The challenging task of multi-object tracking (MOT) requires simultaneous reasoning about track initialization, identity, and spatio-temporal trajectories. We formulate this task as a …
J Cao, J Pang, X Weng… - Proceedings of the …, 2023 - openaccess.thecvf.com
Kalman filter (KF) based methods for multi-object tracking (MOT) make an assumption that objects move linearly. While this assumption is acceptable for very short periods of …
Y Dai, Z Hu, S Zhang, L Liu - Displays, 2022 - Elsevier
Abstract Multiple Object Tracking (MOT) has emerged as a hot issue in the field of computer vision recently. MOT has academic and commercial potential in urban public security …
Occlusion between different objects is a typical challenge in Multi-Object Tracking (MOT), which often leads to inferior tracking results due to the missing detected objects. The …
D Stadler, J Beyerer - Proceedings of the IEEE/CVF winter …, 2022 - openaccess.thecvf.com
Multi-person tracking is often solved with a tracking-by-detection approach that matches all tracks and detections simultaneously based on a distance matrix. In crowded scenes …
S You, H Yao, B Bao, C Xu - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Abstract Recently, Multiple Object Tracking has achieved great success, which consists of object detection, feature embedding, and identity association. Existing methods apply the …
Z Wu, J Zheng, X Ren, FA Vasluianu… - Proceedings of the …, 2024 - openaccess.thecvf.com
In the realm of video object tracking auxiliary modalities such as depth thermal or event data have emerged as valuable assets to complement the RGB trackers. In practice most existing …
Multiple object tracking gained a lot of interest from researchers in recent years, and it has become one of the trending problems in computer vision, especially with the recent …
Y Wu, H Sheng, Y Zhang, S Wang… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
For an intelligent transportation system, multiple object tracking (MOT) is more challenging from the traditional static surveillance camera to mobile devices of the Internet of Things …