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地理科学与资源研究... [15]
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期刊论文 [13]
SCI/SSCI论文 [2]
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2021 [4]
2020 [3]
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专题:地理科学与资源研究所
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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
Impact Mechanism of the Ecological Vulnerability of Highly Developed Islands Based on the Bayesian Network Model-Applied to the Changshan Islands
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 卷号: 18, 期号: 8, 页码: 24
作者:
Qin, Keyu
;
Huang, Haijun
;
Liu, Jingya
;
Yan, Liwen
;
Liu, Yanxia
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/06/10
island
ecological vulnerability
Bayesian network
impact mechanism
the Changshan Islands
HA U-Net: Improved Model for Building Extraction From High Resolution Remote Sensing Imagery
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 101972-101984
作者:
Xu, Leilei
;
Liu, Yujun
;
Yang, Peng
;
Chen, Hao
;
Zhang, Hanyue
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  |  
浏览/下载:15/0
  |  
提交时间:2021/11/05
Buildings
Feature extraction
Image segmentation
Remote sensing
Predictive models
Training
Task analysis
Deep learning
building extraction
holistically-nested neural network
attention mechanism
weight mapping
watershed algorithm
Semi-U-Net: A Lightweight Deep Neural Network for Subject-Sensitive Hashing of HRRS Images
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 60280-60295
作者:
Ding, Kaimeng
;
Su, Shoubao
;
Xu, Nan
;
Jiang, Tingting
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  |  
浏览/下载:64/0
  |  
提交时间:2021/06/10
Authentication
Feature extraction
Remote sensing
Neural networks
Data mining
Cryptography
Computational modeling
Subject-sensitive hashing
lightweight deep neural network
integrity authentication
HRRS image
U-net
Multi-Scale Residual Deep Network for Semantic Segmentation of Buildings with Regularizer of Shape Representation
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 18, 页码: 21
作者:
Wang, Chengyi
;
Li, Lianfa
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/03/16
multiple scales
residual deep ensemble learning
regularizer
shape representation
semantic segmentation of buildings
A Subject-Sensitive Perceptual Hash Based on MUM-Net for the Integrity Authentication of High Resolution Remote Sensing Images
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 8, 页码: 28
作者:
Ding, Kaimeng
;
Liu, Yueming
;
Xu, Qin
;
Lu, Fuqiang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/18
perceptual hash
integrity authentication
subject-sensitive
HRRS image
deep learning
Research on a novel extraction method using Deep Learning based on GF-2 images for aquaculture areas
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 9, 页码: 3575-3591
作者:
Cheng, Bo
;
Liang, Chenbin
;
Liu, Xunan
;
Liu, Yueming
;
Ma, Xiaoxiao
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  |  
浏览/下载:8/0
  |  
提交时间:2020/05/19
Accurate Building Extraction from Fused DSM and UAV Images Using a Chain Fully Convolutional Neural Network
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 24, 页码: 18
作者:
Liu, Wei
;
Yang, MengYuan
;
Xie, Meng
;
Guo, Zihui
;
Li, ErZhu
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/05/19
building extraction
digital surface model
unmanned aerial vehicle images
chain full convolution neural network
fusion
FLUXNET-CH4 Synthesis Activity: Objectives, Observations, and Future Directions
期刊论文
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2019, 卷号: 100, 期号: 12, 页码: 2607-2632
作者:
Knox, Sara H.
;
Jackson, Robert B.
;
Poulter, Benjamin
;
McNicol, Gavin
;
Fluet-Chouinard, Etienne
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2020/05/19
Deep Residual Autoencoder with Multiscaling for Semantic Segmentation of Land-Use Images
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 18, 页码: 24
作者:
Li, Lianfa
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
residual learning
autoencoder
multiscale
atrous spatial pyramid pooling
semantic segmentation
remotely sensed land-use images
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