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Self-Supervised Feature Learning Based on Spectral Masking for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:
Liu, Weiwei
;
Liu, Kai
;
Sun, Weiwei
;
Yang, Gang
;
Ren, Kai
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/15
Hyperspectral image (HSI) classification
self-supervised feature learning
spectral masking
Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 4990-5000
作者:
Sun, Bangyong
;
Zhao, Zhe
;
Liu, Di
;
Gao, Xiaomei
;
Yu, Tao
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/08/16
Anomaly detection
Hyperspectral imaging
Tensors
Detectors
Feature extraction
Training
Neural networks
Anomaly detection
hyperspectral image (HSI)
tensor decomposition network
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 3, 页码: 523-527
作者:
Wang, Wei-Ye
;
Li, Heng-Chao
;
Deng, Yang-Jun
;
Shao, Li-Yang
;
Lu, Xiao-Qiang
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2021/04/08
Capsule network (CapsNet)
convolutional neural network (CNN)
data augmentation
deep learning
generative adversarial network (GAN)
hyperspectral image (HSI) classification
Hyperspectral Image Classification Using a Hybrid 3D-2D Convolutional Neural Networks
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 7570-7588
作者:
Ghaderizadeh, Saeed
;
Abbasi-Moghadam, Dariush
;
Sharifi, Alireza
;
Zhao, Na
;
Tariq, Aqil
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/11/05
Feature extraction
Three-dimensional displays
Convolution
Solid modeling
Hyperspectral imaging
Kernel
Convolutional neural networks
Convolutional neural network (CNN)
deep learning
hyperspectral image (HSI) classification
spectral-spatial features
Background Purification Framework With Extended Morphological Attribute Profile for Hyperspectral Anomaly Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 8113-8124
作者:
Huang, Ju
;
Liu, Kang
;
Xu, Mingliang
;
Perc, Matjaz
;
Li, Xuelong
收藏
  |  
浏览/下载:97/0
  |  
提交时间:2021/09/09
Anomaly detection
background purification
extended attribute profile (EAP)
hyperspectral image (HSI)
sparse representation (SR)
stacked autoencoder (SAE)
Multisource Remote Sensing Data Classification With Graph Fusion Network
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021
作者:
Du, Xingqian
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
;
Doudkin, Alexander A.
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2021/02/08
Classification
deep learning
hyperspectral image (HSI)
light detection and ranging (LiDAR)
remote sensing
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
收藏
  |  
浏览/下载:57/0
  |  
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
Background purification framework with extended morphological attribute profile for hyperspectral anomaly detection
期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 卷号: 14, 页码: 8113-8124
作者:
Huang, Ju
;
Liu, Kang
;
Xu, Mingliang
;
Perc, Matja
;
Li, Xuelong
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/02/07
Anomaly detection
background purification
extended attribute profile (EAP)
hyperspectral image (HSI)
sparse representation (SR)
stacked autoencoder (SAE)
Spectral-Spatial Attention Network for Hyperspectral Image Classification
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3232-3245
作者:
Sun, Hao
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
;
Wu, Siyuan
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2020/05/20
Attention
convolutional neural network (CNN)
hyperspectral image (HSI) classification
spectral–spatial feature extraction
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, XR (Zhang, Xiaorong)
;
Pan, ZB (Pan, Zhibin)
;
Hu, BL (Hu, Bingliang)
;
Zheng, X (Zheng, Xi)
;
Liu, WH (Liu, Weihua)
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2019/03/08
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
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