Spatially and Temporally Structured Global to Local Aggregation of Dynamic Depth Information for Action Recognition

This paper presents an effective yet simple video representation for RGB-D-based action recognition. It proposes to represent a depth map sequence into three pairs of structured dynamic images (DIs) at body, part, and joint levels, respectively, through hierarchical bidirectional rank pooling. Diffe...

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Bibliographic Details
Main Authors: Yonghong Hou, Shuang Wang, Pichao Wang, Zhimin Gao, Wanqing Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8186302/