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南海 F 冷泉生态系统大型底栖动物群落特征与食物网分析 学位论文
理学博士, 中国科学院海洋研究所: 中国科学院大学, 2022
Authors:  王海宁
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冷泉  大型底栖动物  物种多样性  营养关系  深度学习  
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
Authors:  Ren, Yibin;  Li, Xiaofeng;  Xu, Huan
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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
Authors:  Wang, Haining;  Fu, Xiaoxue;  Zhao, Chengqian;  Luan, Zhendong;  Li, Chaolun
Adobe PDF(3853Kb)  |  Favorite  |  View/Download:20/0  |  Submit date: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
Authors:  Li, Xiaofeng;  Liu, Bin;  Zheng, Gang;  Ren, Yibin;  Zhang, Shuangshang;  Liu, Yingjie;  Gao, Le;  Liu, Yuhai;  Zhang, Bin;  Wang, Fan
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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
Authors:  Li, Qiong;  Sun, Xin;  Dong, Junyu;  Song, Shuqun;  Zhang, Tongtong;  Liu, Dan;  Zhang, Han;  Han, Shuai
Adobe PDF(1234Kb)  |  Favorite  |  View/Download:43/0  |  Submit date:2021/04/12
deep learning  microscopic image  object detection  phytoplankton dataset