A Real-Time Multi-Person Spatio-Temporal Behavior Detection Method in Nighttime Scenes Based on Multi-Model Combination

• Published in: Chinese Control and Decision Conference pp. 2430 - 2434
• Main Authors: Zhou, Jiayi, Wang, Xiaogang, Zhan, Binghan, Wang, Min, Yan, Jiacai
• Format: Conference Proceeding
• Language: English
• Published: IEEE 16.05.2025
• Subjects: Behavioral sciences; Classification algorithms; DeepSort; Location awareness; Multi-person behavior detection; Near-infrared videos; Object detection; Object tracking; Pedestrians; Real-time systems; SlowFast; Surveillance; Thermal analysis; Videos; YOLOv8

The human spatio-temporal behavior detection in online videos involves detecting human behavior while simultaneously locating the spatio-temporal positions of the individuals. Existing spatio-temporal behavior detection methods are primarily designed to analyze visible light or thermal infrared vide...