Learning a Deep Model for Human Action Recognition from Novel Viewpoints.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2018)
摘要
Recognizing human actions from unknown and unseen (novel) views is a challenging problem. We propose a Robust Non-Linear Knowledge Transfer Model (R-NKTM) for human action recognition from novel views. The proposed R-NKTM is a deep fully-connected neural network that transfers knowledge of human actions from any unknown view to a shared high-level virtual view by finding a set of non-linear transf...
更多查看译文
关键词
Videos,Trajectory,Three-dimensional displays,Training,Knowledge transfer,Solid modeling,Two dimensional displays
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络