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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
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浏览/下载:1/0
  |  
提交时间:2024/02/26
Multimodal remote sensing data
Meta-learning
Few-shot learning
Cross-modality feature learning
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
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  |  
浏览/下载:5/0
  |  
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
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  |  
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
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:13/0
  |  
提交时间:2022/12/23
cloud detection
polarization
multimodal fusion
cross attention
Achieving Differential Privacy Publishing of Location-Based Statistical Data Using Grid Clustering
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 卷号: 11, 期号: 7
作者:
Yan, Yan
;
Sun, Zichao
;
Mahmood, Adnan
;
Xu, Fei
;
Dong, Zhuoyue
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  |  
浏览/下载:21/0
  |  
提交时间:2022/08/09
statistical release of big data
location privacy
differential privacy
privacy spatial decomposition
grid clustering
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:47/0
  |  
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
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提交时间:2022/07/25
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