no code implementations • 12 Dec 2022 • Weihong Ren, Denglu Wu, Hui Cao, Xi'ai Chen, Zhi Han, Honghai Liu
The recent trend in 2D multiple object tracking (MOT) is jointly solving detection and tracking, where object detection and appearance feature (or motion) are learned simultaneously.
1 code implementation • 13 Sep 2021 • Yang Zhang, Yao Wang, Zhi Han, Xi'ai Chen, Yandong Tang
Accordingly, a novel formulation for tensor completion and an effective optimization algorithm, called as tensor completion by parallel weighted matrix factorization via tensor train (TWMac-TT), is proposed.
no code implementations • ICCV 2017 • Qiong Luo, Zhi Han, Xi'ai Chen, Yao Wang, Deyu Meng, Dong Liang, Yandong Tang
In this paper, we propose a tensor RPCA model based on CP decomposition and model data noise by Mixture of Gaussians (MoG).
no code implementations • 18 May 2017 • Xi'ai Chen, Zhi Han, Yao Wang, Qian Zhao, Deyu Meng, Lin Lin, Yandong Tang
We provide two versions of the algorithm with different tensor factorization operations, i. e., CP factorization and Tucker factorization.
no code implementations • CVPR 2016 • Xi'ai Chen, Zhi Han, Yao Wang, Qian Zhao, Deyu Meng, Yandong Tang
However, real data are often corrupted by noise with an unknown distribution.