX1ENCgi7+5jwYaAh7at5D9c+Tz9F4U40Zg+WuwlPT0BdQVNRCLVNZUEpZpQt6B0vjqbX3ZfwtpPvc2RddPxZtr8NEsFYUdoU594eJj0m3uZ+cs027Kz+fNr/x8jM9UUp3syqrrhBCba6QRjBeyxjxm9RRClhUy3sPnJZeSiFM7vdJO9Yp7NT7NUDtahnRtE/f00vXCA7T9dRkexmTmrOglqZbTvgJ9NqgUUcMDLM/rZLRiVjlIxe+N7Ma9uWcIdi16i88sB0cWL7HqapQKYYITTRjmnAKqEnYeY81gX9z96HUsbjpC9LE9UBV4uGZmFmhSy61ghe4ypMtCxQvagRmjc7vGvB67kP176HAfWV+MssPWeljKjoBpPaCsX1qFNJqrE+9qZ93ieJ3Ys5/YVr5I7vwiYEVk4LvopsWl750RGdihOCtlNExaT2nH05VY2dF7C3Ks7OHLNTNxp08r3bBYL2NKncw0Nivjb2pj5uM8bffP4worNFBuTiKYzlosWpd6fbBu7pkTKCUxqhzqmycrhl2fTWj2A94WjZD+xCKeurnwPZzm3Uf0gbezKwikdmojMFZFnRGRHou/9n5Lj3xaRg+PatN807t/cnbR3f1dEbjydD1CJRP39NL/QQfvPFtJVqCe9une0qYqTFK6Xyp/cfLJ+VnJ2gRmtlfp/1hxUXti5lG+d/xiHvlQgvHQxkk6f9PtbLKeNKRAUCIH/oqrLgauAPxrXsv1/j2vT/hhAcu424EJgPfB3Sdv3cwdVokOHmfNEN68/tYzfX/w6hTXZsabEDkkTFUYrCGLfOLfYT+o8SeSOY6jZleLPd9zC3Ss30nFDNc6CuTY/zVIWNI4ntJWLUzo0VT2kqpuT/SymQ8vxOhyXuBV4QFULqroP2I1p+35OoWFIvGc/8x7Pc9/ba/nh5d9naHlhtK+nivnqD2Ha3oWgYsQiS93a3YJJ5XALEL7UzN/vWcd1N2/m8Cen47XOtEECyxlmigk8isgCYCXwanLorqRN+z+JSKmiekIt3kXkzlKb+IDCsaenBFoo4G/Zw4yHM/yPA5/jyyveIDdHUJFxwo+YRsWuqSwoFbK7BXMMzOgt063kXplGnZdn9lfa6Fs7D7exsWzPZjm9SKxIZErmUDOKZ3Tf5DhKbPZHj6k5TzQWfJpUplJxuojUAg8Df6qqg8D3gMXACuAQ8Dcf5Bur6r2lNvE+U3dNKBocpOHFNtp/tIh3B2fSeFUX+eljwQAnSqKdJZHIpBSq1JE9Tplz6kL1YeXBt1Zxw/SdHL65SHDRAlvEPhWJIlKDEZlOl0xfTHowJjUY4Q4XcYcDMr1KdadD1VHFy4U4+ZDUYEh6MCI9GJE56JPpVjScXK+mgEbRhLZyMSGHJiI+xpn9UFUfAVDVLlWN1CSd3MfYtPKULd7PNcKuI8x85gjvPLuYdbP20HDlETRpfRelTSmUqJmGRhnjzJzIBAtKLfJQo7FWvSvNPVuuZe35uznw6QyycK6dek4xNAyp2tND68sF6vcOU9OeI91XwBkJcIYD6vfmmLYtoGnnMF5/HqcY4vUXqD44QnVHjtaXi7RsHURzuUk2TJlMgUcRWZ8EDneLyDePcz4tIj9Jzr+azBBPyikbDYuIAN8Hdqrqd8cdb1XVQ8nHzwPbkv0NwI9E5LvAbOB84LVTfZ8pzWh+Wh0/XXAZd6x8ifsWXoOX8yg0QJw204vYF4KkysnLC2F1IgwpgArFhmTdbUc1/XOquX79m7zSuZJZh44Q9Q+U8wktk4iGIXF7J+n+QRAz5pCUjxYDM4jXmOrDVWi+YJyHOLiugybF45kOFx0eIR4ZmXzbJmk6mQQK7wE+hVmWel1ENqjqjnGXfR3oU9UlInIb8NfAV05234l0Tr8auB14W0TeSo59C/g9EVmBGYm2AX8IkLRzfxDYgYmQ/pGqlm8MWiFoUMTduoe5Dy3jn1NX0TRngOxAM1GVgihhlYO6SlwdI4GYz76a1I6CIA0Q1Jqop1MQ9va0cMfs5/nV6ouY9dQ0sA5tSqGFAlGxOHZAnPePfI79/Fs3OE3rWJNXBXAFsFtV9wKIyAOYgOJ4h3Yr8O1k/yHgb0VEVE/8cHKSc2cMETkK5IDuctsyAaZxdtgJZ4+t1s7J53i2zlfV6R/2hiKyMbnvRMgA+XGf71XVe8fd60vAelW9I/l8O3Clqt417pptyTUdyec9yTUn/D+YyAjttKOq00Vkk6quLrctp+JssRPOHlutnZPP6bBVVddP5v1OB7b0yWKxlIOJBA9HrxERD2gAek52U+vQLBZLOXgdOF9EFopIClNdtOGYazYAX0v2vwQ8fbL1M6iQKWfCvae+pCI4W+yEs8dWa+fkU9G2qmooIncBvwZc4J+SgOJfAptUdQMmu+J+EdkN9GKc3kmpiKCAxWKxTAZ2ymmxWKYM1qFZLJYpQ9kd2qnKH8qNiLSJyNuJ5tum5FiziDwhIu8lX894q/NEEOBIkqtTOnZcu8Twf5N3vFVELqsAWytOT+8k2n8V9V6tRuFJUNWybZjFwD3AIiAFbAGWl9Om49jYBkw75tj/BL6Z7H8T+Osy2LUOuAzYdiq7gJuAX2GKqK4CXq0AW78N/NfjXLs8+TlIAwuTnw/3DNnZClyW7NcBuxJ7Kuq9nsTOinunZ3or9whttPxBVYtAqfyh0rkV+EGy/wPgd860Aar6PCbyM54T2XUr8C9qeAVoFJHWM2IoJ7T1RJRNT09PrP1XUe/1JHaeiHNGo7DcDm1C2mllRoHHReQNEbkzOTZTxwrzDwMzy2Pab3Eiuyr1PX9oPb3Tjbxf+69i36tMokbhVKDcDu1sYK2qXgZ8BiM/vm78STVj+orLfalUu8bxkfT0Tify29p/o1TSez2OnRX7Ts8U5XZoFa+dpqoHk69HgJ9hhupdpalF8vVI+Sx