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Histograms of Oriented Gradients for Human Detection - Inria

Collect HOG’s SVM Linear non−person classification Person / spatial blocks over overlapping Contrast normalize Figure 1. An overview of our feature extraction and object detection chain. The detector window is tiled with a grid of overlapping blocks in which Histogram of Oriented Gradient feature vectors are extracted.