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Open-category classification of hyperspectral images based on convolutional neural networks 会议论文
Proceedings of the 3rd International Conference on Computer Science and Application Engineering, CSAE 2019, Sanya, China, 2019-10-22
作者:  Huang, Tingting;  Wang, Shuang;  Zhang, Geng;  Wang, Xueji;  Liu, Song
Adobe PDF(696Kb)  |  收藏  |  浏览/下载：224/1  |  提交时间：2019/11/27
hyperspectral image  open-category classification  spectral-spatial information  convolutional network  
Dimensionality reduction based on parallel factor analysis model and independent component analysis method 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2019, 卷号: 13, 期号: 1
作者:  Yan, Ronghua;  Peng, Jinye;  Ma, Dongmei
Adobe PDF(4758Kb)  |  收藏  |  浏览/下载：177/0  |  提交时间：2019/04/29
dimensionality reduction  tensor processing  hyperspectral image  parallel factor analysis  independent component analysis  
Fast Spectral Clustering for Unsupervised Hyperspectral Image Classification 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 4
作者:  Zhao, Yang;  Yuan, Yuan;  Wang, Qi
Adobe PDF(1093Kb)  |  收藏  |  浏览/下载：289/0  |  提交时间：2019/04/12
spectral clustering  hyperspectral image classification  remote sensing  manifold learning  unsupervised learning  
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 2, 页码: 911-923
作者:  Wang, Qi;  He, Xiang;  Li, Xuelong
Adobe PDF(2021Kb)  |  收藏  |  浏览/下载：212/0  |  提交时间：2019/03/14
Block-diagonal structure  hyperspectral image (HSI) classification  low-rank representation (LRR)  
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 1, 页码: 3-13
作者:  Wang, Qi;  Yuan, Zhenghang;  Du, Qian;  Li, Xuelong
Adobe PDF(3597Kb)  |  收藏  |  浏览/下载：418/0  |  提交时间：2019/03/14
2-D convolutional neural network (CNN)  change detection (CD)  deep learning  hyperspectral image (HSI)  mixed-affinity matrix  spectral unmixing  
Spectral Tensor Synthesis Analysis for Hyperspectral Image Spectral-Spatial Feature Extraction 期刊论文
JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2019, 卷号: 47, 期号: 1, 页码: 91-100
作者:  Yan, Ronghua;  Peng, Jinye;  Ma, Dongmei;  Wen, Desheng
Adobe PDF(2885Kb)  |  收藏  |  浏览/下载：181/0  |  提交时间：2019/03/14
Feature extraction  Tensor processing  Hyperspectral image  Spectral tensor  
Target detection of hyperspectral image based on spectral saliency 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 2, 页码: 316-322
作者:  Zhang, Xiaorong;  Pan, Zhibin;  Hu, Bingliang;  Zheng, Xi;  Liu, Weihua
Adobe PDF(3248Kb)  |  收藏  |  浏览/下载：227/3  |  提交时间：2019/03/14
hyperspectral imaging  object detection  remote sensing  geophysical image processing  hyperspectral image  remote sensing  unsupervised target detection  spectral saliency target detection  HSI set  spectral matching algorithm  SSD algorithm  
Endmember extraction from hyperspectral imagery based on QR factorisation using givens rotations 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 2, 页码: 332-343
作者:  Gan, Yuquan;  Hu, Bingliang;  Liu, Weihua;  Wang, Shuang;  Zhang, Geng;  Feng, Xiangpeng;  Wen, Desheng
Adobe PDF(2947Kb)  |  收藏  |  浏览/下载：201/5  |  提交时间：2019/03/14
geophysical image processing  feature extraction  hyperspectral imaging  spectral analysis  hyperspectral imagery  QR factorisation  givens rotations  spectral unmixing  material spectral signatures  hyperspectral endmember extraction algorithm  popular endmember extraction methods  EEGR  vertex component analysis  VCA  maximum volume by householder transformation  MVHT  hardware features