Group Activity Recognition in Crowded Scenes Using Multi-Stage Feature Optimization and ST-GCN-LSTM Networks

Computers, materials & continua/Computers, materials & continua (Print) 2026 Open access

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Authors: Mohammed Alnusayri, Tingting Xue, Saleha Kamal, Nouf Abdullah Almujally, Khaled Alnowaiser, Ahmad Jalal, Hui Liu
DOI: 10.32604/cmc.2026.074115
Cited by: 4

Abstract

Group activity recognition in public environments is challenging due to dynamic formations, complex inter-person interactions, and frequent occlusions. Existing methods often emphasize individual actions, overlooking collecti... | Find, read and cite all the research you need on Tech Science Press

Fields of Study & Subjects

Human Pose and Action Recognition Video Surveillance and Tracking Methods Context-Aware Activity Recognition Systems

Publication details

Journal / source
Computers, materials & continua/Computers, materials & continua (Print)
Publisher
Tech Science Press
Volume
0
Issue
0
Pages
1–10
Publication date
1 January 2026
Language
EN