SYMBOL INDEX (142 symbols across 19 files)

FILE: chapter1/chapter1.py
  class FilterLayout (line 27) | class FilterLayout(BaseLayout):
    method _init_custom_layout (line 38) | def _init_custom_layout(self):
    method _create_custom_layout (line 45) | def _create_custom_layout(self):
    method _process_frame (line 67) | def _process_frame(self, frame_rgb):
  function main (line 85) | def main():

FILE: chapter1/filters.py
  class PencilSketch (line 20) | class PencilSketch:
    method __init__ (line 28) | def __init__(self, (width, height), bg_gray='pencilsketch_bg.jpg'):
    method render (line 43) | def render(self, img_rgb):
  class WarmingFilter (line 60) | class WarmingFilter:
    method __init__ (line 69) | def __init__(self):
    method render (line 77) | def render(self, img_rgb):
    method _create_LUT_8UC1 (line 95) | def _create_LUT_8UC1(self, x, y):
  class CoolingFilter (line 101) | class CoolingFilter:
    method __init__ (line 110) | def __init__(self):
    method render (line 118) | def render(self, img_rgb):
    method _create_LUT_8UC1 (line 135) | def _create_LUT_8UC1(self, x, y):
  class Cartoonizer (line 141) | class Cartoonizer:
    method __init__ (line 149) | def __init__(self):
    method render (line 152) | def render(self, img_rgb):

FILE: chapter1/gui.py
  class Meta1 (line 17) | class Meta1(wx.Frame):
  class BaseLayout (line 22) | class BaseLayout(Meta1):
    method __init__ (line 45) | def __init__(self, capture, title=None, parent=None, id=-1, fps=10):
    method _init_base_layout (line 78) | def _init_base_layout(self):
    method _create_base_layout (line 95) | def _create_base_layout(self):
    method _on_next_frame (line 124) | def _on_next_frame(self, event):
    method _on_paint (line 140) | def _on_paint(self, event):
    method _acquire_frame (line 151) | def _acquire_frame(self):
    method _init_custom_layout (line 160) | def _init_custom_layout(self):
    method _create_custom_layout (line 169) | def _create_custom_layout(self):
    method _process_frame (line 181) | def _process_frame(self, frame_rgb):

FILE: chapter2/chapter2.py
  class KinectLayout (line 24) | class KinectLayout(BaseLayout):
    method _init_custom_layout (line 32) | def _init_custom_layout(self):
    method _create_custom_layout (line 36) | def _create_custom_layout(self):
    method _acquire_frame (line 40) | def _acquire_frame(self):
    method _process_frame (line 49) | def _process_frame(self, frame):
  function main (line 72) | def main():

FILE: chapter2/gestures.py
  class HandGestureRecognition (line 13) | class HandGestureRecognition:
    method __init__ (line 26) | def __init__(self):
    method recognize (line 38) | def recognize(self, img_gray):
    method _segment_arm (line 64) | def _segment_arm(self, frame):
    method _find_hull_defects (line 104) | def _find_hull_defects(self, segment):
    method _detect_num_fingers (line 128) | def _detect_num_fingers(self, contours, defects, img_draw):
  function angle_rad (line 185) | def angle_rad(v1, v2):
  function deg2rad (line 195) | def deg2rad(angle_deg):

FILE: chapter2/gui.py
  class Meta1 (line 17) | class Meta1(wx.Frame):
  class BaseLayout (line 22) | class BaseLayout(Meta1):
    method __init__ (line 45) | def __init__(self, capture, title=None, parent=None, id=-1, fps=10):
    method _init_base_layout (line 78) | def _init_base_layout(self):
    method _create_base_layout (line 95) | def _create_base_layout(self):
    method _on_next_frame (line 124) | def _on_next_frame(self, event):
    method _on_paint (line 140) | def _on_paint(self, event):
    method _acquire_frame (line 151) | def _acquire_frame(self):
    method _init_custom_layout (line 160) | def _init_custom_layout(self):
    method _create_custom_layout (line 169) | def _create_custom_layout(self):
    method _process_frame (line 181) | def _process_frame(self, frame_rgb):

