Robust arbitrary view gait recognition based on parametric 3D human body reconstruction and virtual posture synthesis

作者：

Highlights：

• Introduces a clothes-independent 3D human pose and shape estimation method.

• Introduces a carried-item posture synthesized model for 3D gait recognition.

• Discusses a self-occlusion optimized gait simultaneous sparse representation model.

摘要

•Introduces a clothes-independent 3D human pose and shape estimation method.•Introduces a carried-item posture synthesized model for 3D gait recognition.•Discusses a self-occlusion optimized gait simultaneous sparse representation model.

论文关键词：Gait recognition,Human identification,Silhouette,Sparse representation

论文评审过程：Received 17 December 2015, Revised 18 May 2016, Accepted 25 May 2016, Available online 30 May 2016, Version of Record 14 June 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.05.030