Robust unsupervised small area change detection from SAR imagery using deep learning (English)
- New search for: Zhang, Xinzheng
- New search for: Su, Hang
- New search for: Zhang, Ce
- New search for: Gu, Xiaowei
- New search for: Tan, Xiaoheng
- New search for: Atkinson, Peter M.
- New search for: Zhang, Xinzheng
- New search for: Su, Hang
- New search for: Zhang, Ce
- New search for: Gu, Xiaowei
- New search for: Tan, Xiaoheng
- New search for: Atkinson, Peter M.
In:
ISPRS Journal of Photogrammetry and Remote Sensing
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173
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79-94
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2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Robust unsupervised small area change detection from SAR imagery using deep learning
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Contributors:Zhang, Xinzheng ( author ) / Su, Hang ( author ) / Zhang, Ce ( author ) / Gu, Xiaowei ( author ) / Tan, Xiaoheng ( author ) / Atkinson, Peter M. ( author )
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Published in:ISPRS Journal of Photogrammetry and Remote Sensing ; 173 ; 79-94
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Publisher:
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Publication date:2021-01-04
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Size:16 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 173
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Damage detection using SAR coherence statistical analysis, application to Beirut, LebanonElGharbawi, Tamer / Zarzoura, Fawzi et al. | 2021
- 10
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Characterizing urban land changes of 30 global megacities using nighttime light time series stacksZheng, Qiming / Weng, Qihao / Wang, Ke et al. | 2021
- 24
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Review on Convolutional Neural Networks (CNN) in vegetation remote sensingKattenborn, Teja / Leitloff, Jens / Schiefer, Felix / Hinz, Stefan et al. | 2020
- 50
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PBNet: Part-based convolutional neural network for complex composite object detection in remote sensing imagerySun, Xian / Wang, Peijin / Wang, Cheng / Liu, Yingfei / Fu, Kun et al. | 2020
- 66
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Enhanced trajectory estimation of mobile laser scanners using aerial imagesHussnain, Zille / Oude Elberink, Sander / Vosselman, George et al. | 2021
- 79
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Robust unsupervised small area change detection from SAR imagery using deep learningZhang, Xinzheng / Su, Hang / Zhang, Ce / Gu, Xiaowei / Tan, Xiaoheng / Atkinson, Peter M. et al. | 2021
- 95
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Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) imagesZheng, Juepeng / Fu, Haohuan / Li, Weijia / Wu, Wenzhao / Yu, Le / Yuan, Shuai / Tao, Wai Yuk William / Pang, Tan Kian / Kanniah, Kasturi Devi et al. | 2021
- 122
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Mapping coastal salt marshes in China using time series of Sentinel-1 SARHu, Yuekai / Tian, Bo / Yuan, Lin / Li, Xiuzhen / Huang, Ying / Shi, Runhe / Jiang, Xiaoyi / Wang, lihua / Sun, Chao et al. | 2021
- 135
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Feature-preserving 3D mesh simplification for urban buildingsLi, Minglei / Nan, Liangliang et al. | 2021
- 151
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Automated digital elevation model (DEM) generation from very-high-resolution Planet SkySat triplet stereo and video imageryBhushan, Shashank / Shean, David / Alexandrov, Oleg / Henderson, Scott et al. | 2020
- 166
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Sentinel-2 and WorldView-3 atmospheric correction and signal normalization based on ground-truth spectroradiometric measurementsPancorbo, J.L. / Lamb, B.T. / Quemada, M. / Hively, W.D. / Gonzalez-Fernandez, I. / Molina, I. et al. | 2021
- 181
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Airborne LiDAR point cloud classification with global-local graph attention convolution neural networkWen, Congcong / Li, Xiang / Yao, Xiaojing / Peng, Ling / Chi, Tianhe et al. | 2021
- 195
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Monitoring spatiotemporal variation in beach surface moisture using a long-range terrestrial laser scannerJin, Junling / Verbeurgt, Jeffrey / De Sloover, Lars / Stal, Cornelis / Deruyter, Greet / Montreuil, Anne-Lise / Vos, Sander / De Maeyer, Philippe / De Wulf, Alain et al. | 2021
- 209
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Efficient global color correction for large-scale multiple-view images in three-dimensional reconstructionYang, Junxing / Liu, Lulu / Xu, Jiabin / Wang, Yi / Deng, Fei et al. | 2020
- 221
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UAV-Thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soilDas, Sumanta / Christopher, Jack / Apan, Armando / Roy Choudhury, Malini / Chapman, Scott / Menzies, Neal W. / Dang, Yash P. et al. | 2021
- 238
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Semantics-guided reconstruction of indoor navigation elements from 3D colorized pointsYang, Juntao / Kang, Zhizhong / Zeng, Liping / Hope Akwensi, Perpetual / Sester, Monika et al. | 2021
- 262
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Phenology estimation of subtropical bamboo forests based on assimilated MODIS LAI time series dataLi, Xuejian / Du, Huaqiang / Zhou, Guomo / Mao, Fangjie / Zhang, Meng / Han, Ning / Fan, Weiliang / Liu, Hua / Huang, ZiHao / He, Shaobai et al. | 2021
- 278
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Efficient RTM-based training of machine learning regression algorithms to quantify biophysical & biochemical traits of agricultural cropsDanner, Martin / Berger, Katja / Wocher, Matthias / Mauser, Wolfram / Hank, Tobias et al. | 2021
- 297
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Fully automatic spatiotemporal segmentation of 3D LiDAR time series for the extraction of natural surface changesAnders, Katharina / Winiwarter, Lukas / Mara, Hubert / Lindenbergh, Roderik / Vos, Sander E. / Höfle, Bernhard et al. | 2021
- 309
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Remote sensing image segmentation advances: A meta-analysisKotaridis, Ioannis / Lazaridou, Maria et al. | 2021
- 323
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M2H-Net: A Reconstruction Method For Hyperspectral Remotely Sensed ImageryDeng, Lei / Sun, Jie / Chen, Yong / Lu, Han / Duan, Fuzhou / Zhu, Lin / Fan, Tianxing et al. | 2021
- ii
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Editorial Board| 2021