8Hyeyq+Les1aonp4cR/uPCnyvx7OzUt/pmaTcDm0i5Q9lQ0RqRKSutA98GqP7Nr4k42vAo+Wx8Lc4kV0bgH+TROWuAgbGTaHKwjFrTcfq6d0mRtxvIWdQT0/k+Np/VNh7PZGdlfhOzzjljkpgIkW7MJGXPyu3PcfYtggTHdoCbC/ZB7QATwHvAU8CzWWw7ceYaUWAWRP5+onswkTh7kne8dvA6gqw9f7Elq2YX7jWcdf/WWLru8BnzqCdazHTya3AW8l2U6W915PYWXHv9ExvtvTJYrFMGco95bRYLJZJwzo0i8UyZbAOzWKxTBmsQ7NYLFMG69AsFsuUwTo0i8UyZbAOzWKxTBn+P8wcS9fVLv+EAAAAAElFTkSuQmCC\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Order 2 ODF\n", + "odf = filters.steerable_oriented_energy_2d(img, thetas=angles, order=2)\n", + "odf_dominant = angles[odf.argmax(axis=0)]\n", + "energy_amplitude = odf.max(axis=0)\n", + "plt.title(\"Energy\")\n", + "plt.imshow(energy_amplitude); plt.colorbar(); plt.show()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 5, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Steamline plot\n", + "# Reference : https://scipython.com/blog/visualizing-a-vector-field-with-matplotlib/\n", + "\n", + "y = np.arange(img.shape[0])\n", + "x = np.arange(img.shape[1])\n", + "dx = np.cos(odf_dominant) * energy_amplitude / energy_amplitude.max()\n", + "dy = np.sin(odf_dominant) * energy_amplitude / energy_amplitude.max()\n", + "color = energy_amplitude / energy_amplitude.max()\n", + "\n", + "plt.figure(figsize=(8,8))\n", + "plt.imshow(img, cmap=\"gray\")\n", + "plt.streamplot(x,y,dx,dy,color=color,density=2,cmap=plt.cm.plasma, arrowstyle='->', arrowsize=1.5)\n", + "plt.colorbar()\n", + "plt.xlim([0,img.shape[1]])\n", + "plt.ylim([img.shape[0],0])\n", + "plt.show()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 6, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Single-voxel odf display\n", + "viz.odf_grid(img, odf, angles, distance=16)\n", + "plt.show()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 7, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 16/16 [00:15<00:00, 1.02it/s]\n" + ] + }, + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# ROI odf display (rotated)\n", + "viz.odf_grid_roi_overlay(img, odf_dominant, roi_size=16)\n", + "plt.show()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/old/.gitlab-ci.yml b/old/.gitlab-ci.yml new file mode 100644 index 00000000..8247e47f --- /dev/null +++ b/old/.gitlab-ci.yml @@ -0,0 +1,48 @@ +image: python:3.9 + +before_script: + - python --version + - pip install -r requirements.txt + - pip install -e . + +stages: + - Static Analysis + - test + +flake8: + stage: Static Analysis + script: + - flake8 --max-line-length=120 linumpy/ scripts/ + +pylint: + stage: Static Analysis + before_script: + - pip install pylint pylint-exit anybadge + script: + - mkdir ./pylint + - pylint --output-format=text linumpy/ scripts/ | tee ./pylint/pylint.log || pylint-exit $? + - PYLINT_SCORE=$(sed -n 's/^Your code has been rated at \([-0-9.]*\)\/.