SYMBOL INDEX (68 symbols across 15 files)

FILE: evaluation/benchmark.py
  function calculate_errors_3dMDLab (line 24) | def calculate_errors_3dMDLab(path_fits, path_gt, model):
  function calculate_errors_4DMaja_synthetic (line 75) | def calculate_errors_4DMaja_synthetic(path_fits, path_gt, model):
  function calculate_errors_4DMaja_real (line 93) | def calculate_errors_4DMaja_real(path_fits, path_gt, model):
  function plot_ced_3dMDLab (line 153) | def plot_ced_3dMDLab(errors):
  function plot_ced_4DMaja_synthetic (line 171) | def plot_ced_4DMaja_synthetic(errors):
  function plot_errors_per_frame_4DMaja_synthetic (line 175) | def plot_errors_per_frame_4DMaja_synthetic(errors, method_name):
  function plot_ced_4DMaja_real (line 186) | def plot_ced_4DMaja_real(errors):

FILE: evaluation/eos.py
  function load_eos_low_res_lm_index (line 12) | def load_eos_low_res_lm_index():
  function load_basel_kf_trilist (line 18) | def load_basel_kf_trilist():
  function load_fw_on_eos_low_res_settings (line 23) | def load_fw_on_eos_low_res_settings():
  function upsample_eos_low_res_to_fw_no_texture (line 30) | def upsample_eos_low_res_to_fw_no_texture(eos_mesh_low_res):

FILE: evaluation/kfeval.py
  function landmark_and_mask_gt_mesh (line 11) | def landmark_and_mask_gt_mesh(gt_mesh, distance=1):
  function align_dense_fit_to_gt (line 24) | def align_dense_fit_to_gt(fit_3d, gt_mesh):
  function calculate_dense_error (line 28) | def calculate_dense_error(fit_3d_aligned, gt_mesh):
  function mask_align_and_calculate_dense_error (line 44) | def mask_align_and_calculate_dense_error(fit_3d, gt_mesh, mask):

FILE: itwmm/base.py
  function as_colouredtrimesh (line 7) | def as_colouredtrimesh(self, colours=None, copy=True):
  function instance_for_params (line 29) | def instance_for_params(mm, id_ind, exp_ind, template_camera, p, q,

FILE: itwmm/fitting/algorithm.py
  function increment_parameters (line 16) | def increment_parameters(images, mm, id_indices, exp_indices, template_c...
  function fit_video (line 127) | def fit_video(images, mm, id_indices, exp_indices, template_camera,
  function fit_image (line 156) | def fit_image(image, mm, id_indices, exp_indices, template_camera,
  function print_single_cost (line 168) | def print_single_cost(k, c, tot):
  function print_cost_dict (line 178) | def print_cost_dict(d):

FILE: itwmm/fitting/base.py
  function camera_parameters_update (line 8) | def camera_parameters_update(c, dc):
  function quaternion_multiply (line 20) | def quaternion_multiply(current_q, increment_q):
  function gradient_xy (line 32) | def gradient_xy(image):
  function sample_at_bc_vi (line 43) | def sample_at_bc_vi(x, bcoords, vertex_indices):
  function visible_sample_points (line 48) | def visible_sample_points(instance_in_img, image_shape, n_samples):

FILE: itwmm/fitting/derivatives.py
  function d_perspective_camera_d_shape_parameters (line 6) | def d_perspective_camera_d_shape_parameters(shape_pc_uv, warped_uv, came...
  function d_orthographic_camera_d_shape_parameters (line 43) | def d_orthographic_camera_d_shape_parameters(shape_pc_uv, camera):
  function d_camera_d_shape_parameters (line 71) | def d_camera_d_shape_parameters(camera, warped_uv, shape_pc_uv):
  function d_perspective_camera_d_camera_parameters (line 83) | def d_perspective_camera_d_camera_parameters(warped_uv, camera,
  function d_orthographic_camera_d_camera_parameters (line 186) | def d_orthographic_camera_d_camera_parameters(warped_uv, camera,
  function d_camera_d_camera_parameters (line 280) | def d_camera_d_camera_parameters(camera, warped_uv, with_focal_length):

