Fast-Feature-Pyramids-for-Object-Detection
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undergraduate work
Fast Feature pyramid for object detection
http://vision.cornell.edu/se3/wp-content/uploads/2014/09/DollarPAMI14pyramids_0.pdf
Implemented with C++ using Random forest, boosted decision tree
Yields similar performance with paper(Random forest: 14fps, Boosted Trees: 18fps)
ACF feature used
Result(green: GT, blue: detected pedestrian)