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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
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)
Visual Tracking of Label-Free Microplastics In Wheat Seedlings and Their Effects on Crop Growth and Physiology
期刊论文
SSRN, 2023
作者:
Li, Ruijie
;
Tu, Chen
;
Li, Lianzhen
;
Wang, Xinyao
;
Yang, Jie
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/01/26
Chlorophyll
Hydraulic conductivity
Microplastic
Physiology
Plants (botany)
Scanning electron microscopy
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
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
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
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
Estimating Chemical Oxygen Demand in estuarine urban rivers using unmanned aerial vehicle hyperspectral images
期刊论文
ECOLOGICAL INDICATORS, 2022, 卷号: 139, 页码: 11
作者:
Cai, Jiannan
;
Meng, Ling
;
Liu, Hailong
;
Chen, Jun
;
Xing, Qianguo
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/07/26
Hyperspectral
Chemical Oxygen Demand (COD)
Urban river
1D-CNN
UAV
Mapping distortion correction in off-axis aspheric mirror testing with a null compensator
期刊论文
Applied Optics, 2022, 卷号: 61, 期号: 14, 页码: 4040-4046
作者:
Hao, Sanfeng
;
Zhang, Jian
;
Yang, Jianfeng
;
An, Fei
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/06/02
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