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PAPS: Progressive Attention-Based Pan-sharpening 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 391-404
作者:  Yanan Jia;  Qiming Hu;  Renwei Dian;  Jiayi Ma;  Xiaojie Guo
Adobe PDF(10173Kb)  |  收藏  |  浏览/下载：80/19  |  提交时间：2024/01/23
High-resolution multispectral image  image fusion  pan-sharpening  progressive enhancement  
Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1668-1691
作者:  Xinya Wang;  Qian Hu;  Yingsong Cheng;  Jiayi Ma
Adobe PDF(22541Kb)  |  收藏  |  浏览/下载：113/22  |  提交时间：2023/07/20
Deep learning  hyperspectral image  image fusion  image super-resolution  survey  
Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406
作者:  Fanghui Bi;  Xin Luo;  Bo Shen;  Hongli Dong;  Zidong Wang
Adobe PDF(2741Kb)  |  收藏  |  浏览/下载：166/61  |  提交时间：2023/05/29
Data science  high-dimensional and incomplete data  knowledge acquisition  industrial application  nonnegative latent factor analysis (NLFA)  proximal alternating direction method of multipliers  representation learning  
Efficient MSPSO Sampling for Object Detection and 6-D Pose Estimation in 3-D Scenes 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 10, 页码: 10281-10291
作者:  Xing, Xuejun;  Guo, Jianwei;  Nan, Liangliang;  Gu, Qingyi;  Zhang, Xiaopeng;  Yan, Dong-Ming
Adobe PDF(4863Kb)  |  收藏  |  浏览/下载：298/10  |  提交时间：2022/06/10
Pose estimation  Three-dimensional displays  Robustness  Robot kinematics  Image segmentation  Deep learning  Clustering algorithms  3-D point cloud  6-D pose estimation  multisubpopulation particle swarm optimization (MSPSO)  point pair features (PPF)  
Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
作者:  Chengcai Leng;  Hai Zhang;  Guorong Cai;  Zhen Chen;  Anup Basu
Adobe PDF(1933Kb)  |  收藏  |  浏览/下载：286/94  |  提交时间：2021/04/09
Data clustering  dimension reduction  image registration  non-negative matrix factorization (NMF)  total variation (TV)  
Sparse Reconstruction of Fluorescence Molecular Tomography Using Variable Splitting and Alternating Direction Scheme 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2018, 卷号: 20, 期号: 1, 页码: 37-46
作者:  Ye, Jinzuo;  Du, Yang;  An, Yu;  Mao, Yamin;  Jiang, Shixin;  Shang, Wenting;  He, Kunshan;  Yang, Xin;  Wang, Kun;  Chi, Chongwei;  Tian, Jie
浏览  |  Adobe PDF(4197Kb)  |  收藏  |  浏览/下载：412/109  |  提交时间：2018/01/02
Fluorescence Molecular Tomography  Reconstruction  Variable Splitting  Alternating Direction Scheme  In Vivo imagIng  
Robust Hyperspectral Unmixing With Correntropy-Based Metric 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4027-4040
作者:  Wang, Ying;  Pan, Chunhong;  Xiang, Shiming;  Zhu, Feiyun
浏览  |  Adobe PDF(4371Kb)  |  收藏  |  浏览/下载：420/85  |  提交时间：2015/09/23
Hyperspectral Unmixing  Linear Mixture Model  Non-negative Matrix Factorization  Robust Estimation  Correntropy Based Metric  
Structured Sparse Method for Hyperspectral Unmixing 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2014, 卷号: 88, 页码: 101-118
作者:  Zhu, Feiyun;  Wang, Ying;  Xiang, Shiming;  Fan, Bin;  Pan, Chunhong
浏览  |  Adobe PDF(10734Kb)  |  收藏  |  浏览/下载：380/74  |  提交时间：2015/08/12
Hyperspectral Unmixing (Hu)  Hyperspectral Image Analysis  Structured Sparse Nmf (ss-Nmf)  Mixed Pixel  Nonnegative Matrix Factorization (Nmf)  
Spectral Unmixing via Data-Guided Sparsity 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 12, 页码: 5412-5427
作者:  Zhu, Feiyun;  Wang, Ying;  Fan, Bin;  Xiang, Shiming;  Meng, Gaofeng;  Pan, Chunhong
浏览  |  Adobe PDF(6232Kb)  |  收藏  |  浏览/下载：407/114  |  提交时间：2015/08/12
Data-guided Sparse (Dgs)  Data-guided Map (dgMap)  Nonnegative Matrix Factorization (Nmf)  Dgs-nmf  Mixed Pixel  Hyperspectral Unmixing (Hu)