Multi-camera Multi-Object Tracking

Understand

In this paper, we propose a pipeline for multi-target visual tracking under multi-camera system.

• For multi-camera system tracking problem, efficient data association across cameras, and at the same time, across frames becomes more important than single-camera system tracking.
• However, most of the multi-camera tracking algorithms emphasis on single camera across frame data association.
• Thus in our work, we model our tracking problem as a global graph, and adopt Generalized Maximum Multi Clique optimization problem as our core algorithm to take both across frame and across camera data correlation into account all together.