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Effectiveness of machine learning methods for water segmentation with ROI as the label: A case study of the Tuul River in Mongolia
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 11
作者:
Li, Kai
;
Wang, Juanle
;
Yao, Jinyi
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2021/11/05
Water Segmentation
Pixel-based CNN
ROI
U-net
Mongolia
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
Urban forest monitoring based on multiple features at the single tree scale by UAV
期刊论文
URBAN FORESTRY & URBAN GREENING, 2021, 卷号: 58, 页码: 10
作者:
Wang, Xiaofeng
;
Wang, Yi
;
Zhou, Chaowei
;
Yin, Lichang
;
Feng, Xiaoming
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/04/25
Aerial photogrammetry
Multiple features
Random forest classification
Single tree segmentation
Tree height
UAV
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
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  |  
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
A Partition-Based Detection of Urban Villages Using High-Resolution Remote Sensing Imagery in Guangzhou, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 14, 页码: 19
作者:
Zhao, Lu
;
Ren, Hongyan
;
Cui, Cheng
;
Huang, Yaohuan
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  |  
浏览/下载:2/0
  |  
提交时间:2021/03/18
urban villages
highly urbanized region
partition strategy
random forest
high-resolution remote sensing images
Object-based classification of cloudy coastal areas using medium-resolution optical and SAR images for vulnerability assessment of marine disaster
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2019, 卷号: 37, 期号: 6, 页码: 1955-1970
作者:
Yang Fengshuo
;
Yang Xiaomei
;
Wang Zhihuai
;
Lu Chen
;
Li Zhi
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  |  
浏览/下载:2/0
  |  
提交时间:2020/05/19
coastal area
marine disaster
vulnerability assessment
remote sensing
land use
cover
object-based image analysis (OBIA)
Detailed Urban Land Use Land Cover Classification at the Metropolitan Scale Using a Three-Layer Classification Scheme
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 14, 页码: 24
作者:
Cai, Guoyin
;
Ren, Huiqun
;
Yang, Liuzhong
;
Zhang, Ning
;
Du, Mingyi
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  |  
浏览/下载:15/0
  |  
提交时间:2020/03/23
urban land use
land cover
three-layer classification scheme
GF-1 satellite imagery
GF-2 satelliteimagery
Empirical curvelet based fully convolutional network for supervised texture image segmentation
期刊论文
NEUROCOMPUTING, 2019, 卷号: 349, 页码: 31-43
作者:
Huang, Yuan
;
Zhou, Fugen
;
Gilles, Jerome
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Texture segmentation/classification
Empirical wavelet transform
Fully convolutional network
Supervised learning
FatRegion: A Fast Adaptive Tree-Structured Region Extraction Approach
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 3, 页码: 601-615
作者:
Xing, Junliang
;
Hu, Weiming
;
Ai, Haizhou
;
Yan, Shuicheng
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2018/10/10
Object Classification
Object Segmentation
Object Tracking
Region Extraction
Superpixel
Leaf Recognition Based on DPCNN and BOW
期刊论文
NEURAL PROCESSING LETTERS, 2018, 卷号: 47, 期号: 1, 页码: 99-115
作者:
Wang, Zhaobin
;
Sun, Xiaoguang
;
Yang, Zekun
;
Zhang, Yaonan
;
Zhu, Ying
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  |  
浏览/下载:40/0
  |  
提交时间:2019/10/09
Feature extraction
Plant recognition
SVM
DPCNN
BOW
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