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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：127/0  |  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  
A Deep Learning Model to Recognize and Quantitatively Analyze Cold Seep Substrates and the Dominant Associated Species 期刊论文
FRONTIERS IN MARINE SCIENCE, 2021, 卷号: 8, 页码: 11
作者:  Wang, Haining;  Fu, Xiaoxue;  Zhao, Chengqian;  Luan, Zhendong;  Li, Chaolun
Adobe PDF(3853Kb)  |  收藏  |  浏览/下载：173/0  |  提交时间：2022/02/18
cold seep  substrates  epifauna  Faster R-CNN  FPN  VGG16  
Deep-learning-based information mining from ocean remote-sensing imagery 期刊论文
NATIONAL SCIENCE REVIEW, 2020, 卷号: 7, 期号: 10, 页码: 1584-1605
作者:  Li, Xiaofeng;  Liu, Bin;  Zheng, Gang;  Ren, Yibin;  Zhang, Shuangshang;  Liu, Yingjie;  Gao, Le;  Liu, Yuhai;  Zhang, Bin;  Wang, Fan
Adobe PDF(7492Kb)  |  收藏  |  浏览/下载：216/0  |  提交时间：2021/04/12
ocean remote sensing  big data  artificial intelligence  image classification  
Developing a microscopic image dataset in support of intelligent phytoplankton detection using deep learning 期刊论文
ICES JOURNAL OF MARINE SCIENCE, 2020, 卷号: 77, 期号: 4, 页码: 1427-1439
作者:  Li, Qiong;  Sun, Xin;  Dong, Junyu;  Song, Shuqun;  Zhang, Tongtong;  Liu, Dan;  Zhang, Han;  Han, Shuai
Adobe PDF(1234Kb)  |  收藏  |  浏览/下载：201/0  |  提交时间：2021/04/12
deep learning  microscopic image  object detection  phytoplankton dataset