Shuangyan Yi

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 20

Top Topics

Object Tracking

Principal Component Analysis

Sparse Representation

Norm Minimization

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Signal Process.

IEEE Trans. Multim.

Pattern Recognit.

Publications

Qiangqiang Shen, Shuangyan Yi, Yongsheng Liang, Yongyong Chen, Wei Liu
Bilateral Fast Low-Rank Representation With Equivalent Transformation for Subspace Clustering. IEEE Trans. Multim. 25 (2023)
Jiaoyan Zhao, Yongsheng Liang, Shuangyan Yi, Qiangqiang Shen, Xiaofeng Cao
norm. Pattern Recognit. 138 (2023)
Shuangyan Yi, Feiping Nie, Yongsheng Liang, Wei Liu, Zhenyu He, Qingmin Liao
Fast Extended Inductive Robust Principal Component Analysis With Optimal Mean. IEEE Trans. Knowl. Data Eng. 34 (10) (2022)
Qiangqiang Shen, Yongsheng Liang, Shuangyan Yi, Jiaoyan Zhao
Fast Universal Low Rank Representation. IEEE Trans. Circuits Syst. Video Technol. 32 (3) (2022)
Qiangqiang Shen, Yongyong Chen, Yongsheng Liang, Shuangyan Yi, Wei Liu
Weighted Schatten p-norm minimization with logarithmic constraint for subspace clustering. Signal Process. 198 (2022)
Jiaoyan Zhao, Shuangyan Yi, Yongsheng Liang, Wei Liu, Xiaofeng Cao
Robust active representation via ℓ2, p-norm constraints. Knowl. Based Syst. 235 (2022)
Yongsheng Liang, Wei Liu, Shuangyan Yi, Huo-Xiang Yang, Zhenyu He
Filter pruning-based two-step feature map reconstruction. Signal Image Video Process. 15 (7) (2021)
Jingjing Lu, Shuangyan Yi, Jiaoyan Zhao, Yongsheng Liang, Wei Liu
Interpretable Robust Feature Selection via Joint -Norms Minimization. ICMLC (2021)
Shuangyan Yi, Zhenyu He, Xiao-Yuan Jing, Yi Li, Yiu-Ming Cheung, Feiping Nie
Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection. IEEE Trans. Neural Networks Learn. Syst. 31 (6) (2020)
Shuangyan Yi, Yingyi Liang, Zhenyu He, Yi Li, Yiu-Ming Cheung
Dual Pursuit for Subspace Learning. IEEE Trans. Multim. 21 (6) (2019)
Shuangyan Yi, Zhenyu He, Yiu-Ming Cheung, Wen-Sheng Chen
Unified Sparse Subspace Learning via Self-Contained Regression. IEEE Trans. Circuits Syst. Video Technol. 28 (10) (2018)
Xiaohuan Lu, Zhenyu He, Shuangyan Yi, Wen-Sheng Chen
Joint of locality- and globality-preserving projections. Signal Image Video Process. 12 (3) (2018)
Shuangyan Yi, Yongsheng Liang, Wei Liu, Fanyang Meng
Adaptive Weighted Sparse Principal Component Analysis. ICME (2018)
Shuangyan Yi, Zhihui Lai, Zhenyu He, Yiu-ming Cheung, Yang Liu
Joint sparse principal component analysis. Pattern Recognit. 61 (2017)
Zhenyu He, Shuangyan Yi, Yiu-Ming Cheung, Xinge You, Yuan Yan Tang
Robust Object Tracking via Key Patch Sparse Representation. IEEE Trans. Cybern. 47 (2) (2017)
Shuangyan Yi, Zhenyu He, Wei-Guo Yang
Robust principal component analysis via joint ℓ2, 1-norms minimization. SPAC (2017)
Shuangyan Yi, Zhenyu He, Yi Li, Yiu-Ming Cheung, Wensheng Chen
Simultaneous Dual-Views Reconstruction with Adaptive Dictionary and Low-Rank Representation. ICPR (2016)
Shuangyan Yi, Hongpeng Wang, Zhenyu He, Yi Li, Wensheng Chen
Multiple Object Tracking Based on Robust Network Flow Model. CIS (2016)
Xiaohuan Lu, Shuangyan Yi, Zhenyu He, Hongpeng Wang, Wensheng Chen
A New Template Update Scheme for Visual Tracking. CCBD (2016)
Shuangyan Yi, Zhenyu He, Xinge You, Yiu-ming Cheung
Single object tracking via robust combination of particle filter and sparse representation. Signal Process. 110 (2015)
Yi Li, Zhenyu He, Shuangyan Yi, Wei-Guo Yang
The robust patches-based tracking method via sparse representation. SPAC (2014)