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A comparison and evaluation of map construction algorithms using vehicle tracking data / Mahmuda Ahmed in Geoinformatica, vol 19 n° 3 (July - September 2015)  

Public [article]  inGeoinformatica > vol 19 n° 3 (July - September 2015) . - pp 601 - 632 Titre : A comparison and evaluation of map construction algorithms using vehicle tracking data Type de document : Article/Communication Auteurs : Mahmuda Ahmed, Auteur ; Sophia Karagiorgou, Auteur ; Dieter Pfose, Auteur ; Carola Wenk, Auteur Année de publication : 2015 Article en page(s) : pp 601 - 632 Note générale : bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Géomatique [Termes IGN] analyse comparative [Termes IGN] cartographie automatique [Termes IGN] conception cartographique [Termes IGN] évaluation [Termes IGN] lever mobile [Termes IGN] test de performance Résumé : (auteur) Map construction methods automatically produce and/or update street map datasets using vehicle tracking data. Enabled by the ubiquitous generation of geo-referenced tracking data, there has been a recent surge in map construction algorithms coming from different computer science domains. A cross-comparison of the various algorithms is still very rare, since (i) algorithms and constructed maps are generally not publicly available and (ii) there is no standard approach to assess the result quality, given the lack of benchmark data and quantitative evaluation methods. This work represents a first comprehensive attempt to benchmark such map construction algorithms. We provide an evaluation and comparison of seven algorithms using four datasets and four different evaluation measures. In addition to this comprehensive comparison, we make our datasets, source code of map construction algorithms and evaluation measures publicly available on http://​mapconstruction.​org.​ This site has been established as a repository for map construction data and algorithms and we invite other researchers to contribute by uploading code and benchmark data supporting their contributions to map construction algorithms. Numéro de notice : A2015-498 Affiliation des auteurs : non IGN Thématique : GEOMATIQUE Nature : Article DOI : 10.1007/s10707-014-0222-6 Date de publication en ligne : 28/10/2014 En ligne : https://doi.org/10.1007/s10707-014-0222-6 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=77310 [article]