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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  
Fusion of sparse non-co-located measurements from multiple sources for geotechnical site investigation Journal article
Guan, Zheng, Wang, Yu, Phoon, Kok Kwang. Fusion of sparse non-co-located measurements from multiple sources for geotechnical site investigation[J]. Canadian Geotechnical Journal, 2024, 61(8), 1574-1592.
Authors:  Guan, Zheng;  Wang, Yu;  Phoon, Kok Kwang
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:3.0/3.9 | Submit date：2024/09/03
Compressive Sampling  Data Fusion  Geotechnical Site Characterization  Joint Representation  Sparse Data  
Data-driven simulation of two-dimensional cross-correlated random fields from limited measurements using joint sparse representation Journal article
Guan,Zheng, Wang,Yu. Data-driven simulation of two-dimensional cross-correlated random fields from limited measurements using joint sparse representation[J]. Reliability Engineering and System Safety, 2023, 238, 109408.
Authors:  Guan,Zheng;  Wang,Yu
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:9.4/8.1 | Submit date：2023/08/03
Compressive Sampling  Cross-correlation  Joint Representation  Random Fields  Sparse Measurements  
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  
Efficient three-dimensional soil liquefaction potential and reconsolidation settlement assessment from limited CPTs considering spatial variability Journal article
Guan, Zheng, Wang, Yu, Stuedlein, Armin W.. Efficient three-dimensional soil liquefaction potential and reconsolidation settlement assessment from limited CPTs considering spatial variability[J]. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING, 2022, 163, 107518.
Authors:  Guan, Zheng;  Wang, Yu;  Stuedlein, Armin W.
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:4.2/4.5 | Submit date：2023/01/30
Liquefaction  Compressive Sampling  Differential Settlement  Spatial Variability  3d Model  Cone Penetration Test  
Structure-Regularized Compressive Tracking With Online Data-Driven Sampling Journal article
Guo, Qing, Feng, Wei, Zhou, Ce, Pun, Chi-Man, Wu, Bin. Structure-Regularized Compressive Tracking With Online Data-Driven Sampling[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 26(12), 5692-5705.
Authors:  Guo, Qing;  Feng, Wei;  Zhou, Ce;  Pun, Chi-Man;  Wu, Bin
Favorite | TC[WOS]:17 TC[Scopus]:35  IF:10.8/12.1 | Submit date：2018/10/30
Object Tracking  Structural Regularization  Superpixel-guided Compressive Projection  Fast Directional Integration  Online Data-driven Sampling  
Structure-Regularized Compressive Tracking with Online Data-Driven Sampling Journal article
Guo Q., Feng W., Zhou C., Pun C.-M., Wu B.. Structure-Regularized Compressive Tracking with Online Data-Driven Sampling[J]. IEEE Transactions on Image Processing, 2017, 26(12), 5692-5705.
Authors:  Guo Q.;  Feng W.;  Zhou C.;  Pun C.-M.;  Wu B.
Favorite | TC[WOS]:17 TC[Scopus]:35 | Submit date：2019/02/14
Fast Directional Integration  Object Tracking  Online Data-driven Sampling  Structural Regularization  Superpixel-guided Compressive Projection  
Bi-level protected compressive sampling Journal article
Leo Yu Zhang, Kwok-Wo Wong, Yushu Zhang, Jiantao Zhou. Bi-level protected compressive sampling[J]. IEEE Transactions on Multimedia, 2016, 18(9), 1720-1732.
Authors:  Leo Yu Zhang;  Kwok-Wo Wong;  Yushu Zhang;  Jiantao Zhou
Adobe PDF | Favorite | TC[WOS]:73 TC[Scopus]:76  IF:8.4/8.0 | Submit date：2018/12/22
Compressive Sampling (Cs)  Encryption  Known/chosen-plaintext Attack  Random Projection  Restricted Isometry Property (Rip)  
Compressive Sampling-Based Image Coding for Resource-Deficient Visual Communication Journal article
Xianming Liu, Deming Zhai, Jiantao Zhou, Xinfeng Zhang, Debin Zhao, Wen Gao. Compressive Sampling-Based Image Coding for Resource-Deficient Visual Communication[J]. IEEE Transactions on Image Processing, 2016, 25(6), 2844-2855.
Authors:  Xianming Liu;  Deming Zhai;  Jiantao Zhou;  Xinfeng Zhang;  Debin Zhao; et al.
Adobe PDF | Favorite | TC[WOS]:35 TC[Scopus]:40  IF:10.8/12.1 | Submit date：2018/12/22
Compressive Sensing  Local Random Sampling  Low Bit-rates Image Coding  Multiple Description Coding