Enhance multi-object tracking with learnable re-identification

• Main Author: Hu, Zihao
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Computer vision; Multi-object tracking
• Online Access: https://hdl.handle.net/10356/176709
• Institution: Nanyang Technological University

Multi-Object Tracking (MOT) has a broad range of applications in various domains, including video surveillance, autonomous driving, and healthcare monitoring. Despite advancements in MOT algorithms, challenges persist, especially in handling identity switches caused by occlusions and other factors....