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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
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
Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1668-1691
作者:
Xinya Wang
;
Qian Hu
;
Yingsong Cheng
;
Jiayi Ma
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/07/20
Deep learning
hyperspectral image
image fusion
image super-resolution
survey
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
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  |  
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
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/15
Hyperspectral image (HSI) classification
self-supervised feature learning
spectral masking
Pixel type classification based reversible data hiding for hyperspectral images
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 254, 页码: 11
作者:
Fan, Guojun
;
Pan, Zhibin
;
Zhou, Quan
;
Dong, Jing
;
Zhang, Xiaoran
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/11/14
Hyperspectral images
Pixel classifying
Adaptive prediction
Three -components complexity
Reversible data hiding
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
Ensemble of half-space trees for hyperspectral anomaly detection
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 9
作者:
Huang, Ju
;
Li, Xuelong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/10/10
hyperspectral image
anomaly detection
extended morphological attribute profile
mass estimation
half-space tree
Hyperspectral and lidar data land-use classification using parallel transformers
会议论文
线上会议, 2022-7-17 -> 2022-7-22
作者:
Yuxuan, Hu
;
Hao, He
;
Lubin, Weng
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/06/15
Hyperspectral
LiDAR
Data Fusion
Transformer
Crossmodal
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:20/0
  |  
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
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