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International Journal of Geographical Information Science Volume 31, 2017 - Issue 10
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Article

Quality assessment of building footprint data using a deep autoencoder network

Yongyang XuDepartment of Information Engineering, China University of Geosciences, Wuhan, ChinaView further author information
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Zhanlong ChenDepartment of Information Engineering, China University of Geosciences, Wuhan, ChinaView further author information
,
Zhong XieDepartment of Information Engineering, China University of Geosciences, Wuhan, China;National Engineering Research Center of Geographic Information System, Wuhan, ChinaCorrespondence[email protected]
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Liang WuDepartment of Information Engineering, China University of Geosciences, Wuhan, ChinaView further author information
Pages 1929-1951 | Received 08 Dec 2016, Accepted 08 Jun 2017, Published online: 19 Jun 2017

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Junkui Xu, Hao Zhang, Chun Liu & Jianzhong Guo. (2023) Recognition of building shape in maps using deep graph filter neural network. Geocarto International 38:1.
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Jun Yamashita, Toshikazu Seto, Nobusuke Iwasaki & Yuichiro Nishimura. (2023) Quality assessment of volunteered geographic information for outdoor activities: an analysis of OpenStreetMap data for names of peaks in Japan. Geo-spatial Information Science 26:3, pages 333-345.
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Yongyang Xu, Shuai Jin, Zhanlong Chen, Xuejing Xie, Sheng Hu & Zhong Xie. (2022) Application of a graph convolutional network with visual and semantic features to classify urban scenes. International Journal of Geographical Information Science 36:10, pages 2009-2034.
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Yuheng Zhang, Qi Zhou, Maria Antonia Brovelli & Wanjing Li. (2022) Assessing OSM building completeness using population data. International Journal of Geographical Information Science 36:7, pages 1443-1466.
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Yongyang Xu, Zhong Xie, Zhanlong Chen & Mingyu Xie. (2021) Measuring the similarity between multipolygons using convex hulls and position graphs. International Journal of Geographical Information Science 35:5, pages 847-868.
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Xiongfeng Yan, Tinghua Ai, Min Yang & Xiaohua Tong. (2021) Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps. International Journal of Geographical Information Science 35:3, pages 490-512.
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Yingwei Yan, Chen-Chieh Feng, Wei Huang, Hongchao Fan, Yi-Chen Wang & Alexander Zipf. (2020) Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience. International Journal of Geographical Information Science 34:9, pages 1765-1791.
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Guillaume Touya, Xiang Zhang & Imran Lokhat. (2019) Is deep learning the new agent for map generalization?. International Journal of Cartography 5:2-3, pages 142-157.
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