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CAS IR Grid
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期刊论文 [86]
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Learning transferable cross-modality representations for few-shot hyperspectral and LiDAR collaborative classification
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 卷号: 126, 页码: 11
作者:
Dai, Mofan
;
Xing, Shuai
;
Xu, Qing
;
Wang, Hanyun
;
Li, Pengcheng
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/02/26
Multimodal remote sensing data
Meta-learning
Few-shot learning
Cross-modality feature learning
MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150
作者:
Qian Hu
;
Jiayi Ma
;
Yuan Gao
;
Junjun Jiang
;
Yixuan Yuan
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/04/10
Compressive imaging
deep unfolding network hyperspectral image
Anomaly Detection of Remote Sensing Images Based on the Channel Attention Mechanism and LRX
期刊论文
OAI收割
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 12
作者:
Guo, Huinan
;
Wang, Hua
;
Song, Xiaodong
;
Ruan, Zhongling
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/07/13
remote sensing images
hyperspectral
anomaly detection
auto-encoder
channel attention mechanism
Self-Supervised Feature Learning Based on Spectral Masking for Hyperspectral Image Classification
期刊论文
OAI收割
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:16/0
  |  
提交时间:2023/11/15
Hyperspectral image (HSI) classification
self-supervised feature learning
spectral masking
Hyperspectral Band Selection With Iterative Graph Autoencoder
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 13
作者:
Zhou, Yuan
;
Yao, Qingren
;
Huo, Shuwei
;
Li, Xiaofeng
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/12/07
Feature extraction
Iterative methods
Symmetric matrices
Hyperspectral imaging
Convolution
Correlation
Task analysis
Graph autoencoder (GAE)
graph representation
hyperspectral band selection (BS)
representativeness
Circle-Net: An Unsupervised Lightweight-Attention Cyclic Network for Hyperspectral and Multispectral Image Fusion
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 4499-4515
作者:
Liu, Shuaiqi
;
Miao, Siyu
;
Liu, Siyuan
;
Li, Bing
;
Hu, Weiming
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Attention mechanism
deep learning (DL)
hyperspectral images (HSIs)
image fusion
multispectral images (MSIs)
Dynamics of frustrated tunneling ionization driven by inhomogeneous laser fields
期刊论文
OAI收割
NEW JOURNAL OF PHYSICS, 2022, 卷号: 24, 期号: 12
作者:
Xu, Jingkun
;
Zhou, Yueming
;
Li, Yingbin
;
Liu, Aihua
;
Chen, Yongkun
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/02/09
UAV
illumination correction
pushbroom hyperspectral imager
radiation correction
hyperspectral image stitching
Fusion of electronic nose and hyperspectral imaging for mutton freshness detection using input-modified convolution neural network
期刊论文
OAI收割
FOOD CHEMISTRY, 2022, 卷号: 385
作者:
Liu, Cunchuan
;
Chu, Zhaojie
;
Weng, Shizhuang
;
Zhu, Gongqin
;
Han, Kaixuan
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/12/23
Mutton freshness
Electronic nose
Hyperspectral image
Effective variables
Deep learning
Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection
期刊论文
OAI收割
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:27/0
  |  
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
Hyperspectral image classification based on optimized convolutional neural networks with 3D stacked blocks
期刊论文
OAI收割
EARTH SCIENCE INFORMATICS, 2022, 页码: 13
作者:
Zhang, Xiaoxia
;
Guo, Yong
;
Zhang, Xia
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/08/22
Convolutional neural network
3D convolution
Hyperspectral image classification
Stacked blocks
Attention mechanism
Spectral-spatial characteristics