{"id":"https://openalex.org/W3011861206","doi":"https://doi.org/10.5220/0009337306070614","title":"Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments","display_name":"Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011861206","doi":"https://doi.org/10.5220/0009337306070614","mag":"3011861206"},"language":"en","primary_location":{"id":"doi:10.5220/0009337306070614","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009337306070614","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0009337306070614","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052740063","display_name":"Amanda Costa Spolti","orcid":null},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Amanda Spolti","raw_affiliation_strings":["School of Computer Science, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063755961","display_name":"Vitor Guizilini","orcid":"https://orcid.org/0000-0002-8715-8307"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vitor Guizilini","raw_affiliation_strings":["School of Information Technologies, University of Sydney, Sydney, Australia, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technologies, University of Sydney, Sydney, Australia, --- Select a Country ---","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101597983","display_name":"Caio C\u00e9sar Teodoro Mendes","orcid":"https://orcid.org/0000-0002-3426-5969"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Caio Mendes","raw_affiliation_strings":["Department of Computer Science, Federal University of S\u00e3o Carlos, S\u00e3o Carlos, SP, Brazil, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Carlos, S\u00e3o Carlos, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110672447","display_name":"Matheus Croce","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Matheus Croce","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Paulo, SP, Brazil, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Paulo, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000374465","display_name":"Andr\u00e9 R. de Geus","orcid":"https://orcid.org/0000-0002-2017-9277"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 R. de Geus","raw_affiliation_strings":["School of Computer Science, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015355360","display_name":"Henrique C\u00e2ndido de Oliveira","orcid":"https://orcid.org/0000-0002-2783-4668"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Henrique Oliveira","raw_affiliation_strings":["Faculty of Civil Engineering, Architecture and Urbanism, State University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Architecture and Urbanism, State University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043350656","display_name":"Andr\u00e9 Ricardo Backes","orcid":"https://orcid.org/0000-0002-7486-4253"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Backes","raw_affiliation_strings":["School of Computer Science, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081787060","display_name":"Jefferson R. Souza","orcid":"https://orcid.org/0000-0001-6422-4722"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jefferson Souza","raw_affiliation_strings":["School of Computer Science, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I80850581"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2924,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.54272517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"607","last_page":"614"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aerial-imagery","display_name":"Aerial imagery","score":0.7400422692298889},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5413283109664917},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4757137894630432},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.4728550910949707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4399527311325073},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4041282534599304},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36624279618263245},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.29940077662467957},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2078942358493805}],"concepts":[{"id":"https://openalex.org/C2987819851","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial imagery","level":2,"score":0.7400422692298889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5413283109664917},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4757137894630432},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.4728550910949707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4399527311325073},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4041282534599304},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36624279618263245},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.29940077662467957},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2078942358493805}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0009337306070614","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009337306070614","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0009337306070614","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009337306070614","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2058170566","https://openalex.org/W2036807459","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2079911747"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
