PhD forum: Keypoints-based background model and foreground pedestrians extraction for future smart cameras

Omar Hamdoun, Fabien Moutarde

Abstract: In this paper, we present a method for background modeling using only keypoints, and detection of foreground moving pedestrians using background keypoints substraction followed by adaBoost classification of foreground keypoints. A first experimental evaluation shows very promising detection performances in real-time.