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Original Articles

A probability-based multi-measure feature matching method in map conflation

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Pages 5453-5472 | Published online: 30 Sep 2009

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Read on this site (15)

Luis M. Vilches-Blázquez & José Ángel Ramos. (2021) Semantic conflation in GIScience: a systematic review. Cartography and Geographic Information Science 48:6, pages 512-529.
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Kai Sun, Yingjie Hu, Jia Song & Yunqiang Zhu. (2021) Aligning geographic entities from historical maps for building knowledge graphs. International Journal of Geographical Information Science 35:10, pages 2078-2107.
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Yu Zhou, Yee Leung & Wen-Bin Zhang. (2021) A Location-and-Form-Based Distance for Geographical Analysis. Annals of the American Association of Geographers 111:4, pages 1253-1270.
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Ting L. Lei. (2020) Geospatial data conflation: a formal approach based on optimization and relational databases. International Journal of Geographical Information Science 34:11, pages 2296-2334.
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Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl & Craig A. Knoblock. (2020) Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning. International Journal of Geographical Information Science 34:4, pages 824-849.
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Li Yu, Peiyuan Qiu, Xiliang Liu, Feng Lu & Bo Wan. (2018) A holistic approach to aligning geospatial data with multidimensional similarity measuring. International Journal of Digital Earth 11:8, pages 845-862.
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Rahim Ali Abbaspour, Alireza Chehreghan & Amer Karimi. (2018) Assessing the efficiency of shape-based functions and descriptors in multi-scale matching of linear objects. Geocarto International 33:8, pages 879-892.
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Jianchen Zhang, Yanhui Wang & Wenji Zhao. (2018) An improved probabilistic relaxation method for matching multi-scale road networks. International Journal of Digital Earth 11:6, pages 635-655.
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Alireza Chehreghan & Rahim Ali Abbaspour. (2018) A geometric-based approach for road matching on multi-scale datasets using a genetic algorithm. Cartography and Geographic Information Science 45:3, pages 255-269.
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Alireza Chehreghan & Rahim Ali Abbaspour. (2017) A new descriptor for improving geometric-based matching of linear objects on multi-scale datasets. GIScience & Remote Sensing 54:6, pages 836-861.
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Xiaohua Tong, Dan Liang & Yanmin Jin. (2014) A linear road object matching method for conflation based on optimization and logistic regression. International Journal of Geographical Information Science 28:4, pages 824-846.
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Bisheng Yang, Yunfei Zhang & Xuechen Luan. (2013) A probabilistic relaxation approach for matching road networks. International Journal of Geographical Information Science 27:2, pages 319-338.
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E. Safra, Y. Kanza, Y. Sagiv & Y. Doytsher. (2013) Ad hoc matching of vectorial road networks. International Journal of Geographical Information Science 27:1, pages 114-153.
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JuanJ. Ruiz, F. Javier Ariza, ManuelA. Ureña & ElidiaB. Blázquez. (2011) Digital map conflation: a review of the process and a proposal for classification. International Journal of Geographical Information Science 25:9, pages 1439-1466.
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Jingxiong Zhang & GilesM. Foody. (2009) Preface: Spatial accuracy in remote sensing. International Journal of Remote Sensing 30:20, pages 5239-5242.
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Yoshiki Ogawa, Go Sato & Yoshihide Sekimoto. (2024) Geometric-based approach for linking various building measurement data to a 3D city model. PLOS ONE 19:1, pages e0296445.
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Zhen Lei & Ting L. Lei. (2023) Towards Topological Geospatial Conflation: An Optimized Node-Arc Conflation Model for Road Networks. ISPRS International Journal of Geo-Information 13:1, pages 15.
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Guowei Luo & Kaixian Qin. (2023) Global optimisation matching method for multi-representation buildings constrained by road network. Journal of Computational Methods in Sciences and Engineering 23:5, pages 2413-2424.
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Omar Et-targuy, Yassine Belghaddar, Ahlame Begdouri, Nanée Chahinian, Abderrahmane Seriai & Carole Delenne. 2023. International Conference on Advanced Intelligent Systems for Sustainable Development. International Conference on Advanced Intelligent Systems for Sustainable Development 387 398 .
Hangbin Wu, Shan Xu, Shengke Huang, Junhua Wang, Xuan Yang, Chun Liu & Yunling Zhang. (2022) Optimal road matching by relaxation to min-cost network flow. International Journal of Applied Earth Observation and Geoinformation 114, pages 103057.
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Aftab Nazeer, Shreedhar Maskey, Thomas Skaugen & Michael E. McClain. (2022) Simulating the hydrological regime of the snow fed and glaciarised Gilgit Basin in the Upper Indus using global precipitation products and a data parsimonious precipitation-runoff model. Science of The Total Environment 802, pages 149872.
