1 code implementation • 31 Aug 2020 • Young-min Song, Young-chul Yoon, Kwangjin Yoon, Moongu Jeon, Seong-Whan Lee, Witold Pedrycz
One affinity, for position and motion, is computed by using the GMPHD filter, and the other affinity, for appearance is computed by using the responses from a single object tracker such as a kernalized correlation filter.
2 code implementations • 31 Jul 2019 • Young-min Song, Kwangjin Yoon, Young-chul Yoon, Kin-Choong Yow, Moongu Jeon
In this paper, we propose an efficient online multi-object tracking framework based on the GMPHD filter and occlusion group management scheme where the GMPHD filter utilizes hierarchical data association to reduce the false negatives caused by miss detection.
Ranked #1 on Online Multi-Object Tracking on MOT15
1 code implementation • 1 Jul 2019 • Young-chul Yoon, Du Yong Kim, Young-min Song, Kwangjin Yoon, Moongu Jeon
The higher dimension of inherent information in the appearance model compared to the geometric model is problematic in many ways.
no code implementations • 28 May 2018 • Young-chul Yoon, Abhijeet Boragule, Young-min Song, Kwangjin Yoon, Moongu Jeon
In this paper, we propose the methods to handle temporal errors during multi-object tracking.