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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
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浏览/下载：3/0
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提交时间：2023/12/13
fine sea ice classification
random forest classifier
polarization SAR
Gaofen-3
feature selection
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
收藏
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浏览/下载：34/0
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提交时间：2022/07/25
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
收藏
|
浏览/下载：6/0
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提交时间：2023/02/07
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
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
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浏览/下载：7/0
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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
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浏览/下载：21/0
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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
Online Multiview Deep Forest for Remote Sensing Image Classification via Data Fusion
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 8, 页码: 1456-1460
作者:
Nie, Xiangli
;
Gao, Ruofei
;
Wang, Rui
;
Xiang, Deliang
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浏览/下载：54/0
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提交时间：2021/11/02
Vegetation
Forestry
Random forests
Feature extraction
Remote sensing
Data models
Training data
Deep forest
online multiview learning
polarimetric synthetic aperture radar (PolSAR)
remote sensing data classification
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
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浏览/下载：24/0
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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
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浏览/下载：23/0
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提交时间：2021/12/28
Multi-view feature selection
PolSAR image classification
l(2,1) norm
manifold regularization
PolSAR Image Feature Extraction via Co-Regularized Graph Embedding
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 11, 页码: 19
作者:
Huang, Xiayuan
;
Nie, Xiangli
;
Qiao, Hong
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浏览/下载：15/0
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提交时间：2020/08/03
Wishart distance
Euclidean distance of polarimetric features
co-regularized graph embedding
dimensionality reduction
PolSAR image feature extraction
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
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浏览/下载：19/0
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提交时间：2020/06/02
PolSAR
machine learning
ANSNPE
SVM
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