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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
CLDRNet: A Difference Refinement Network Based on Category Context Learning for Remote Sensing Image Change Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 2133-2148
作者:
Wan, Ling
;
Tian, Ye
;
Kang, Wenchao
;
Ma, Lei
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/20
Feature extraction
Task analysis
Remote sensing
Transformers
Deep learning
Semantics
Support vector machines
Category context learning (CCL)
clustering learning (CL)
difference map refinement (DMR)
optical remote sensing image
change detection (CD)
DeepBlue: Advanced convolutional neural network applications for ocean remote sensing
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2023, 页码: 24
作者:
Wang, Haoyu
;
Li, Xiaofeng
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Integrating predictive modeling techniques with geospatial data for landslide susceptibility assessment in northern Pakistan
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2023, 卷号: 20, 期号: 9, 页码: 2603-2627
作者:
Asghar, Aamir
;
Su, Li-jun
;
Zhao, Bo
;
Usmani, Nadeem Ahmad
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/27
Landslides
MMMM expressway
Machine learning
Landslide susceptibility
Northern Pakistan
Global estimation of phytoplankton pigment concentrations from satellite data using a deep-learning-based model
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2023, 卷号: 294, 页码: 16
作者:
Li, Xiaolong
;
Yang, Yi
;
Ishizaka, Joji
;
Li, Xiaofeng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/12/13
Phytoplankton pigments
Remote sensing
Deep learning
Satellite
Global Ocean
Phytoplankton community
El Nino
Fine Resolution Classification of New Ice, Young Ice, and First-Year Ice Based on Feature Selection from Gaofen-3 Quad-Polarization SAR
期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9, 页码: 22
作者:
Yang, Kun
;
Li, Haiyan
;
Perrie, William
;
Scharien, Randall Kenneth
;
Wu, Jin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/13
fine sea ice classification
random forest classifier
polarization SAR
Gaofen-3
feature selection
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
Seasonal Variation of Dust Aerosol Vertical Distribution in Arctic Based on Polarized Micropulse Lidar Measurement
期刊论文
REMOTE SENSING, 2022, 卷号: 14
作者:
Xie, Hailing
;
Wang, Zhien
;
Luo, Tao
;
Yang, Kang
;
Zhang, Damao
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/12/23
Arctic
dust seasonality
Micropulse lidar retrieval
particle depolarization ratio (PDR)
MFCD-Net: Cross Attention Based Multimodal Fusion Network for DPC Imagery Cloud Detection
期刊论文
REMOTE SENSING, 2022, 卷号: 14
作者:
Zhang, Jingjing
;
Ge, Kai
;
Xun, Lina
;
Sun, Xiaobing
;
Xiong, Wei
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/12/23
cloud detection
polarization
multimodal fusion
cross attention
MsIFT: Multi-Source Image Fusion Transformer
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 16, 页码: 19
作者:
Zhang, Xin
;
Jiang, Hangzhi
;
Xu, Nuo
;
Ni, Lei
;
Huo, Chunlei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/11/14
transformer
multi-source image fusion
non-local
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