FILE: itwmm/fitting/hessian.py
  function smoothing_kernel (line 4) | def smoothing_kernel(n_frames):
  function insert_id_constraint (line 15) | def insert_id_constraint(H, c_id, n_p):
  function insert_exp_constraint (line 20) | def insert_exp_constraint(H, c_exp, n_p, n_q, n_frames):
  function insert_smoothness_constraint (line 29) | def insert_smoothness_constraint(H, c_sm, n_p, n_q, n_frames):
  function insert_id_constraint_to_JTe (line 39) | def insert_id_constraint_to_JTe(JTe, p, c_id, n_p):
  function insert_exp_constraint_to_JTe (line 43) | def insert_exp_constraint_to_JTe(JTe, qs, c_exp, n_p, n_q, n_frames):
  function insert_smoothness_constraint_to_JTe (line 48) | def insert_smoothness_constraint_to_JTe(JTe, qs, c_sm, n_p, n_q, n_frames):
  function initialize_hessian_and_JTe (line 62) | def initialize_hessian_and_JTe(c_id, c_exp, c_sm, n_p, n_q, n_c, p, qs,
  function insert_frame_to_H (line 88) | def insert_frame_to_H(H, j, f, n_p, n_q, n_c, c_f, c_l, n_frames):
  function insert_frame_to_JTe (line 126) | def insert_frame_to_JTe(JTe, j, f, n_p, n_q, n_c, c_f, c_l, n_frames):

FILE: itwmm/fitting/initialization.py
  function initialize_camera (line 6) | def initialize_camera(image, lms_3d, focal_length=None):
  function initialize_camera_from_params (line 11) | def initialize_camera_from_params(image, mm, id_ind, exp_ind,

FILE: itwmm/fitting/jacobian.py
  function J_data (line 8) | def J_data(camera, warped_uv, shape_pc_uv, U_tex_pc, grad_x_uv,
  function J_lms (line 30) | def J_lms(camera, warped_uv, shape_pc_uv, focal_length_update=False):
  function jacobians (line 43) | def jacobians(s, c, image, lms_points_xy, mm, id_ind, exp_ind, template_...

FILE: itwmm/fitting/projectout.py
  function project_out (line 5) | def project_out(J, U, fast_approx=True):
  function sample_uv_terms (line 10) | def sample_uv_terms(instance, image, camera, mm, shape_pc, grad_x, grad_y,

FILE: itwmm/model/__init__.py
  function generate_texture_model_from_itwmm (line 12) | def generate_texture_model_from_itwmm(images, mm, id_ind, exp_ind,
  function generate_texture_model_from_image_3d_fits (line 48) | def generate_texture_model_from_image_3d_fits(images_and_fits,

FILE: itwmm/model/extractimage.py
  function per_vertex_occlusion (line 13) | def per_vertex_occlusion(mesh_in_img, err_proportion=0.0001, render_diag...
  function render_hi_res_shape_image (line 39) | def render_hi_res_shape_image(mesh, render_width=3000):
  function per_vertex_occlusion_gl_rasterizer (line 51) | def per_vertex_occlusion_gl_rasterizer(mesh, err_proportion=0.0001,
  function per_vertex_occlusion_accurate (line 76) | def per_vertex_occlusion_accurate(mesh):
  function extract_per_vertex_colour (line 120) | def extract_per_vertex_colour(mesh, image):
  function extract_per_vertex_colour_with_occlusion (line 124) | def extract_per_vertex_colour_with_occlusion(mesh, image,
  function extract_per_vertex_features (line 134) | def extract_per_vertex_features(mesh, image, feature_f, diagonal_range=N...

FILE: itwmm/model/math.py
  function rpca_missing (line 8) | def rpca_missing(X, M, lambda_=None, tol=1e-6, max_iter=1000, verbose=Fa...

FILE: itwmm/visualize.py
  function l2_normalize (line 9) | def l2_normalize(x, axis=0, epsilon=1e-12):
  function mesh_in_unit_sphere (line 28) | def mesh_in_unit_sphere(mesh):
  function lambertian_shading (line 34) | def lambertian_shading(mesh, diffuse_colour=0.4,
  function render_mesh_in_img (line 64) | def render_mesh_in_img(trimesh_3d_in_img, img_shape):
  function render_overlay_of_mesh_in_img (line 72) | def render_overlay_of_mesh_in_img(trimesh_3d_in_img, img):
  function render_initialization (line 77) | def render_initialization(images, mm, id_indices, exp_indices, template_...
  function render_iteration (line 91) | def render_iteration(mm, id_ind, exp_ind, img_shape, camera, params,
  function overlay_image (line 106) | def overlay_image(background, overlay, offset_vector):