Motion-Driven Spatial and Temporal Adaptive High-Resolution Graph Convolutional Networks for Skeleton-Based Action Recognition

Author:

Huang Zengxi1,Qin Yusong1,Lin Xiaobing2ORCID,Liu Tianlin1,Feng Zhenhua3ORCID,Liu Yiguang4

Affiliation:

1. School of Computer Science and Software Engineering, and the Sichuan Xihua Jiaotong Forensics Center, Xihua University, Chengdu, China

2. School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, China

3. School of Computer Science and Electronic Engineering, University of Surrey, Guildford, U.K.

4. College of Computer Science, Sichuan University, Chengdu, China

Funder

National Natural Science Foundation of China

Sichuan Science and Technology Program

Xihua University Funds for Young Scholars

Sichuan University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Media Technology

Reference83 articles.

1. Three‐dimensional human activity recognition by forming a movement polygon using posture skeletal data from depth sensor

2. Pytorch: An imperative style, high-performance deep learning library;paszke;Proc Adv Neural Inf Process Syst (NIPS),2019

3. Integral invariants for space motion trajectory matching and recognition

4. SequentialPointNet: A strong parallelized point cloud sequence network for 3D action recognition;li;arXiv 2111 08492,2021

5. Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning

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