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Compressed Spectrum Reconstruction Method Based on Coding Feature Vector Enhancement 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2024, 卷号: 62, 页码: 1-16
作者:  Cao, Chipeng;  Li, Jie;  Wang, Pan;  Qi, Chun
Adobe PDF(5920Kb)  |  收藏  |  浏览/下载：29/0  |  提交时间：2024/02/07
Compressed spectral imaging  encoding feature reconstruction  prior spectral data  vector enhancement  
Rapid Determination of Positive-Negative Bacterial Infection Based on Micro-Hyperspectral Technology 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 2
作者:  Du, Jian;  Tao, Chenglong;  Qi, Meijie;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(11828Kb)  |  收藏  |  浏览/下载：66/1  |  提交时间：2024/03/04
micro-hyperspectral technology  bacterial infection  positive-negative determination  spectral feature  directly smeared urine sample  deep learning  
Multi-Prior Graph Autoencoder with Ranking-Based Band Selection for Hyperspectral Anomaly Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 18
作者:  Wang, Nan;  Shi, Yuetian;  Li, Haiwei;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(4511Kb)  |  收藏  |  浏览/下载：64/0  |  提交时间：2023/10/27
hyperspectral anomaly detection  deep learning  band selection  autoencoder  
Prior-based collaborative representation with global adaptive weight for hyperspectral anomaly detection 期刊论文
Journal of Applied Remote Sensing, 2023, 卷号: 17, 期号: 3
作者:  Wang, Nan;  Shi, Yuetian;  Cheng, Yinzhu;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(3120Kb)  |  收藏  |  浏览/下载：72/0  |  提交时间：2023/10/30
anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
Anomaly Detection of Remote Sensing Images Based on the Channel Attention Mechanism and LRX 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 12
作者:  Guo, Huinan;  Wang, Hua;  Song, Xiaodong;  Ruan, Zhongling
Adobe PDF(5203Kb)  |  收藏  |  浏览/下载：73/1  |  提交时间：2023/07/13
remote sensing images  hyperspectral  anomaly detection  auto-encoder  channel attention mechanism  
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：48/0  |  提交时间：2023/07/17
hyperspectral imaging  spectral-spatial transfer feature  deep learning  tumor tissue  joint diagnosis  
Deep learning methods for medical image fusion: A review 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 卷号: 160
作者:  Zhou, Tao;  Cheng, QianRu;  Lu, HuiLing;  Li, Qi;  Zhang, XiangXiang;  Qiu, Shi
Adobe PDF(4857Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2023/06/12
Deep learning  Medical image fusion  Convolutional neural network  Generative adversarial network  Encoder -decoder network  
Spectral-Spatial Attention Rotation-Invariant Classification Network for Airborne Hyperspectral Images 期刊论文
DRONES, 2023, 卷号: 7, 期号: 4
作者:  Shi, Yuetian;  Fu, Bin;  Wang, Nan;  Cheng, Yinzhu;  Fang, Jie;  Liu, Xuebin;  Zhang, Geng
Adobe PDF(20465Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2023/05/29
airborne hyperspectral image  hyperspectral image classification  rotation-invariant  local spatial feature enhancement  convolutional neural network  attention mechanism  lightweight feature enhancement  
Joint Texture Search and Histogram Redistribution for Hyperspectral Image Quality Improvement 期刊论文
SENSORS, 2023, 卷号: 23, 期号: 5
作者:  Hu, Bingliang;  Chen, Junyu;  Wang, Yihao;  Li, Haiwei;  Zhang, Geng
Adobe PDF(8360Kb)  |  收藏  |  浏览/下载：71/0  |  提交时间：2023/04/04
4D block aggregation  BM4D  histogram redistribution  hyperspectral quality enhancement  
Spectral Token Guidance Transformer for Multisource Images Change Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 2559-2572
作者:  Sun, Bangyong;  Liu, Qinsen;  Yuan, Nianzeng;  Tan, Jiahai;  Gao, Xiaomei;  Yu, Tao
Adobe PDF(9073Kb)  |  收藏  |  浏览/下载：81/1  |  提交时间：2023/05/05
Transformers  Feature extraction  Task analysis  Adaptive systems  Adaptation models  Optics  Sun  Change detection (CD)  heterogeneous images  hyperspectral images  multispectral images  transformer