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Learning transferable cross-modality representations for few-shot hyperspectral and LiDAR collaborative classification
期刊论文
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:3/0
  |  
提交时间:2024/02/26
Multimodal remote sensing data
Meta-learning
Few-shot learning
Cross-modality feature learning
Hyperspectral Characteristics and Quantitative Remote Sensing Inversion of Gravel Grain Size in the North Tibetan Plateau
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 卷号: 43, 期号: 8, 页码: 2381-2390
作者:
Kong Bo
;
Yu Huang
;
Song Wu-jie
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Northern Tibetan plateau
Gravel grain size
Hyperspectral remote sensing
Inversion
Desertification
SSANet: An Adaptive Spectral-Spatial Attention Autoencoder Network for Hyperspectral Unmixing
期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 8, 页码: 21
作者:
Wang, Jie
;
Xu, Jindong
;
Chong, Qianpeng
;
Liu, Zhaowei
;
Yan, Weiqing
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/15
hyperspectral unmixing
spectral-spatial attention mechanism
deep learning
autoencoder
Circle-Net: An Unsupervised Lightweight-Attention Cyclic Network for Hyperspectral and Multispectral Image Fusion
期刊论文
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)
Hyperspectral Band Selection With Iterative Graph Autoencoder
期刊论文
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:0/0
  |  
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
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:0/0
  |  
提交时间:2023/11/15
Hyperspectral image (HSI) classification
self-supervised feature learning
spectral masking
Inferring global surface HCHO concentrations from multisource hyperspectral satellites and their application to HCHO-related global cancer burden estimation
期刊论文
ENVIRONMENT INTERNATIONAL, 2022, 卷号: 170
作者:
Su, Wenjing
;
Hu, Qihou
;
Chen, Yujia
;
Lin, Jinan
;
Zhang, Chengxin
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/12/23
Satellite remote sensing
OMPS
Surface formaldehyde
Population
Cancer
EMI
Retrieving Water Quality Parameters from Noisy-Label Data Based on Instance Selection
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19
作者:
Liu, Yuyang
;
Liu, Jiacheng
;
Zhao, Yubo
;
Wang, Xueji
;
Song, Shuyao
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/10/28
turbidity
noisy-label learning
hyperspectral image
water quality parameter
UAV
Cloud Contaminated Multispectral Remote Sensing Image Enhancement Algorithm Based on MobileNet
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19
作者:
Li, Xuemei
;
Ye, Huping
;
Qiu, Shi
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/10/28
remote sensing
self-supervision
multi-layer
feature fusion
multispectral
Deep Pansharpening via 3D Spectral Super-Resolution Network and Discrepancy-Based Gradient Transfer
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 17
作者:
Su, Haonan
;
Jin, Haiyan
;
Sun, Ce
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/10/10
spectral super-resolution
pansharpening
discrepancy
3D convolutional neural network
hyperspectral images (HS)
multispectral images (MS)
gradient transfer
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