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Deep learning techniques for enhanced sea-ice types classification in the Beaufort Sea via SAR imagery
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2024, 卷号: 308, 页码: 19
作者:
Huang, Yan
;
Ren, Yibin
;
Li, Xiaofeng
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/08/29
Synthetic aperture radar (SAR)
Sea ice classification
Deep learning
Beaufort sea
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:13/0
  |  
提交时间:2023/12/13
fine sea ice classification
random forest classifier
polarization SAR
Gaofen-3
feature selection
Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Yang, Xiaofeng
;
Xu, Huan
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2022/02/18
Sea ice
Radar polarimetry
Feature extraction
Decoding
Oceans
Kernel
Image segmentation
Dual-attention
sea ice and open water classification
synthetic aperture radar (SAR) image
U-Net
Deep Learning Based Sea Ice Classification with Gaofen-3 Fully Polarimetric SAR Data
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 8, 页码: 22
作者:
Zhang, Tianyu
;
Yang, Ying
;
Shokr, Mohammed
;
Mi, Chunlei
;
Li, Xiao-Ming
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/06/10
Gaofen-3
polarimetric data
sea ice classification
residual convolutional network
Locality preserving fusion of multi-source images for sea-ice classification
期刊论文
ACTA OCEANOLOGICA SINICA, 2019, 卷号: 38, 期号: 7, 页码: 129-136
作者:
Yu, Zhigiang
;
Wang, Tingwei
;
Zhang, Xi
;
Zhang, Jie
;
Ren, Peng
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  |  
浏览/下载:30/0
  |  
提交时间:2019/08/19
sea-ice classification
multi-source image fusion
ensemble classification
Locality preserving fusion of multi-source images for sea-ice classification
期刊论文
ACTA OCEANOLOGICA SINICA, 2019, 卷号: 38, 期号: 7, 页码: 129-136
作者:
Yu, Zhigiang
;
Wang, Tingwei
;
Zhang, Xi
;
Zhang, Jie
;
Ren, Peng
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2019/08/19
sea-ice classification
multi-source image fusion
ensemble classification
Sea Ice Classification Using TerraSAR-X ScanSAR Data With Removal of Scalloping and Interscan Banding
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 页码: 589-598
作者:
Zhang, Lu
;
Liu, Huiying
;
Gu, Xinwei
;
Guo, Huadong
;
Chen, Jie
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
Classification
kalman filter
sea ice
synthetic aperture radar (SAR)
Sea Ice Classification Using Cryosat-2 Altimeter Data by Optimal Classifier-Feature Assembly
会议论文
作者:
Shen, Xiaoyi
;
Zhang, Jie
;
Zhang, Xi
;
Meng, Junmin
;
Ke, Changqing
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/08/19
Altimeter waveform
classification
Cryosat-2 (CS-2)
machine learning
sea ice type
Sea Ice Classification Using Cryosat-2 Altimeter Data by Optimal Classifier-Feature Assembly
会议论文
作者:
Shen, Xiaoyi
;
Zhang, Jie
;
Zhang, Xi
;
Meng, Junmin
;
Ke, Changqing
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2018/12/07
Altimeter waveform
classification
Cryosat-2 (CS-2)
machine learning
sea ice type
Sea ice type classification based on random forest machine learning with Cryosat-2 altimeter data
会议论文
作者:
Shen, Xiao-yi
;
Zhang, Jie
;
Meng, Jun-min
;
Zhang, Jie
;
Ke, Chang-qing
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/08/19
sea ice type
classification
random forest
Cryosat-2
waveform
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