Class ObjectDetectionInfo

Convert from THaarClassifier to a new classifier with scale s so that I can detect from image with different scales.

Input:

lc: a THaarClassifier patch_len: the length of the patch to be used by lc c: the voting weight (double) is_improver: (boolean) an improver or a filter? to_reset: (boolean) to reset previous sum? reset_value: (double) value to be reset to

Output:

all the parameters of the haar classifier will be stored in an int array and a double array

New reference:

ivec: 64 items, format as follows

• ivec[0]: the number of indices

• ivec[1]: flag, in which:

  • bit 0: set if it is an improver, otherwise it is a filter
  • bit 1: set if the previous sum is to be reset

• starting from ivec[4]: tuples of 3 integers:

  • x position w.r.t. the top-left corner
  • y position w.r.t. the top-left corner
  • coefficient/weight

dvec: 4 items, format as follows

• dvec[0]: threshold b
• dvec[1]: voting weight c
• dvec[2]: reset value -- only meaningful if bit 1 of ivec[1] is set

Old reference:

ivec: format as follows

• first 32 ints: (vectorized) indices w.r.t. the location

  of the top-left corner

• ivec[32]: the number of indices

• ivec[33]: flag, in which:

  • bit 0: set if it is an improver, otherwise it is a filter
  • bit 1: set if the previous sum is to be reset

dvec: format as follows

• first 32 doubles: weights
• dvec[32]: threshold b
• dvec[33]: voting weight c
• dvec[34]: reset value -- only meaningful if bit 1 of ivec[33] is set

Convert from composite to a new classifier with scale s so that I can detect from image with different scales.

Input:

cc: a composite classifier, which can be:

• A THaarClassifier
• A SimpleCascade of composite classifiers
• A GeneralizedCascade of composite classifiers
• A DiscreteBoostedClassifier of composite classifiers

patch_len: the length of the patch to be used by lc

Output:

ivecs: a 2D int array representing the 'int' parameters of the composite classifier dvecs: a 2D double array representing the 'double' parameters of the composite classifier