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HOG

Implementation of the algorithm proposed in the paper Histograms of Oriented Gradients for Human Detection by Navneet Dalal and Bill Triggs. In memory.pdf you will find an explanation of all the process (in Spanish) and the results obtained. Here you can see a few ROC curves using an SVM as classifier.

ROCs

Here you can see a few examples of the results provided by our implementation. The original images can be found in the INRIA Person Dataset.

Person

Person

Person