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科研机构
武汉大学 [538]
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期刊论文 [393]
会议论文 [122]
其他 [23]
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2019 [60]
2018 [64]
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专题:武汉大学
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Domain Transfer Learning for Hyperspectral Image Super-Resolution
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 6
作者:
Li, Xiaoyan
;
Zhang, Lefei
;
You, Jane
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/05
Hyperspectral Image (HSI) super-resolution
domain transfer learning
convolutional super-resolution network
image fusion
Spectral-Spatial Attention Networks for Hyperspectral Image Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 8
作者:
Mei, Xiaoguang
;
Pan, Erting
;
Ma, Yong
;
Dai, Xiaobing
;
Huang, Jun
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/05
hyperspectal image classification
attention mechanism
RNN
CNN
Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 6
作者:
Xu, Yonghao
;
Du, Bo
;
Zhang, Liangpei
;
Cerra, Daniele
;
Pato, Miguel
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2019/12/05
Convolutional neural networks (CNN)
deep learning
hyperspectral (HS) imaging (HSI)
image analysis and data fusion
multimodal
multiresolution
multisource
multispectral light detection and ranging (LiDAR)
A Novel Hyperspectral Image Classification Pattern Using Random Patches Convolution and Local Covariance
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16
作者:
Sun, Yangjie
;
Fu, Zhongliang
;
Fan, Liang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
random patches convolution
local covariance
feature extraction
hyperspectral image classification
Estimation of Arsenic Content in Soil Based on Laboratory and Field Reflectance Spectroscopy
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 18
作者:
Wei, Lifei
;
Yuan, Ziran
;
Yu, Ming
;
Huang, Can
;
Cao, Liqin
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2019/12/05
soil arsenic content
hyperspectral remote sensing
characteristic bands
iteratively retaining informative variables
random forest regression
eXtreme gradient boosting regression
ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 2
作者:
Cheng, Qian
;
Du, Bo
;
Zhang, Liangpei
;
Liu, Rong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/05
Endmember extraction
genetic algorithm
hyperspectral remote sensing (HSIs)
multiobjective optimization
Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 卷号: 16, 期号: 7
作者:
Zhu, Dehui
;
Du, Bo
;
Zhang, Liangpei
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/05
Binary-class collaborative representation
hyperspectral imagery
target detection
Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 3
作者:
Huang, Shaoguang
;
Zhang, Hongyan
;
Pizurica, Aleksandra
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
Hyperspectral image (HSI)
joint sparsity
semisupervised clustering
sparse subspace clustering (SSC)
Endmember Extraction From Highly Mixed Data Using Linear Mixture Model Constrained Particle Swarm Optimization
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 8
作者:
Xu, Mingming
;
Du, Bo
;
Fan, Yanguo
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
Endmember extraction
highly mixed data
hyperspectral image
linear mixture model (LMM)
minimum volume simplex
particle swarm optimization (PSO)
On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 6
作者:
Li, Xue
;
Zhang, Liangpei
;
Du, Bo
;
Zhang, Lefei
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/12/05
Canonical correlation analysis (CCA)
classification
domain adaptation
hyperspectral data
latent sparse representation
remote sensing
transfer learning
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