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Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 5, 页码: 3558-3573
作者:
Yan, Liang
;
Fan, Bin
;
Liu, Hongmin
;
Huo, Chunlei
;
Xiang, Shiming
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2020/06/22
Domain adaptation (DA)
pixel-level classification
self-training
triplet adversarial learning
very high resolution (VHR)
An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
作者:
Sun, Fei
;
Fang, Fang
;
Wang, Run
;
Wan, Bo
;
Guo, Qinghua
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/03/01
image classification
class imbalance
impartial semi-supervised learning strategy (ISS)
extreme gradient boosting (XGB)
very-high-resolution (VHR)
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
收藏
  |  
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
A Mixed Property-Based Automatic Shadow Detection Approach for VHR Multispectral Remote Sensing Images
期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 10, 页码: 28
作者:
Wen, Ming
;
Lan, Taiji
;
Li, Xiangzhi
;
Huang, Liang
;
Hu, Changhong
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  |  
浏览/下载:28/0
  |  
提交时间:2019/08/26
invariant color space
multispectral images
shadow detection
shadow omission
threshold
vegetation misclassification
very high-resolution
Urban Change Detection Based on Dempster-Shafer Theory for Multitemporal Very High-Resolution Imagery
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 7, 页码: 18
作者:
Luo, Hui
;
Liu, Chong
;
Wu, Chen
;
Guo, Xian
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/05/23
very high-resolution image
change detection
data fusion
D-S theory
Multiscale Geoscene Segmentation for Extracting Urban Functional Zones from VHR Satellite Images
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 2, 页码: -
作者:
Du, Shihong
;
Zhou, Weiqi
;
Wang, Qiao
;
Zhang, Xiuyuan
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  |  
浏览/下载:55/0
  |  
提交时间:2019/06/17
urban landscape
functional zone
object-based image analysis
multiscale image segmentation
VHR images
Urban scene classification with VHR images
其他
2017-01-01
Du, Shihong
;
Zhang, Xiuyuan
;
Guo, Luo
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  |  
浏览/下载:10/0
  |  
提交时间:2017/12/03
GEOBIA
scene analysis
very-high-resolution images
urban areas
PATTERN
SCALE
Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017
Zhang, Xiuyuan
;
Du, Shihong
;
Wang, Qiao
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  |  
浏览/下载:8/0
  |  
提交时间:2017/12/03
Urban functional zone
Image classification
Hierarchical semantic cognition
Point of interest
LATENT DIRICHLET ALLOCATION
SPATIAL-PATTERN-ANALYSIS
SCENE CLASSIFICATION
OBJECT DETECTION
RANDOM FORESTS
INFORMATION
SEGMENTATION
LANDSCAPE
MULTIRESOLUTION
FEATURES
Contextually guided very-high-resolution imagery classification with semantic segments
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017
Zhao, Wenzhi
;
Du, Shihong
;
Wang, Qiao
;
Emery, William J.
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2017/12/03
VHR images
Deep learning
Semantic segmentation
CRF model
Contextual information
REMOTE-SENSING IMAGERY
SCENE CLASSIFICATION
FEATURE-EXTRACTION
MULTISCALE
INFORMATION
Learning multiscale and deep representations for classifying remotely sensed imagery
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2016
Zhao, Wenzhi
;
Du, Shihong
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2017/12/03
Multiscale convolutional neural network (MCNN)
Deep learning
Feature extraction
Remote sensing image classification
HIGH-RESOLUTION
MORPHOLOGICAL TRANSFORMATIONS
FEATURE-EXTRACTION
NEURAL-NETWORKS
SENSING IMAGES
URBAN AREAS
CLASSIFICATION
FEATURES
DIMENSIONALITY
INFORMATION
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