Cross-View Action Recognition via a Continuous Virtual Path

• Published in: 2013 IEEE Conference on Computer Vision and Pattern Recognition pp. 2690 - 2697
• Main Authors: Zhong Zhang, Chunheng Wang, Baihua Xiao, Wen Zhou, Shuang Liu, Cunzhao Shi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2013
• Subjects: Feature extraction; Kernel; Pattern recognition; Robustness; Target recognition; Training; Vectors

In this paper, we propose a novel method for cross-view action recognition via a continuous virtual path which connects the source view and the target view. Each point on this virtual path is a virtual view which is obtained by a linear transformation of the action descriptor. All the virtual views...