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中国科学院海洋研究所机构知识库
Knowledge Management System Of Institute of Oceanology, Chinese Academy of Sciences
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浏览/检索结果:
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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:45/0
  |  
提交时间:2024/08/29
Synthetic aperture radar (SAR)
Sea ice classification
Deep learning
Beaufort sea
Rainband-Occurrence Probability in Northern Hemisphere Tropical Cyclones by Synthetic Aperture Radar Imagery
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2024, 卷号: 51, 期号: 10, 页码: 10
作者:
Zheng, Gang
;
Jiang, Han
;
Wu, Liang
;
Li, Xiaofeng
;
Zhou, Lizhang
;
Wu, Qiaoyan
;
Chen, Peng
;
Ren, Lin
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/08/29
occurrence probability
rainband
synthetic aperture radar (SAR)
tropical cyclone (TC)
Deep-Learning-Based Marine Aquaculture Zone Extractions From Dual-Polarimetric SAR Imagery
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 8043-8057
作者:
Chen, Wantai
;
Li, Xiaofeng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/08/29
Aquaculture
Radar polarimetry
Imaging
Tides
Monitoring
Task analysis
Radar imaging
Deep convolution neural networks (DCNNs)
imaging characteristics
marine aquaculture zones (MAZs)
Sentinel-1
synthetic aperture radar (SAR)
Sea Surface Wind Speed Retrieval From Textures in Synthetic Aperture Radar Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhou, Lizhang
;
Zheng, Gang
;
Yang, Jingsong
;
Li, Xiaofeng
;
Zhang, Bin
;
Wang, He
;
Chen, Peng
;
Wang, Yan
Adobe PDF(27025Kb)
  |  
收藏
  |  
浏览/下载:299/0
  |  
提交时间:2022/02/18
Radar polarimetry
Sea surface
Oceanography
Atmospheric modeling
Surface waves
Atmospheric waves
Wind speed
Entropy
gray-level cooccurrence matrix (GLCM)
synthetic aperture radar (SAR)
sea surface wind speed (SSWS)
textures
The Fusion of Physical, Textural, and Morphological Information in SAR Imagery for Hurricane Wind Speed Retrieval Based on Deep Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
作者:
Mu, Shanshan
;
Li, Xiaofeng
;
Wang, Haoyu
Adobe PDF(2103Kb)
  |  
收藏
  |  
浏览/下载:293/0
  |  
提交时间:2022/07/18
Hurricanes
Synthetic aperture radar
Wind speed
Radar polarimetry
Sea surface
Sea measurements
Data models
Deep learning
hurricane wind
synthetic aperture radar (SAR)
A Deep Learning Model for Green Algae Detection on SAR Images
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
作者:
Guo, Yuan
;
Gao, Le
;
Li, Xiaofeng
收藏
  |  
浏览/下载:225/0
  |  
提交时间:2023/01/04
Green products
Algae
Radar polarimetry
Tides
Ocean temperature
Feature extraction
Sea surface
Deep learning (DL)
green algae
Sentinel-1 synthetic aperture radar (SAR) image
Yellow Sea
Environment Monitoring of Shanghai Nanhui Intertidal Zone With Dual-Polarimetric SAR Data Based on Deep Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 18
作者:
Liu, Guangyang
;
Liu, Bin
;
Zheng, Gang
;
Li, Xiaofeng
收藏
  |  
浏览/下载:173/0
  |  
提交时间:2023/01/12
Deep convolutional neural networks (DCNNs)
deep learning
environment monitoring
intertidal zone
MB-U-2-ACNet
synthetic aperture radar (SAR) imagery
A Deep Learning Model to Extract Ship Size From Sentinel-1 SAR Images
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Xu, Huan
Adobe PDF(12529Kb)
  |  
收藏
  |  
浏览/下载:246/0
  |  
提交时间:2022/02/18
Marine vehicles
Radar polarimetry
Feature extraction
Synthetic aperture radar
Data mining
Radar imaging
Oceans
Custom loss function
deep learning (DL)
deep neural network (DNN) regression
ship size extraction
synthetic aperture radar (SAR) image
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
Adobe PDF(8369Kb)
  |  
收藏
  |  
浏览/下载:298/0
  |  
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
An Automatic Algorithm for Estimating Tropical Cyclone Centers in Synthetic Aperture Radar Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 16
作者:
Wang, Yan
;
Zheng, Gang
;
Li, Xiaofeng
;
Zhou, Lizhang
;
Liu, Bin
;
Chen, Peng
;
Ren, Lin
;
Li, Xiaohui
Adobe PDF(17581Kb)
  |  
收藏
  |  
浏览/下载:298/0
  |  
提交时间:2022/02/18
Radar polarimetry
Heating systems
Sea surface
Synthetic aperture radar
Oceanography
Estimation
Satellites
Sea surface wind direction (SSWD)
synthetic aperture radar (SAR)
tropical cyclone (TC)