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Marine oil spill detection using improved polarimetric feature based on polarization SAR image
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2024, 卷号: 45, 期号: 3, 页码: 911-929
作者:
Wang, Dawei
;
Song, Shasha
;
Yang, Junfang
;
Xu, Mingming
;
Song, Dongmei
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/05/07
polarimetric feature
quad-polarization
dual-polarization
oil spill detection
SAR image
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:3/0
  |  
提交时间:2023/12/13
fine sea ice classification
random forest classifier
polarization SAR
Gaofen-3
feature selection
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:9/0
  |  
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 new oil spill detection algorithm based on Dempster-Shafer evidence theory
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2021, 页码: 14
作者:
Zhang, Tianlong
;
Guo, Jie
;
Xu, Chenqi
;
Zhang, Xi
;
Wang, Chuanyuan
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/11/09
synthetic aperture radar (SAR) data
oil spill detection
subjective Bayesian
Faster-region convolutional neural networks (RCNN)
Dempster-Shafer evidence theory
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:24/0
  |  
提交时间:2021/06/10
Gaofen-3
polarimetric data
sea ice classification
residual convolutional network
Multi-View Feature Selection for PolSAR Image Classification via l(2,1) Sparsity Regularization and Manifold Regularization
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 8607-8618
作者:
Huang, Xiayuan
;
Nie, Xiangli
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/12/28
Multi-view feature selection
PolSAR image classification
l(2,1) norm
manifold regularization
Experimental study of C-band microwave scattering characteristics during the emulsification process of oil spills
期刊论文
ACTA OCEANOLOGICA SINICA, 2020, 卷号: 39, 期号: 7, 页码: 135-145
作者:
Shu, Sijing
;
Meng, Junmin
;
Zhang, Xi
;
Liu, Genwang
;
Guo, Jie
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/12/01
microwave scattering characteristics of oil spill
emulsification of crude oil
experiment of oil spill
backscatter
Research on an Urban Building Area Extraction Method with High-Resolution PolSAR Imaging Based on Adaptive Neighborhood Selection Neighborhoods for Preserving Embedding
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 2, 页码: 15
作者:
Cheng, Bo
;
Cui, Shiai
;
Ma, Xiaoxiao
;
Liang, Chenbin
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/06/02
PolSAR
machine learning
ANSNPE
SVM
A Novel Marine Oil Spillage Identification Scheme Based on Convolution Neural Network Feature Extraction From Fully Polarimetric SAR Imagery
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 59801-59820
作者:
Song, Dongmei
;
Zhen, Zongjin
;
Wang, Bin
;
Li, Xiaofeng
;
Gao, Le
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2020/09/23
Marine oil spill
RADARSAT-2
PolSAR
deep learning
feature extraction
convolutional neural network (CNN)
Impact of emulsification of crude oil on normalized radar cross section
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 卷号: 38, 期号: 1, 页码: 42-54
作者:
Guo, J
;
Zhang, TL
;
Zhang, X
;
Liu, GW
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  |  
浏览/下载:57/0
  |  
提交时间:2020/07/08
emulsification of crude oil
normalized radar cross section (NRCS)
water content
wind speed
temperature
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