Search Results for author: Xi'ai Chen

Found 5 papers, 1 papers with code

Joint Counting, Detection and Re-Identification for Multi-Object Tracking

no code implementations12 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.

Multi-Object Tracking Multiple Object Tracking +3

Effective Tensor Completion via Element-wise Weighted Low-rank Tensor Train with Overlapping Ket Augmentation

1 code implementation13 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.

Blocking

Tensor RPCA by Bayesian CP Factorization With Complex Noise

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).

valid

A General Model for Robust Tensor Factorization with Unknown Noise

no code implementations18 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.

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