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ORCIDTing-Zhu Huang
Tingzhu Huang
Person information
- affiliation: University of Electronic Science and Technology of China, School of Mathematical Sciences, Chengdu, China
- affiliation (PhD 2000): Xi'an Jiaotong University, Department of Mathematics, China
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2020 – today
- 2025
[j316]Cheng-Wei Sun
, Ting-Zhu Huang, Hong-Xia Dou, Ting Xu, Liang-Jian Deng:
A fast Lanczos-based hierarchical algorithm for tensor ring decomposition. Signal Process. 227: 109705 (2025)- [j315]Zi-Yue Zhu, Ting-Zhu Huang, Jie Huang, Ling Wu:
Tensor singular value decomposition and low-rank representation for hyperspectral image unmixing. Signal Process. 230: 109799 (2025) - 2024
- [j314]Zhong-Cheng Wu, Gemine Vivone, Ting-Zhu Huang, Liang-Jian Deng:
Pansharpening via semi-framelet-guided sparse reconstruction. Inf. Fusion 106: 102297 (2024) - [j313]Jin-Ju Wang, Nicolas Dobigeon, Marie Chabert, Ding-Cheng Wang, Ting-Zhu Huang, Jie Huang:
CD-GAN: A robust fusion-based generative adversarial network for unsupervised remote sensing change detection with heterogeneous sensors. Inf. Fusion 107: 102313 (2024) - [j312]Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Ting-Zhu Huang:
Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition. J. Sci. Comput. 98(1): 16 (2024) - [j311]Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Maolin Che:
A Fast Algorithm for Rank-(L, M, N) Block Term Decomposition of Multi-Dimensional Data. J. Sci. Comput. 101(1): 16 (2024) - [j310]Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Hao Zhang, Zhi-Long Han:
Nonlinear Hierarchical Matrix Factorization-Based Tensor Ring Approximation for Multi-dimensional Image Recovery. J. Sci. Comput. 101(2): 31 (2024) - [j309]Yan-Tao Li, Ting-Zhu Huang, Wei-Hao Wu:
Attention-Guided Low-Rank Tensor Factorization for Image Recovery With Poisson Observation. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j308]Sheng Shu, Ting-Zhu Huang, Jie Huang:
Dual-Channel Enhanced Decoder Network for Blind Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j307]Zhi-Long Han, Ting-Zhu Huang, Xi-Le Zhao, Hao Zhang, Yun-Yang Liu:
Multi-Dimensional Data Recovery via Feature-Based Fully-Connected Tensor Network Decomposition. IEEE Trans. Big Data 10(4): 386-399 (2024) - [j306]Zhi-Long Han, Ting-Zhu Huang, Xi-Le Zhao, Hao Zhang, Wei-Hao Wu:
Nested Fully-Connected Tensor Network Decomposition for Multi-Dimensional Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. 34(10): 10092-10106 (2024) - [j305]Hao Peng, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin, Wei-Hao Wu, Li-Yuan Li:
Deep Domain Fidelity and Low-Rank Tensor Ring Regularization for Thick Cloud Removal of Multitemporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j304]Zhong-Cheng Wu, Ya-Jun Li, Ting-Zhu Huang, Liang-Jian Deng, Gemine Vivone:
CroDoSR: Tensor Cross-Domain Rank for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j303]Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Jin-Liang Xiao, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j302]Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yi-Si Luo, Tai-Xiang Jiang:
CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8969-8983 (2024) - [c38]Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang:
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective. CVPR 2024: 22413-22422 - [c37]Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Ting Xu:
A Novel Fidelity Based on the Adaptive Domain for Pansharpening. IGARSS 2024: 1086-1090 - [c36]Hao Zhang, Ting-Zhu Huang, Jie Lin, Tai-Xiang Jiang:
Sparsity Regularized Rank-(L,M,N) Block Term Decomposition for Hyperspectral Image Mixed Noise Removal. IGARSS 2024: 7614-7617 - [c35]Wei-Hao Wu, Ting-Zhu Huang, Min Wang, Yong Chen, Jian-Li Wang, Zhi-Long Han, Jia-Yi Li:
Hyperspectral Image Denoising via Generalized Kronecker Decomposition-Based Subspace Representation. IGARSS 2024: 7622-7625 - [c34]Wen-Jie Zheng, Xiao-Xuan Bai, Yu-Bang Zheng, Ya-Ru Fan, Ting-Zhu Huang, Xi-Le Zhao:
Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images. IGARSS 2024: 8274-8277 - 2023
- [j301]Si Wang, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang:
Reweighted sparse unmixing for hyperspectral images with noise level estimation. J. Comput. Appl. Math. 421: 114843 (2023) - [j300]Peng-Ling Wu, Xi-Le Zhao, Meng Ding, Yu-Bang Zheng, Lu-Bin Cui, Ting-Zhu Huang:
Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion. Knowl. Based Syst. 259: 110094 (2023) - [j299]Wei-Hao Wu, Ting-Zhu Huang, Hao Zhang, Jian-Li Wang, Xi-Le Zhao:
Untrained Low-Rank Neural Network Prior for Multi-Dimensional Image Recovery. IEEE Signal Process. Lett. 30: 1647-1651 (2023) - [j298]Li-Yuan Li, Ting-Zhu Huang, Yu-Bang Zheng, Wen-Jie Zheng, Jie Lin, Guo-Cheng Wu, Xi-Le Zhao:
Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j297]Jian-Li Wang, Xi-Le Zhao, Heng-Chao Li, Ke-Xiang Cao, Jiaqing Miao, Ting-Zhu Huang:
Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j296]Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone:
Variational Pansharpening Based on Coefficient Estimation With Nonlocal Regression. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j295]Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Wei He, Jae Kyu Choi, Yu-Bang Zheng:
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j294]Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Jie Huang, Jocelyn Chanussot, Gemine Vivone:
LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening. IEEE Trans. Image Process. 32: 1640-1655 (2023) - [j293]Tian-Jiang Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone:
A Triple-Double Convolutional Neural Network for Panchromatic Sharpening. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9088-9101 (2023) - [i24]Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang:
SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search. CoRR abs/2305.14912 (2023) - 2022
- [j292]Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao:
A fast sketching-based algorithm for rank-(L, L, 1) block term decomposition. Appl. Math. Lett. 133: 108252 (2022) - [j291]Cheng Jin, Liang-Jian Deng, Ting-Zhu Huang, Gemine Vivone:
Laplacian pyramid networks: A new approach for multispectral pansharpening. Inf. Fusion 78: 158-170 (2022) - [j290]Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao:
Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors. J. Sci. Comput. 92(1): 8 (2022) - [j289]Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiongjun Zhang, Ting-Zhu Huang:
Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion. J. Sci. Comput. 92(3): 83 (2022) - [j288]Chengyao Lyu, Xi-Le Zhao, Ben-Zheng Li, Hao Zhang, Ting-Zhu Huang:
Multi-Dimensional Image Recovery via Fully-Connected Tensor Network Decomposition Under the Learnable Transforms. J. Sci. Comput. 93(2): 49 (2022) - [j287]Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Jin-Fan Hu:
Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering. J. Vis. Commun. Image Represent. 83: 103430 (2022) - [j286]Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Danfeng Hong, Gemine Vivone:
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j285]Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma:
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence. Signal Process. 194: 108425 (2022) - [j284]Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yu-Chun Miao:
Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors. IEEE Signal Process. Lett. 29: 2737-2741 (2022) - [j283]Yu-Wei Zhuo, Tian-Jing Zhang, Jin-Fan Hu, Hong-Xia Dou, Ting-Zhu Huang, Liang-Jian Deng:
A Deep-Shallow Fusion Network With Multidetail Extractor and Spectral Attention for Hyperspectral Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7539-7555 (2022) - [j282]Ping Yang, Ting-Zhu Huang, Jie Huang, Jin-Ju Wang:
Efficient Weighted-Adaptive Sparse Constrained Nonnegative Tensor Factorization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 10113-10130 (2022) - [j281]Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang:
Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery. IEEE Trans. Cybern. 52(12): 13395-13410 (2022) - [j280]Yong Chen, Ting-Zhu Huang, Wei He, Xi-Le Zhao, Hongyan Zhang, Jinshan Zeng:
Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j279]Yong Chen, Wei He, Xi-Le Zhao, Ting-Zhu Huang, Jinshan Zeng, Hui Lin:
Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j278]Yong Chen, Jinshan Zeng, Wei He, Xi-Le Zhao, Ting-Zhu Huang:
Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j277]Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Xi-Le Zhao, José M. Bioucas-Dias:
Adaptive Hyperspectral Mixed Noise Removal. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j276]Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Yong Chen, Qiang Zhang, Qiangqiang Yuan:
Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j275]Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Jin-Fan Hu, Gemine Vivone:
VO+Net: An Adaptive Approach Using Variational Optimization and Deep Learning for Panchromatic Sharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j274]Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Jian-Li Wang, Yu-Bang Zheng:
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j273]Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Zhong-Cheng Wu, Gemine Vivone:
A New Context-Aware Details Injection Fidelity With Adaptive Coefficients Estimation for Variational Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j272]Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Naoto Yokoya:
