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Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service Journal article
Zhang, Kuiyuan, Hua, Zhongyun, Li, Yuanman, Zhang, Yushu, Zhou, Yicong. Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service[J]. IEEE Transactions on Services Computing, 2024, 17(5), 2974-2988.
Authors:  Zhang, Kuiyuan;  Hua, Zhongyun;  Li, Yuanman;  Zhang, Yushu;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.9 | Submit date：2024/02/22
Compressive Sensing Service  Compressive Sampling  Image Reconstruction  Adaptive Sampling  Deep Learning  
Non-parametric generation of multivariate cross-correlated random fields directly from sparse measurements using Bayesian compressive sensing and Markov chain Monte Carlo simulation Journal article
Li, Peiping, Wang, Yu, Guan, Zheng. Non-parametric generation of multivariate cross-correlated random fields directly from sparse measurements using Bayesian compressive sensing and Markov chain Monte Carlo simulation[J]. Stochastic Environmental Research and Risk Assessment, 2023, 37(12), 4607-4628.
Authors:  Li, Peiping;  Wang, Yu;  Guan, Zheng
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:3.9/3.6 | Submit date：2024/01/02
Bayesian Compressive Sensing  Cross-correlated Random Field Samples  Non-parametric Method  Reliability Analysis  Sparse Measurements  
Quantifying reliability of liquefaction severity map developed from sparse cone penetration tests Journal article
Guan, Zheng, Wang, Yu. Quantifying reliability of liquefaction severity map developed from sparse cone penetration tests[J]. Canadian Geotechnical Journal, 2023, 60(5), 623-641.
Authors:  Guan, Zheng;  Wang, Yu
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:3.0/3.9 | Submit date：2023/06/05
Compressive Sensing  Cone Penetration Test  Liquefaction Potential Index  Liquefaction Severity Map  
Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction Journal article
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Xudong Jiang, Ce Zhu. Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction[J]. IEEE Transactions on Cybernetics, 2023, 54(5), 3338 - 3351.
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiachao Zhang;  Jiantao Zhou; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:9.4/10.3 | Submit date：2023/03/21
Alternating Direction Method Of Multiplier (Admm)  Alternating Minimization  Compressive Sensing (Cs)  Deep Image (Di) Prior  Hybrid Plug-and-play (H-pnp)  Low-rank  Multispectral Imagery (Msi) Reconstruction  Nonlocal Self-similarity (Nss)  
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing Journal article
Zhang, Kuiyuan, Hua, Zhongyun, Li, Yuanman, Chen, Yongyong, Zhou, Yicong. AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25, 5676-5689.
Authors:  Zhang, Kuiyuan;  Hua, Zhongyun;  Li, Yuanman;  Chen, Yongyong;  Zhou, Yicong
Favorite | TC[WOS]:11 TC[Scopus]:9  IF:8.4/8.0 | Submit date：2023/01/30
Compressed Sensing  Convolutional Neural Networks  Discrete Wavelet Transform  Block Compressive Sampling  
Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds Journal article
Yushu Zhang, Jiantao Zhou, Yong Xiang, Leo Yu Zhang, Fei Chen, Shaoning Pang, Xiaofeng Liao. Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds[J]. IEEE Transactions on Big Data, 2021, 7(4), 717-728.
Authors:  Yushu Zhang;  Jiantao Zhou;  Yong Xiang;  Leo Yu Zhang;  Fei Chen; et al.
Adobe PDF | Favorite | TC[WOS]:10 TC[Scopus]:7  IF:7.5/5.8 | Submit date：2019/04/16
Parallel Compressive Sensing  Sparse Robustness Decoding Service  Packet-loss  Cloud Computing  
Visually secure image encryption using adaptive-thresholding sparsification and parallel compressive sensing Journal article
Hua, Zhongyun, Zhang, Kuiyuan, Li, Yuanman, Zhou, Yicong. Visually secure image encryption using adaptive-thresholding sparsification and parallel compressive sensing[J]. Signal Processing, 2021, 183, 107998.
Authors:  Hua, Zhongyun;  Zhang, Kuiyuan;  Li, Yuanman;  Zhou, Yicong
Favorite | TC[WOS]:118 TC[Scopus]:130  IF:3.4/3.8 | Submit date：2021/12/08
Image Compression  Image Security  Parallel Compressive Sensing  Separable Wavelet Transform  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
Wang,Kafeng, Xiong,Haoyi, Bian,Jiang, Zhu,Zhanxing, Gao,Qian, Guo,Zhishan, Xu,Cheng Zhong, Huan,Jun, Dou,Dejing. Sampling sparse representations with randomized measurement langevin dynamics[J]. ACM Transactions on Knowledge Discovery from Data, 2021, 15(2).
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.0/3.9 | Submit date：2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Journal article
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu. A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization[J]. IEEE Transactions on Image Processing, 2020, 29, 5094-5109.
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang; et al.
Adobe PDF | Favorite | TC[WOS]:86 TC[Scopus]:90  IF:10.8/12.1 | Submit date：2021/03/11
Sparse Coding  Gsc  Rank Minimization  Adaptive Dictionary  Weighted ℓp-norm Minimization  Image Restoration  Compressive Sensing  Nuclear Norm  
A block compressive sensing based scalable encryption framework for protecting significant image regions Journal article
Yushu Zhang, Jiantao Zhou, Fei Chen, Leo Yu Zhang, Di Xiao, Bin Chen, Xiaofeng Liao. A block compressive sensing based scalable encryption framework for protecting significant image regions[J]. International Journal of Bifurcation and Chaos, 2016, 26(11).
Authors:  Yushu Zhang;  Jiantao Zhou;  Fei Chen;  Leo Yu Zhang;  Di Xiao; et al.
Favorite | TC[WOS]:22 TC[Scopus]:28  IF:1.9/2.0 | Submit date：2018/12/22
Block Compressive Sensing  Insignificant Block Encryption  Scalable Encryption Framework  Significant Block Encryption