Real-time person re-identification and tracking on edge devices with distributed optimization

• Published in: Pattern analysis and applications : PAA Vol. 28; no. 3
• Main Authors: Dang, Tuan Linh, Hoang, Minh Hoang, Ngo, Viet Anh, Duong, Minh Quan, Ha, Hoang Hiep, Nguyen, The An, Le, Hoang
• Format: Journal Article
• Language: English
• Published: Heidelberg Springer Nature B.V 01.09.2025
• Subjects: Batch processing; Devices; Real time; Surveillance; Tracking devices; Video data

This paper presents an efficient real-time person re-identification (ReID) and pedestrian tracking solution optimized for resource-constrained edge devices in multi-camera surveillance. Our key contribution is a hybrid distributed architecture that offloads lightweight detection tasks (using YOLOv10...