Towards efficient video-based action recognition: context-aware memory attention network

• Main Authors: Koh, Thean Chun, Yeo, Chai Kiat, Jing, Xuan, Sivadas, Sunil
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Action recognition; Deep learning
• Online Access: https://hdl.handle.net/10356/173795
• Institution: Nanyang Technological University

Given the prevalence of surveillance cameras in our daily lives, human action recognition from videos holds significant practical applications. A persistent challenge in this field is to develop more efficient models capable of real-time recognition with high accuracy for widespread implementation....