FILE: chapter3/chapter3.py
  class FeatureMatchingLayout (line 19) | class FeatureMatchingLayout(BaseLayout):
    method _init_custom_layout (line 27) | def _init_custom_layout(self):
    method _create_custom_layout (line 31) | def _create_custom_layout(self):
    method _process_frame (line 35) | def _process_frame(self, frame):
  function main (line 45) | def main():

FILE: chapter3/feature_matching.py
  class FeatureMatching (line 13) | class FeatureMatching:
    method __init__ (line 30) | def __init__(self, train_image="salinger.jpg"):
    method match (line 66) | def match(self, frame):
    method _extract_features (line 165) | def _extract_features(self, frame):
    method _match_features (line 173) | def _match_features(self, desc_frame):
    method _detect_corner_points (line 195) | def _detect_corner_points(self, key_frame, good_matches):
    method _warp_keypoints (line 224) | def _warp_keypoints(self, good_matches, key_frame, sh_frame):
  function draw_good_matches (line 261) | def draw_good_matches(img1, kp1, img2, kp2, matches):

FILE: chapter3/gui.py
  class Meta1 (line 17) | class Meta1(wx.Frame):
  class BaseLayout (line 22) | class BaseLayout(Meta1):
    method __init__ (line 45) | def __init__(self, capture, title=None, parent=None, id=-1, fps=10):
    method _init_base_layout (line 78) | def _init_base_layout(self):
    method _create_base_layout (line 95) | def _create_base_layout(self):
    method _on_next_frame (line 124) | def _on_next_frame(self, event):
    method _on_paint (line 140) | def _on_paint(self, event):
    method _acquire_frame (line 151) | def _acquire_frame(self):
    method _init_custom_layout (line 160) | def _init_custom_layout(self):
    method _create_custom_layout (line 169) | def _create_custom_layout(self):
    method _process_frame (line 181) | def _process_frame(self, frame_rgb):

FILE: chapter4/calibrate.py
  class CameraCalibration (line 13) | class CameraCalibration(BaseLayout):
    method _init_custom_layout (line 21) | def _init_custom_layout(self):
    method _create_custom_layout (line 37) | def _create_custom_layout(self):
    method _process_frame (line 49) | def _process_frame(self, frame):
    method _on_button_calibrate (line 122) | def _on_button_calibrate(self, event):
    method _reset_recording (line 128) | def _reset_recording(self):
  function main (line 135) | def main():

FILE: chapter4/chapter4.py
  function main (line 21) | def main():

FILE: chapter4/gui.py
  class Meta1 (line 17) | class Meta1(wx.Frame):
  class BaseLayout (line 22) | class BaseLayout(Meta1):
    method __init__ (line 45) | def __init__(self, capture, title=None, parent=None, id=-1, fps=10):
    method _init_base_layout (line 78) | def _init_base_layout(self):
    method _create_base_layout (line 95) | def _create_base_layout(self):
    method _on_next_frame (line 124) | def _on_next_frame(self, event):
    method _on_paint (line 140) | def _on_paint(self, event):
    method _acquire_frame (line 151) | def _acquire_frame(self):
    method _init_custom_layout (line 160) | def _init_custom_layout(self):
    method _create_custom_layout (line 169) | def _create_custom_layout(self):
    method _process_frame (line 181) | def _process_frame(self, frame_rgb):

