Jing-Hua Yang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Robust Principal Component Analysis

Matrix Factorization

Top Venues

Appl. Math. Comput.

IEEE Trans. Circuits Syst. Video Technol.

J. Comput. Appl. Math.

Publications

Si-Jia Xiang, Heng-Chao Li, Jing-Hua Yang, Xin-Ru Feng
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization. Inf. Sci. 667 (2024)
Sheng Liu, Jinsong Leng, Xi-Le Zhao, Haijin Zeng, Yao Wang, Jing-Hua Yang
Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for Multi-Dimensional Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. 34 (5) (2024)
Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan, Qian Du, Antonio Plaza
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhi Xu, Jing-Hua Yang, Chuanlong Wang, Fusheng Wang, Xihong Yan
Tensor robust principal component analysis with total generalized variation for high-dimensional data recovery. Appl. Math. Comput. 483 (2024)
Jing-Hua Yang, Chuan Chen, Hong-Ning Dai, Meng Ding, Zhe-Bin Wu, Zibin Zheng
Robust Corrupted Data Recovery and Clustering via Generalized Transformed Tensor Low-Rank Representation. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Jing-Hua Yang, Lele Fu, Chuan Chen, Hong-Ning Dai, Zibin Zheng
Cross-view graph matching for incomplete multi-view clustering. Neurocomputing 515 (2023)
Jing-Hua Yang, Chuan Chen, Hong-Ning Dai, Lele Fu, Zibin Zheng
A structure noise-aware tensor dictionary learning method for high-dimensional data clustering. Inf. Sci. 612 (2022)
Jing-Hua Yang, Chuan Chen, Hong-Ning Dai, Meng Ding, Lele Fu, Zibin Zheng
Hierarchical Representation for Multi-view Clustering: From Intra-sample to Intra-view to Inter-view. CIKM (2022)
Xi-Le Zhao, Jing-Hua Yang, Tian-Hui Ma, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang
Tensor Completion via Complementary Global, Local, and Nonlocal Priors. IEEE Trans. Image Process. 31 (2022)
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin, Jing-Hua Yang
Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing. IGARSS (2021)
Jing-Hua Yang, Xi-Le Zhao, Teng-Yu Ji, Tian-Hui Ma, Ting-Zhu Huang
Low-rank tensor train for tensor robust principal component analysis. Appl. Math. Comput. 367 (2020)
Meng Ding, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Jing-Hua Yang
Cauchy noise removal using group-based low-rank prior. Appl. Math. Comput. 372 (2020)
Jing-Hua Yang, Xi-Le Zhao, Tian-Hui Ma, Yong Chen, Ting-Zhu Huang, Meng Ding
Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization. J. Comput. Appl. Math. 363 (2020)
Meng Ding, Ting-Zhu Huang, Teng-Yu Ji, Xi-Le Zhao, Jing-Hua Yang
Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation. J. Sci. Comput. 81 (2) (2019)
Jing-Hua Yang, Xi-Le Zhao, Jin-Jin Mei, Si Wang, Tian-Hui Ma, Ting-Zhu Huang
Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise. Comput. Math. Appl. 77 (5) (2019)