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Image classifier & comparison of feature descriptors

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Pedestrian Detection - Keypoint Descriptors

Implementation of Cameron Schaeffer's image classifier, with an emphasis on comparing Keypoint Classifiers (A Comparison of Keypoint Descriptors in the Context of Pedestrian Detection: FREAK vs. SURF vs. BRISK, Cameron Schaeffer).

Source : Stanford CS229 2012 project, A Comparison of Keypoint Descriptors in the Context of Pedestrian Detection: FREAK vs. SURF vs. BRISK, Cameron Schaeffer ->

Computer Vision, Keypoint Detection & Description, SURF, FREAK, BRISK

Requirements

  • CMake
  • OpenCV 3.1

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