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Ali Moeini Roudbali, Rahim Ali Abbaspour & Alireza Chehreghan. (2021) Matching of Polygon Objects by Optimizing Geometric Criteria. Journal of Geospatial Information Technology 9:3, pages 1-24.
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Ting L. Lei & Rongrong Wang. (2021) Conflating linear features using turning function distance: A new orientation‐sensitive similarity measure. Transactions in GIS 25:3, pages 1249-1276.
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Ting L. Lei. (2021) Large scale geospatial data conflation: A feature matching framework based on optimization and divide-and-conquer. Computers, Environment and Urban Systems 87, pages 101618.
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Daoye Zhu, Chengqi Cheng, Weixin Zhai, Yihang Li, Shizhong Li & Bo Chen. (2021) Multiscale Spatial Polygonal Object Granularity Factor Matching Method Based on BPNN. ISPRS International Journal of Geo-Information 10:2, pages 75.
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Lingjia Liu, Xiaohui Ding, Xinyan Zhu, Liang Fan & Jun Gong. (2020) An iterative approach based on contextual information for matching multi‐scale polygonal object datasets. Transactions in GIS 24:4, pages 1047-1072.
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Bo Wan, Lin Yang, Shunping Zhou, Run Wang, Dezhi Wang & Wenjie Zhen. (2018) A Parallel-Computing Approach for Vector Road-Network Matching Using GPU Architecture. ISPRS International Journal of Geo-Information 7:12, pages 472.
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Lingjia Liu, Xinyan Zhu, Daoye Zhu & Xiaohui Ding. (2018) M:N Object matching on multiscale datasets based on MBR combinatorial optimization algorithm and spatial district. Transactions in GIS 22:6, pages 1573-1595.
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Alireza Chehrghan & Rahim Ali Abbaspour. (2018) Assessment of Optimization Algorithms on Multi-scale Matching of Spatial Datasets Based on Geometric Properties. Journal of Geospatial Information Technology 6:2, pages 105-124.
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Jiyoung Kim, Kiyun Yu & Yoonsik Bang. (2017) A multi‐criteria decision‐making approach for geometric matching of areal objects. Transactions in GIS 22:1, pages 269-287.
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Jianhua Wu, Yangyang Wan, Yao-Yi Chiang, Zhongliang Fu & Min Deng. (2018) A Matching Algorithm Based on Voronoi Diagram for Multi-Scale Polygonal Residential Areas. IEEE Access 6, pages 4904-4915.
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Juan Ruiz-Lendínez, Manuel Ureña-Cámara & Francisco Ariza-López. (2017) A Polygon and Point-Based Approach to Matching Geospatial Features. ISPRS International Journal of Geo-Information 6:12, pages 399.
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Alireza Chehreghan & Rahim Ali Abbaspour. (2017) Estimation of empirical parameters in matching of linear vector datasets: an optimization approach. Modeling Earth Systems and Environment 3:3, pages 1029-1043.
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Emerson M. A. Xavier, Francisco J. Ariza-López & Manuel A. Ureña-Cámara. (2016) A Survey of Measures and Methods for Matching Geospatial Vector Datasets. ACM Computing Surveys 49:2, pages 1-34.
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Heshan Du, Natasha Alechina, Michael Jackson & Glen Hart. (2016) A Method for Matching Crowd‐sourced and Authoritative Geospatial Data. Transactions in GIS 21:2, pages 406-427.
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Xinchang Zhang, Guowei Luo, Guangjing He & Liyan Chen. (2017) A Multi-Scale Residential Areas Matching Method Using Relevance Vector Machine and Active Learning. ISPRS International Journal of Geo-Information 6:3, pages 70.
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Ji Young Kim & Jae Bin Lee. (2016) Automated Areal Feature Matching in Different Spatial Data-sets. Journal of Korean Society for Geospatial Information System 24:1, pages 89-98.
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Yanxia Wang, Deng Chen, Zhiyuan Zhao, Fu Ren & Qingyun Du. (2015) A Back‐Propagation Neural Network‐Based Approach for Multi‐Represented Feature Matching in Update Propagation. Transactions in GIS 19:6, pages 964-993.
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Yanxia Wang, Hongwei Lv, Xuri Chen & Qingyun Du. 2015. Cartography - Maps Connecting the World. Cartography - Maps Connecting the World 189 219 .
Xiang Zhang, Tinghua Ai, Jantien Stoter & Xi Zhao. (2014) Data matching of building polygons at multiple map scales improved by contextual information and relaxation. ISPRS Journal of Photogrammetry and Remote Sensing 92, pages 147-163.
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Heshan Du, Suchith Anand, Natasha Alechina, Jeremy Morley, Glen Hart, Didier Leibovici, Mike Jackson & Mark Ware. (2012) Geospatial Information Integration for Authoritative and Crowd Sourced Road Vector Data. Transactions in GIS 16:4, pages 455-476.
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Ji-Young Kim, Yong Huh, Doe-Sung Kim & Ki-Yun Yu. (2011) A new method for automatic areal feature matching based on shape similarity using CRITIC method. Korean Journal of Geomatics 29:2, pages 113-121.
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