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中国科学院西安光学精密机械研究所机构知识库
Xi'an Institute of Optics and Precision Mechanics,CAS
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出处:IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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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)
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浏览/下载:147/0
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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)
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浏览/下载:331/0
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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)
SpectralSpatial Joint Sparse NMF for Hyperspectral Unmixing
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:
Dong, Le
;
Yuan, Yuan
;
Lu, Xiaoqiang
Adobe PDF(2358Kb)
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浏览/下载:302/0
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提交时间:2021/04/19
Global spatial structure group
local spectral group
nonnegative matrix factorization (NMF)
sparse expression
Attribute-Cooperated Convolutional Neural Network for Remote Sensing Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8358-8371
作者:
Zhang, Yuanlin
;
Zheng, Xiangtao
;
Yuan, Yuan
;
Lu, Xiaoqiang
Adobe PDF(5153Kb)
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浏览/下载:187/0
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提交时间:2020/12/21
Feature extraction
Task analysis
Convolutional neural networks
Remote sensing
Visualization
Semantics
Manuals
Attribute learning
convolutional neural networks (CNNs)
relationship learning
remote sensing image (RSI) classification
Gated and Axis-Concentrated Localization Network for Remote Sensing Object Detection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 1, 页码: 179-192
作者:
Lu, Xiaoqiang
;
Zhang, Yuanlin
;
Yuan, Yuan
;
Feng, Yachuang
Adobe PDF(6944Kb)
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浏览/下载:262/1
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提交时间:2020/04/14
Object detection
Feature extraction
Remote sensing
Deep learning
Detectors
Logic gates
Semantics
Deep learning
gated axis-concentrated localization network (GACL Net)
localization
remote sensing
small object detection
Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 8, 页码: 5535-5548
作者:
Zhang, Yuanlin
;
Yuan, Yuan
;
Feng, Yachuang
;
Lu, Xiaoqiang
Adobe PDF(11192Kb)
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浏览/下载:374/3
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提交时间:2019/08/13
Convolutional neural networks (CNNs)
hierarchical robust CNN (HRCNN)
hierarchical spatial semantic (HSS)
object detection
remote sensing images (RSIs)
rotation and scaling robust enhancement (RSRE)
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)
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浏览/下载:253/0
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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)
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浏览/下载:453/0
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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
A Hybrid Sparsity and Distance-Based Discrimination Detector for Hyperspectral Images
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 3, 页码: 1704-1717
作者:
Lu, Xiaoqiang
;
Zhang, Wuxia
;
Li, Xuelong
;
Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(3304Kb)
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浏览/下载:266/1
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提交时间:2018/03/30
Distance-based Discrimination
Hyperspactral Imagery
Sparse Representation
Target Detection
Remote Sensing Scene Classification by Unsupervised Representation Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5148-5157
作者:
Lu, Xiaoqiang
;
Zheng, Xiangtao
;
Yuan, Yuan
;
Lu, XQ
Adobe PDF(2613Kb)
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浏览/下载:345/1
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提交时间:2017/09/20
Adaptive Deconvolution Network
Remote Sensing Scene Classification
Unsupervised Representation Learning