Multiview max-margin subspace learning for cross-view gait recognition.

•A novel subspace learning method for multiview data called Multiview Max-Margin Subspace Learning is proposed.•Same-class samples will be clustered together and kept a distance from their neighboring different-class samples.•The experimental results of cross-view gait recognition demonstrate the effectiveness of our method.