An Iterative Regularization Method Based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j271]Xi-Le Zhao, Jinghua 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: 984-999 (2022) - [j270]Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Tai-Xiang Jiang, Gemine Vivone, Jocelyn Chanussot:
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7251-7265 (2022) - [c33]Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang:
A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining. IJCAI 2022: 1474-1480 - [c32]Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Deyu Meng:
Tensor Wheel Decomposition and Its Tensor Completion Application. NeurIPS 2022 - [i23]Jin-Ju Wang, Nicolas Dobigeon, Marie Chabert, Ding-Cheng Wang, Jie Huang, Ting-Zhu Huang:
CD-GAN: a robust fusion-based generative adversarial network for unsupervised change detection between heterogeneous images. CoRR abs/2203.00948 (2022) - 2021
- [j269]Jin-Ju Wang, Ting-Zhu Huang, Jie Huang, Liang-Jian Deng:
A two-step iterative algorithm for sparse hyperspectral unmixing via total variation. Appl. Math. Comput. 401: 126059 (2021) - [j268]Lin Guo, Xi-Le Zhao, Xian-Ming Gu, Yong-Liang Zhao, Yu-Bang Zheng, Ting-Zhu Huang:
Three-dimensional fractional total variation regularized tensor optimized model for image deblurring. Appl. Math. Comput. 404: 126224 (2021) - [j267]Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, Tai-Xiang Jiang, Yu-Bang Zheng:
A novel non-convex low-rank tensor approximation model for hyperspectral image restoration. Appl. Math. Comput. 408: 126342 (2021) - [j266]Huan-Yan Jian, Ting-Zhu Huang, Alexander Ostermann, Xian-Ming Gu, Yong-Liang Zhao:
Fast numerical schemes for nonlinear space-fractional multidelay reaction-diffusion equations by implicit integration factor methods. Appl. Math. Comput. 408: 126360 (2021) - [j265]Huan-Yan Jian, Ting-Zhu Huang, Xian-Ming Gu, Xi-Le Zhao, Yong-Liang Zhao:
Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations. Comput. Math. Appl. 94: 136-154 (2021) - [j264]Yaru Fan, Ting-Zhu Huang:
Hyperspectral image restoration via superpixel segmentation of smooth band. Neurocomputing 455: 340-352 (2021) - [j263]Qian-Ying Hu, Chun Wen, Ting-Zhu Huang, Zhao-Li Shen, Xian-Ming Gu:
A variant of the Power-Arnoldi algorithm for computing PageRank. J. Comput. Appl. Math. 381: 113034 (2021) - [j262]Kun Li, Ting-Zhu Huang, Liang Li, Stéphane Lanteri:
Non-Intrusive Reduced-Order Modeling of Parameterized Electromagnetic Scattering Problems using Cubic Spline Interpolation. J. Sci. Comput. 87(2): 52 (2021) - [j261]Huan-Yan Jian, Ting-Zhu Huang, Alexander Ostermann, Xian-Ming Gu, Yong-Liang Zhao:
Fast IIF-WENO Method on Non-uniform Meshes for Nonlinear Space-Fractional Convection-Diffusion-Reaction Equations. J. Sci. Comput. 89(1): 13 (2021) - [j260]Meng Ding, Xiao Fu, Ting-Zhu Huang, Jun Wang, Xi-Le Zhao:
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling. IEEE J. Sel. Top. Signal Process. 15(3): 641-656 (2021) - [j259]Jin-Ju Wang, Ding-Cheng Wang, Ting-Zhu Huang, Jie Huang, Xi-Le Zhao, Liang-Jian Deng:
Endmember independence constrained hyperspectral unmixing via nonnegative tensor factorization. Knowl. Based Syst. 216: 106657 (2021) - [j258]Xin Li, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Yu-Bang Zheng, Liang-Jian Deng:
Adaptive total variation and second-order total variation-based model for low-rank tensor completion. Numer. Algorithms 86(1): 1-24 (2021) - [j257]Shanshan Xu, Ting-Zhu Huang, Jie Lin, Yong Chen:
T-Hy-Demosaicing: Hyperspectral Reconstruction Via Tensor Subspace Representation Under Orthogonal Transformation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4842-4853 (2021) - [j256]Ze-Yu Zeng, Ting-Zhu Huang, Yong Chen, Xi-Le Zhao:
Nonlocal Block-Term Decomposition for Hyperspectral Image Mixed Noise Removal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5406-5420 (2021) - [j255]Jie Huang, Wu-Chao Di, Jin-Ju Wang, Jie Lin, Ting-Zhu Huang:
Bilateral Joint-Sparse Regression for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10147-10161 (2021) - [j254]Jie Huang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng:
Nonlocal Tensor-Based Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59(8): 6854-6868 (2021) - [j253]Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Lina Zhuang:
A Tensor Subspace Representation-Based Method for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 59(9): 7739-7757 (2021) - [j252]Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng:
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform. IEEE Trans. Image Process. 30: 3581-3596 (2021) - [j251]Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Yi Chang, Ting-Zhu Huang:
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3664-3676 (2021) - [c31]Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao, Tai-Xiang Jiang:
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion. AAAI 2021: 11071-11078 - [c30]Meng Ding, Xiao Fu, Ting-Zhu Huang, Xi-Le Zhao:
Constrained Block-Term Tensor Decomposition-Based Hyperspectral Unmixing via Alternating Gradient Projection. EUSIPCO 2021: 1060-1064 - [c29]Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang:
Dynamic Cross Feature Fusion for Remote Sensing Pansharpening. ICCV 2021: 14667-14676 - [c28]Ting Xu, Ting-Zhu Huang, Yong Chen, Jie Huang, Liang-Jian Deng:
A Variational Approach with Nonlocal Self-Similarity and Joint-Sparsity for Hyperspectral Image Super-Resolution. IGARSS 2021: 2444-2447 - [c27]Jin-Ju Wang, Ding-Cheng Wang, Ting-Zhu Huang, Jie Huang:
Endmember Constraint Non-Negative Tensor Factorization Via Total Variation for Hyperspectral Unmixing. IGARSS 2021: 3313-3316 - [c26]Wu-Chao Di, Jie Huang, Jin-Ju Wang, Ting-Zhu Huang:
Enhancing Reweighted Low-Rank Representation for Hyperspectral Image Unmixing. IGARSS 2021: 3825-3828 - [c25]Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin, Jinghua Yang:
Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing. IGARSS 2021: 3833-3836 - [c24]Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Tai-Xiang Jiang:
Hyperspectral Denoising Via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior. IGARSS 2021: 4119-4122 - [c23]Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Meng Ding, Yong Chen, Tai-Xiang Jiang:
A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images. IGARSS 2021: 4656-4659 - [i22]Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng:
Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution. CoRR abs/2109.02079 (2021) - [i21]Yun-Yang Liu, Xi-Le Zhao, Guang-Jing Song, Yu-Bang Zheng, Ting-Zhu Huang:
Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem. CoRR abs/2110.08754 (2021) - [i20]Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiongjun Zhang, Ting-Zhu Huang:
Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion. CoRR abs/2110.08774 (2021) - [i19]Tian-Jing Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone:
A Triple-Double Convolutional Neural Network for Panchromatic Sharpening. CoRR abs/2112.02237 (2021) - 2020
- [j250]Jinghua 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) - [j249]Meng Ding, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Jinghua Yang:
Cauchy noise removal using group-based low-rank prior. Appl. Math. Comput. 372 (2020) - [j248]Yugang Wang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Teng-Yu Ji:
A convex single image dehazing model via sparse dark channel prior. Appl. Math. Comput. 375: 125085 (2020) - [j247]Hong-Xia Dou, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Jun Liu:
Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees. Appl. Math. Comput. 377: 125168 (2020) - [j246]Jiaqing Miao, Xiaobing Zhou, Ting-Zhu Huang:
Local segmentation of images using an improved fuzzy C-means clustering algorithm based on self-adaptive dictionary learning. Appl. Soft Comput. 91: 106200 (2020) - [j245]Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma:
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery. Inf. Sci. 532: 170-189 (2020) - [j244]Jinghua 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: 124-144 (2020) - [j243]Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng:
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm. J. Comput. Appl. Math. 372: 112680 (2020) - [j242]Xian-Ming Gu, Ting-Zhu Huang, Bruno Carpentieri, Akira Imakura, Ke Zhang, Lei Du:
Efficient variants of the CMRH method for solving a sequence of multi-shifted non-Hermitian linear systems simultaneously. J. Comput. Appl. Math. 375: 112788 (2020) - [j241]Huan-Yan Jian, Ting-Zhu Huang, Xian-Ming Gu, Xi-Le Zhao, Yong-Liang Zhao:
Fast implicit integration factor method for nonlinear space Riesz fractional reaction-diffusion equations. J. Comput. Appl. Math. 378: 112935 (2020) - [j240]Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Jie Huang:
Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4381-4398 (2020) - [j239]Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Gemine Vivone, Jiaqing Miao, Jin-Fan Hu, Xi-Le Zhao:
A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6277-6290 (2020) - [j238]Min Wang, Ting-Zhu Huang, Jian Fang, Vince D. Calhoun, Yu-Ping Wang:
Integration of Imaging (epi)Genomics Data for the Study of Schizophrenia Using Group Sparse Joint Nonnegative Matrix Factorization. IEEE ACM Trans. Comput. Biol. Bioinform. 17(5): 1671-1681 (2020) - [j237]Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang:
Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition. IEEE Trans. Cybern. 50(8): 3556-3570 (2020) - [j236]Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Tian-Hui Ma, Teng-Yu Ji:
Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization. IEEE Trans. Geosci. Remote. Sens. 58(1): 734-749 (2020) - [j235]Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang, Xi-Le Zhao:
Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 58(2): 1348-1362 (2020) - [j234]