*/\1/p' ./pylint/pylint.log) + - anybadge --label=Pylint --file=pylint/pylint.svg --value=$PYLINT_SCORE 2=red 4=orange 8=yellow 10=green + - echo "Pylint score is $PYLINT_SCORE" + artifacts: + paths: + - ./pylint/ + +pytest: + stage: test + script: + - pytest --junitxml=report.xml + artifacts: + when: always + reports: + junit: report.xml + +coverage: + stage: test + script: + - coverage run -m pytest + - coverage report + - coverage xml + artifacts: + reports: + cobertura: coverage.xml diff --git a/requirements.txt b/requirements.txt index 3a31f986..bae6e038 100644 --- a/requirements.txt +++ b/requirements.txt @@ -10,4 +10,10 @@ pybasic-illumination-correction==0.1.1 dipy==1.7.0 scikit-learn==1.2.2 ome-zarr==0.8.0 -zarr==2.16.1 \ No newline at end of file +zarr==2.16.1 +flake8==3.8.4 +pytest==6.2.* +pytest_console_scripts==1.2.* +pytest-cov==3.0.* +imageio==2.9.* +coverage==6.1.* diff --git a/scripts/linum_extract_orientation.py b/scripts/linum_extract_orientation.py new file mode 100755 index 00000000..5cc97aeb --- /dev/null +++ b/scripts/linum_extract_orientation.py @@ -0,0 +1,84 @@ +#! /usr/bin/env python +# -*- coding: utf-8 -*- + +import os +import argparse +import logging + +import numpy as np +import nibabel as nib +from linumpy import preproc, io, filters + +""" +Preprocesses a 3D nifti image and computes the local 3D orientation +""" + + +def _build_arg_parser(): + argparser = argparse.ArgumentParser() + argparser.add_argument('--output_name', '-o', + default='ROI', help="Name of output file") + argparser.add_argument('--output_dir', '-d', + default='orientation', + help='Path of output directory') + argparser.add_argument('--input', '-i', + required=True, help='Name of input file') + argparser.add_argument('--extract', dest='extract', action='store_true', + help='If set, extracts ROI from input volume') + argparser.add_argument('--no-extract', dest='extract', + action='store_false', + help='If set, no extraction is done') + argparser.set_defaults(extract=False) + return argparser + + +def main(): + # Arguments + argparser = _build_arg_parser() + args = argparser.parse_args() + + # Valider le nom du fichier + input_path = args.input + if not(os.path.exists(input_path)): + logging.error("Input path doesn't exist") + elif input_path.endswith('.nii') or input_path.endswith('.nii.gz'): + + # Creer repertoire + output_name = args.output_name + output_dir = os.path.abspath(args.output_dir) + if not(os.path.exists(output_dir)): + os.makedirs(output_dir) + + # Importer un volume en format nii + volume, affine = io.import_vol(input_path) + + # Pretraitement + mask, volume = preproc.preprocess(volume) + + # Orientation 3d avec matrice hessian + amp, orientation = filters.riesz_orientation_hessian_3d(volume) + + # Moduler orientation avec l'intensité du volume + orientation = preproc.modulation(orientation, volume) + + # Orientation 3d en format nifti + orientation_nii = nib.Nifti1Image(orientation, affine) + nib.save(orientation_nii, + output_dir + '/' + output_name + '_orientation.nii') + + # Intensité du vol en format nifti + vol_nii = nib.Nifti1Image(volume, affine) + nib.save(vol_nii, output_dir + '/' + output_name + '_intensite.nii') + + # Masque du vol en format nifti + mask_nii = nib.Nifti1Image(mask.astype(np.uint8), + affine.astype(np.uint8)) + mask_nii.set_data_dtype(np.uint8) + nib.save(mask_nii, output_dir + '/' + output_name + '_mask.nii') + + else: + logging.error("le fichier doit être en format nifti (.nii)") + + +if (__name__ == "__main__"): + main() diff --git a/scripts/linum_generate_odf.py b/scripts/linum_generate_odf.py new file mode 100644 index 00000000..9fde14d4 --- /dev/null +++ b/scripts/linum_generate_odf.py @@ -0,0 +1,112 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- + +"""Generate an image intensity derived 3D ODF using steerable filters.""" + +import argparse +import logging +import os +from pathlib import Path +import imageio +import nibabel as nib +import numpy as np + +from linumpy.utils import __multiple_shell_sampling as sampling +from linumpy.filters import steerable_oriented_energy_3d + +EPILOG = """ + +Usage Example +------------- +python scripts/linum_generate_odf.py ~/data/tmp/test_angio_64px.tif 9 60 ~/data/tmp/test_angio_64px_3dodf + +References +---------- +- [1] Freeman, W. T., & Adelson, E. H. (1991). The design and use of steerable filters. + IEEE Transactions on Pattern Analysis and Machine Intelligence, 13(9), 891‑906. https://doi.org/10.1109/34.93808 +- [2] Derpanis, K. G., & Gryn, J. M. (2005). Three-dimensional nth derivative of Gaussian separable steerable filters. + IEEE International Conference on Image Processing 2005, III‑553. https://doi.org/10.1109/ICIP.2005.1530451 +""" + +SUPPORTED_FORMATS = [".tif", ".tiff", ".nii", ".nii.gz"] + + +def _build_arg_parser(): + parser = argparse.ArgumentParser( + formatter_class=argparse.RawDescriptionHelpFormatter, + description=__doc__, + epilog=EPILOG) + + parser.add_argument('input_filename', + help=f"Input volume ({SUPPORTED_FORMATS})") + + parser.add_argument("size", type=int, + help="Steerable Gaussian Filter Size") + + parser.add_argument('nb_samples', type=int, + help="Number of orientation samples.") + + parser.add_argument('out_basename', + help='Output basename (don\'t include extension)') + + parser.add_argument('-v', action='store_true', dest='verbose', + help='If set, produces verbose output.') + + return parser + + +def main(): + """Generate an image intensity derived 3D ODF using steerable filters.""" + parser = _build_arg_parser() + args = parser.parse_args() + + # Preparation + out_basename = Path(args.out_basename) + directory = out_basename.parent + filename = out_basename.name + extension = "".join(out_basename.suffixes) + directory.mkdir(exist_ok=True, parents=True) + out_basename, _ = os.path.splitext(args.out_basename) + out_filename = {"vol": directory / (filename.strip(extension) + "_vol.nii"), + "odf": directory / (filename.strip(extension) + ".nii"), + "bval": directory / (filename.strip(extension) + ".bval"), + "bvec": directory / (filename.strip(extension) + ".bvec")} + + logging.basicConfig(level=logging.INFO) + if args.verbose: + logging.basicConfig(level=logging.DEBUG) + + # The algorithm starts here + # Load the input volume + extension = "".join(Path(args.input_filename).suffixes) + assert extension in SUPPORTED_FORMATS, f"Input volume extension must be: {SUPPORTED_FORMATS}" + if extension in [".nii", ".nii.gz"]: + vol = nib.load(args.input_filename).get_data() + else: + vol = imageio.volread(args.input_filename) + + # Generate the orientation sampling directions + nb_points_per_shell = args.nb_samples + bvecs = sampling.multiple_shell(1, args.nb_samples, np.array([[1.0]]), verbose=0) + + # Apply the steerable gaussians + odf = steerable_oriented_energy_3d(vol, bvecs, size=args.size) + + # Adding a "b0" signal + output = np.zeros((*vol.shape, nb_points_per_shell + 1), dtype=odf.dtype) + output[..., 0] = vol + output[..., 1::] = odf + bvecs = [np.zeros((3,)), *bvecs] + shell_idx = [0, *[1] * nb_points_per_shell] + bvals = [0.0, 1.0e3] # scilpy expects shells with minimum bval difference of 40. So choosing artificial high values + + # Save the output + nib.save(nib.Nifti1Image(vol, np.eye(4)), out_filename["vol"]) + nib.save(nib.Nifti1Image(output, np.eye(4)), out_filename["odf"]) + + # Save the corresponding bvals and bvecs + sampling.save_gradient_sampling_fsl(bvecs, shell_idx, bvals, out_filename['bval'], out_filename['bvec']) + + +if __name__ == "__main__": + main() diff --git a/setup.py b/setup.py index 59570535..ec0ae32f 100644 --- a/setup.py +++ b/setup.py @@ -50,7 +50,7 @@ description="linumpy: microscopy tools and utilities", long_description=long_description, long_description_content_type="text/markdown", - url="https://github.com/linum-uqam/linumpy", + url="https://github.com/linum-uqam/linumpy-private", license="GPLv3+", license_files=["LICENSE"], python_requires=">=3.10", diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/test_linum_extract_orientation.py b/tests/test_linum_extract_orientation.py new file mode 100644 index 00000000..84ff4dea --- /dev/null +++ b/tests/test_linum_extract_orientation.py @@ -0,0 +1,11 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- + + +def test_help_option(script_runner): + ret = script_runner.run("linum_extract_orientation.py", "--help") + assert ret.success + +def test_no_input(script_runner): + ret = script_runner.run("linum_extract_orientation.py") + assert ret.returncode != 0 \ No newline at end of file diff --git a/tests/test_linum_generate_odf.py b/tests/test_linum_generate_odf.py new file mode 100644 index 00000000..c9955d1c --- /dev/null +++ b/tests/test_linum_generate_odf.py @@ -0,0 +1,7 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- + + +def test_help_option(script_runner): + ret = script_runner.run("linum_generate_odf.py", "--help") + assert ret.success \ No newline at end of file