On how to improve tracklet-based gait recognition systems ?
New algorithm to discard irrelevant tracklets for gait representation. Comparison of new RootDCS descriptor for gait representation against original DCS. Metric learning and binary representation for compact gait descriptors. Thorough experimental evaluation on standard datasets CASIA-B, CASIA-C and TUM-GAID. State-of-the-art results on verification and identification tasks.
tracklets gait recognition metric learning dtf binarization