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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
Adobe PDF(35696Kb)  |  收藏  |  浏览/下载：75/0  |  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：20/0  |  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：18/0  |  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)  
High-Resolution Tropical Cyclone Rainfall Detection From C-Band SAR Imagery With Deep Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 15
作者:  Mu, Shanshan;  Li, Xiaofeng;  Wang, Haoyu;  Zheng, Gang;  Perrie, William;  Wang, Chong
收藏  |  浏览/下载：10/0  |  提交时间：2024/12/20
Rain  Radar polarimetry  Precipitation  Radar imaging  Synthetic aperture radar  Spaceborne radar  C-band  Deep learning  rainfall  synthetic aperture radar (SAR) imagery  tropical cyclone (TC)  
Difference-Focusing Fusion Decision Method: An Ensemble Learning Framework and Its Application in Improving Deep Learning Sea-Land Segmentation for Waterline Extraction in Synthetic Aperture Radar Imagery 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 14
作者:  Zheng, Gang;  Zhou, Yinfei;  Liu, Bin;  Zhou, Lizhang;  Jiang, Han;  Wan, Xuanwei;  Chen, Peng
收藏  |  浏览/下载：11/0  |  提交时间：2024/12/20
Image resolution  Image segmentation  Radar polarimetry  Training  Oceanography  Oceans  Synthetic aperture radar  Deep learning  ensemble learning  framework  segmentation  synthetic aperture radar (SAR)  waterline  
A new oil spill detection algorithm based on Dempster-Shafer evidence theory CNKI期刊论文
2022
作者:  Tianlong ZHANG;  Jie GUO;  Chenqi XU;  Xi ZHANG;  Chuanyuan WANG;  Baoquan LI
收藏  |  浏览/下载：6/0  |  提交时间：2024/12/18
synthetic aperture radar (SAR) data  oil spill detection  subjective Bayesian  Faster-region convolutional neural networks(RCNN)  Dempster-Shafer evidence theory  
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：307/0  |  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：304/0  |  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 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：258/0  |  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：307/0  |  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