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GIScience & Remote Sensing Volume 57, 2020 - Issue 8
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Research Article

Superpixel-based time-series reconstruction for optical images incorporating SAR data using autoencoder networks

Ya’nan Zhoua College of Hydrology and Water Resources, Hohai University, Nanjing, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-4880-6439View further author information
ORCID Icon,
Xianzeng Yanga College of Hydrology and Water Resources, Hohai University, Nanjing, ChinaORCID Iconhttps://orcid.org/0000-0002-5100-965XView further author information
ORCID Icon,
Li Fenga College of Hydrology and Water Resources, Hohai University, Nanjing, ChinaView further author information
,
Wei Wub College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, ChinaORCID Iconhttps://orcid.org/0000-0002-1269-9045View further author information
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Tianjun Wuc School of Science, Chang’an University, Xi’an, ChinaView further author information
,
Jiancheng Luod Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China;e University of Chinese Academy of Sciences, Beijing, ChinaView further author information
,
Xiaocheng Zhouf Key Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Fuzhou University, Fuzhou, ChinaView further author information
&
Xin Zhangd Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China;e University of Chinese Academy of Sciences, Beijing, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-0394-7972View further author information
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Pages 1005-1025 | Received 03 Jul 2020, Accepted 13 Oct 2020, Published online: 04 Nov 2020

Citations (3)

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Read on this site (1)

Ya’nan Zhou, Shunying Wang, Tianjun Wu, Li Feng, Wei Wu, Jiancheng Luo, Xin Zhang & Na’na Yan. (2022) For-backward LSTM-based missing data reconstruction for time-series Landsat images. GIScience & Remote Sensing 59:1, pages 410-430.
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Articles from other publishers (2)

Ya’nan Zhou, Yan Wang, Na’na Yan, Li Feng, Yuehong Chen, Tianjun Wu, Jianwei Gao, Xiwang Zhang & Weiwei Zhu. (2023) Contrastive-Learning-Based Time-Series Feature Representation for Parcel-Based Crop Mapping Using Incomplete Sentinel-2 Image Sequences. Remote Sensing 15:20, pages 5009.
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Zhaobin Wang, Yikun Ma & Yaonan Zhang. (2023) Review of pixel-level remote sensing image fusion based on deep learning. Information Fusion 90, pages 36-58.
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