FILE: chapter4/scene3D.py
  class SceneReconstruction3D (line 14) | class SceneReconstruction3D:
    method __init__ (line 29) | def __init__(self, K, dist):
    method load_image_pair (line 41) | def load_image_pair(self, img_path1, img_path2, use_pyr_down=True):
    method plot_optic_flow (line 78) | def plot_optic_flow(self):
    method draw_epipolar_lines (line 104) | def draw_epipolar_lines(self, feat_mode="SURF"):
    method plot_rectified_images (line 137) | def plot_rectified_images(self, feat_mode="SURF"):
    method plot_point_cloud (line 181) | def plot_point_cloud(self, feat_mode="SURF"):
    method _extract_keypoints (line 218) | def _extract_keypoints(self, feat_mode):
    method _extract_keypoints_surf (line 240) | def _extract_keypoints_surf(self):
    method _extract_keypoints_flow (line 263) | def _extract_keypoints_flow(self):
    method _find_fundamental_matrix (line 286) | def _find_fundamental_matrix(self):
    method _find_essential_matrix (line 292) | def _find_essential_matrix(self):
    method _find_camera_matrices_rt (line 296) | def _find_camera_matrices_rt(self):
    method _draw_epipolar_lines_helper (line 342) | def _draw_epipolar_lines_helper(self, img1, img2, lines, pts1, pts2):
    method _in_front_of_both_cameras (line 359) | def _in_front_of_both_cameras(self, first_points, second_points, rot,
    method _linear_ls_triangulation (line 378) | def _linear_ls_triangulation(self, u1, P1, u2, P2):

FILE: chapter5/chapter5.py
  function main (line 18) | def main(video_file='soccer.avi', roi=((140, 100), (500, 600))):

FILE: chapter5/saliency.py
  class Saliency (line 17) | class Saliency:
    method __init__ (line 23) | def __init__(self, img, use_numpy_fft=True, gauss_kernel=(5, 5)):
    method get_saliency_map (line 45) | def get_saliency_map(self):
    method _get_channel_sal_magn (line 85) | def _get_channel_sal_magn(self, channel):
    method calc_magnitude_spectrum (line 130) | def calc_magnitude_spectrum(self):
    method plot_power_spectrum (line 158) | def plot_power_spectrum(self):
    method get_proto_objects_map (line 202) | def get_proto_objects_map(self, use_otsu=True):

FILE: chapter5/tracking.py
  class MultipleObjectsTracker (line 11) | class MultipleObjectsTracker:
    method __init__ (line 19) | def __init__(self, min_area=400, min_shift2=5):
    method advance_frame (line 41) | def advance_frame(self, frame, proto_objects_map):
    method _append_boxes_from_saliency (line 91) | def _append_boxes_from_saliency(self, proto_objects_map, box_all):
    method _append_boxes_from_meanshift (line 117) | def _append_boxes_from_meanshift(self, frame, box_all):
    method _update_mean_shift_bookkeeping (line 149) | def _update_mean_shift_bookkeeping(self, frame, box_grouped):

FILE: chapter6/chapter6.py
  function main (line 22) | def main():

FILE: chapter6/classifiers.py
  class Classifier (line 16) | class Classifier:
    method fit (line 41) | def fit(self, X_train, y_train):
    method evaluate (line 45) | def evaluate(self, X_test, y_test, visualize=False):
    method _accuracy (line 48) | def _accuracy(self, y_test, Y_vote):
    method _precision (line 66) | def _precision(self, y_test, Y_vote):
    method _recall (line 108) | def _recall(self, y_test, Y_vote):
    method _confusion (line 148) | def _confusion(self, y_test, Y_vote):
  class MultiClassSVM (line 172) | class MultiClassSVM(Classifier):
    method __init__ (line 194) | def __init__(self, num_classes, mode="one-vs-all", params=None):
    method fit (line 230) | def fit(self, X_train, y_train, params=None):
    method evaluate (line 270) | def evaluate(self, X_test, y_test, visualize=False):

FILE: chapter6/datasets/gtsrb.py
  function load_data (line 22) | def load_data(rootpath="datasets/gtsrb_training", feature=None, cut_roi=...
  function _extract_feature (line 104) | def _extract_feature(X, feature):