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科研机构
武汉大学 [293]
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期刊论文 [207]
会议论文 [64]
其他 [22]
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2019 [28]
2018 [45]
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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
A Lightweight and Discriminative Model for Remote Sensing Scene Classification With Multidilation Pooling Module
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 8
作者:
Zhang, Bin
;
Zhang, Yongjun
;
Wang, Shugen
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/05
Attention mechanism
convolutional neural network (CNN)
dilated convolution
remote sensing image
scene classification
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
Hyperspectral Image Classification in the Presence of Noisy Labels
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 2
作者:
Jiang, Junjun
;
Ma, Jiayi
;
Wang, Zheng
;
Chen, Chen
;
Liu, Xianming
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
Hyperspectral image classification
label propagation
noisy label
superpixel segmentation
Spatial-spectral local discriminant projection for dimensionality reduction of hyperspectral image
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 156
作者:
Huang, Hong
;
Duan, Yule
;
He, Haibo
;
Shi, Guangyao
;
Luo, Fulin
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Hyperspectral image classification
Dimensionality reduction
Local weighted reconstruction
Spatial-spectral information
Locally Weighted Discriminant Analysis for Hyperspectral Image Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 2
作者:
Li, Xiaoyan
;
Zhang, Lefei
;
You, Jane
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
hyperspectral image (HSI) classification
linear discriminant analysis (LDA)
dimensionality reduction
spatial-spectral information
A Modeling and Measurement Approach for the Uncertainty of Features Extracted from Remote Sensing Images
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16
作者:
Zhang, Qi
;
Zhang, Penglin
;
Xiao, Yao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
remote sensing images
image analysis
image features
uncertainty
quantitative description
modeling
feature uncertainty
reliability
image classification
Statistics Learning Network Based on the Quadratic Form for SAR Image Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 3
作者:
He, Chu
;
He, Bokun
;
Liu, Xinlong
;
Kang, Chenyao
;
Liao, Mingsheng
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
Synthetic Aperture Radar (SAR)
statistical model
quadratic primitive
statistics learning
image interpretation
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