Z-GMOT: Zero-shot Generic Multiple Object Tracking

arXiv:2305.17648v3 Announce Type: replace
Abstract: Despite recent significant progress, Multi-Object Tracking (MOT) faces limitations such as reliance on prior knowledge and predefined categories and struggles with unseen objects. To address these issues, Generic Multiple Object Tracking (GMOT) has emerged as an alternative approach, requiring less prior information. However, current GMOT methods often rely on initial bounding boxes and struggle to handle variations in factors such as viewpoint, lighting, occlusion, and scale, among others. Our contributions commence with the introduction of …

arxiv cs.cv multiple object tracking type zero-shot