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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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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)
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浏览/下载:63/1
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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
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:121/0
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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:216/0
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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)
A Supervised Segmentation Network for Hyperspectral Image Classification
期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 2810-2825
作者:
Sun, Hao
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
Adobe PDF(4384Kb)
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浏览/下载:204/1
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提交时间:2021/03/24
Hyperspectral imaging
Feature extraction
Training
Task analysis
Imaging
Image segmentation
Testing
Hyperspectral image (HSI) classification
fully convolutional segmentation network (FCSN)
generalization
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:
Mou, Lichao
;
Lu, Xiaoqiang
;
Li, Xuelong
;
Zhu, Xiao Xiang
Adobe PDF(10395Kb)
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浏览/下载:230/0
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提交时间:2020/12/21
Hyperspectral imaging
Convolution
Task analysis
Recurrent neural networks
Semisupervised learning
Support vector machines
Graph convolutional network (GCN)
hyperspectral image classification
nonlocal graph
semisupervised learning
Hyperspectral imaging and analysis for sketch painting
期刊论文
Optik, 2020, 卷号: 212
作者:
Wu, Yinhua
;
Wang, Pengchong
;
Wang, Shuang
;
Liu, Jun
;
Gao, Ming
;
Wei, Ruyi
;
Gao, Xiaohui
Adobe PDF(1976Kb)
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浏览/下载:190/4
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提交时间:2020/05/14
Sketch painting
Scientific analysis
Hyperspectral imaging
Spectral characteristic
Painting style
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)
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浏览/下载:183/0
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提交时间:2019/04/29
dimensionality reduction
tensor processing
hyperspectral image
parallel factor analysis
independent component analysis
Feasibility of hyperspectral analysis for discrimination of rabbit liver VX2 tumor
期刊论文
WORLD JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2019, 卷号: 11, 期号: 1, 页码: 1–8
作者:
Duan, Feng
;
Yuan, Jing
;
Liu, Xuan
;
Cui, Li
;
Bai, Yan-Hua
;
Li, Xiao-Hui
;
Xu, Huang-Rong
;
Liu, Chen-Yang
;
Yu, Wei-Xing
Adobe PDF(4482Kb)
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浏览/下载:174/0
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提交时间:2019/03/20
Hyperspectral analysis
VX2 tumor
Liver cancer
Diagnosis
Animal experiment
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)
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浏览/下载:202/5
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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
Locality Adaptive Discriminant Analysis for Spectral-Spatial Classification of Hyperspectral Images
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 11, 页码: 2077-2081
作者:
Wang, Qi
;
Meng, Zhaotie
;
Li, Xuelong
Adobe PDF(533Kb)
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浏览/下载:196/0
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提交时间:2017/12/26
Classification
Hyperspectral Images (Hsis)
Locality Adaptive Discriminant Analysis (Lada)
Spectral-spatial