Different from the popular temporal reconstruction-based methods, the proposed method
uses the average gait over the whole sequence as input feature template. Assuming the
effect caused by extremely low frame-rate or large gait fluctuations are intra-class variations
that the gallery data fails to capture, we build a general model based on random subspace
method. More specifically, a number of weak classifiers are combined to reduce the …