Multi-modality fusion in multiple object tracking

• Main Author: Liao, Ruosen
• Other Authors: Lin Zhiping
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/173003
• Institution: Nanyang Technological University

Tracking multiple individuals in unconstrained videos, especially in challenging scenarios like crowded environments or situations with visually similar people, presents substantial difficulties. Existing tracking methods heavily depend on sophisticated detectors and task-specific data association t...