Multi-camera multi-object tracking on the move via single-stage global association approach

Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Son Lam Phung, Ngan Le, Khoa Luu

Abstract: Highlights•An efficient Fractional Optimal Transport Assignment method to solve one-to-many assignment problem.•A novel Single-Stage Global Assignment method to match one tracked object with multiple corresponding detections in multi-camera overlapping regions.•A novel End-to-end MC-MOT Learning network that performs detection, tracking and association across cameras in a calibrated system.