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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
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  |  
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
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
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
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  |  
浏览/下载:17/0
  |  
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
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  |  
浏览/下载:15/0
  |  
提交时间:2022/11/14
transformer
multi-source image fusion
non-local
Automatic identification of buildings vulnerable to debris flows in Sichuan Province, China, by GIS analysis and Deep Encoding Network methods
期刊论文
JOURNAL OF FLOOD RISK MANAGEMENT, 2022, 页码: 18
作者:
Wei, Li
;
Hu, Kaiheng
;
Liu, Jin
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  |  
浏览/下载:50/0
  |  
提交时间:2022/09/20
building extraction
building position
debris flow hazards
GF-2 satellite image
vulnerability matrix
Scene classification for remote sensing images with self-attention augmented CNN
期刊论文
IET IMAGE PROCESSING, 2022, 页码: 12
作者:
Liu, Zongyin
;
Dong, Anming
;
Yu, Jiguo
;
Han, Yubing
;
Zhou, You
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  |  
浏览/下载:32/0
  |  
提交时间:2022/07/25
Pairwise Comparison Network for Remote Sensing Scene Classification
预印本
2022
作者:
Zhang, Yue
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
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  |  
浏览/下载:11/0
  |  
提交时间:2022/07/01
SCE-Net: Self- and Cross-Enhancement Network for Single-View Height Estimation and Semantic Segmentation
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 9, 页码: 22
作者:
Xing, Siyuan
;
Dong, Qiulei
;
Hu, Zhanyi
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/07/25
height estimation
semantic segmentation
single aerial image
convolutional neural networks
multi-task learning
deep metric learning
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