Gait Recognition under Speed Transition

no code implementations • CVPR 2014 • Al Mansur, Yasushi Makihara, Rasyid Aqmar, Yasushi Yagi

Given an input image sequence of speed transited gait of a test subject, we estimate the mapping matrix of the test subject as well as the phase and stride sequence using an energy minimization framework considering the following three points: (1) fitness of the synthesized images to the input image sequence as well as to an eigenspace constructed by exemplars of training subjects; (2) smoothness of the phase and the stride sequence; and (3) pitch and stride fitness to the pitch-stride preference model.

Gait Recognition