Multi-Label Activity Recognition using Activity-specific Features and Activity Correlations

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) Vol. 2021; pp. 14620 - 14630
• Main Authors: Zhang, Yanyi, Li, Xinyu, Marsic, Ivan
• Format: Conference Proceeding Journal Article
• Language: English
• Published: United States IEEE 01.06.2021
• Subjects: Activity recognition; Codes; Computer vision; Correlation; Feature extraction; IEEE activities; Visualization

Multi-label activity recognition is designed for recognizing multiple activities that are performed simultaneously or sequentially in each video. Most recent activity recognition networks focus on single-activities, that assume only one activity in each video. These networks extract shared features...