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Hyperspectral Image Reconstruction of SD-CASSI Based on Nonlocal Low-Rank Tensor Prior 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2024, 卷号: 62, 页码: 1-15
作者:  Yin, Xiaorui;  Su, Lijuan;  Chen, Xin;  Liu, Hejian;  Yan, Qiangqiang;  Yuan, Yan
Adobe PDF(3008Kb)  |  收藏  |  浏览/下载：20/0  |  提交时间：2024/09/02
Hyperspectral images (HSIs)  nonlocal low-rank tensor (NLRT)  single disperser coded aperture snapshot spectral imaging (SD-CASSI)  two-step projection model  
Joint Diagnostic Method of Tumor Tissue Based on Hyperspectral Spectral-Spatial Transfer Features 期刊论文
DIAGNOSTICS, 2023, 卷号: 13, 期号: 12
作者:  Du, Jian;  Tao, Chenglong;  Xue, Shuang;  Zhang, Zhoufeng
Adobe PDF(83446Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2023/07/17
hyperspectral imaging  spectral-spatial transfer feature  deep learning  tumor tissue  joint diagnosis  
Push-broom compressive hyperspectral imaging method based on self-fusion refinement 期刊论文
OPTICS COMMUNICATIONS, 2023, 卷号: 530
作者:  Zhu, Mengjun;  Yi, Wenjun;  Du, Junyi;  Zhu, Shuyue;  Qi, Junli;  Fu, Meicheng;  Li, Libo;  Li, Xiujian
Adobe PDF(4641Kb)  |  收藏  |  浏览/下载：125/0  |  提交时间：2023/02/13
Push-broom compressive hyperspectral  imaging  Self-fusion refinement  Modified joint bilateral filtering  
Research on key technologies of hyperspectral imaging system for spaceborne water environment remote sensing monitoring 会议论文
AOPC 2022: Optical Spectroscopy and Imaging, Virtual, Online, China, 2022-12-18
作者:  Song, Shuyao;  Liu, Xiao;  Wang, Xueji;  Liu, Yuyang;  Liu, Hong;  Liu, Jiacheng;  Yu, Tao
Adobe PDF(719Kb)  |  收藏  |  浏览/下载：136/0  |  提交时间：2023/03/13
remote sensing monitoring  hyperspectral imaging  Cassegrain  
A painting authentication method based on multi-scale spatial-spectral feature fusion and convolutional neural network 会议论文
2023 3rd International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology, CEI 2023, Hybrid, Wuhan, China, 2023-12-15
作者:  Ren, Zeyue;  Wang, Huawei;  Kong, Fanzi;  Liu, Qing;  Yang, Yongqing
Adobe PDF(9884Kb)  |  收藏  |  浏览/下载：12/0  |  提交时间：2024/09/12
Painting authentication  Hyperspectral imaging  Multi-scale fusion  Efficientnet v2  
Staging of Skin Cancer Based on Hyperspectral Microscopic Imaging and Machine Learning 期刊论文
BIOSENSORS-BASEL, 2022, 卷号: 12, 期号: 10
作者:  Liu, Lixin;  Qi, Meijie;  Li, Yanru;  Liu, Yujie;  Liu, Xing;  Zhang, Zhoufeng;  Qu, Junle
Adobe PDF(2884Kb)  |  收藏  |  浏览/下载：139/0  |  提交时间：2022/11/11
hyperspectral microscopic imaging technology  machine learning  skin cancer  cancer classification  staging identification  
A Deep-Learning Based System for Rapid Genus Identification of Pathogens under Hyperspectral Microscopic Images 期刊论文
CELLS, 2022, 卷号: 11, 期号: 14
作者:  Tao, Chenglong;  Du, Jian;  Tang, Yingxin;  Wang, Junjie;  Dong, Ke;  Yang, Ming;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(2076Kb)  |  收藏  |  浏览/下载：138/1  |  提交时间：2022/08/31
infectious pathogens  hyperspectral microscopy  bacteria identification  artificial intelligence  imaging  genus  spectral characteristics  
Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 4990-5000
作者:  Sun, Bangyong;  Zhao, Zhe;  Liu, Di;  Gao, Xiaomei;  Yu, Tao
Adobe PDF(5267Kb)  |  收藏  |  浏览/下载：165/0  |  提交时间：2022/08/16
Anomaly detection  Hyperspectral imaging  Tensors  Detectors  Feature extraction  Training  Neural networks  Anomaly detection  hyperspectral image (HSI)  tensor decomposition network  
A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Dong, Le;  Lu, Xiaoqiang;  Liu, Ganchao;  Yuan, Yuan
Adobe PDF(9737Kb)  |  收藏  |  浏览/下载：157/0  |  提交时间：2022/01/18
Image reconstruction  Hyperspectral imaging  Noise measurement  Gaussian noise  Interference  Stability analysis  Sensors  Hyperspectral unmixing (HU)  image reconstruction  nonnegative matrix factorization (NMF)  spatial-spectral information  
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Yuan, Yuan;  Dong, Le;  Li, Xuelong
Adobe PDF(5662Kb)  |  收藏  |  浏览/下载：345/0  |  提交时间：2022/01/18
Tensors  TV  Hyperspectral imaging  Data models  Task analysis  Optimization  Data mining  Hyperspectral unmixing  low tensor rank  nonlocal similarity  nonnegative tensor factorization (NTF)