{"id":"https://openalex.org/W4389880332","doi":"https://doi.org/10.1109/sibgrapi59091.2023.10347153","title":"Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest","display_name":"Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest","publication_year":2023,"publication_date":"2023-11-06","ids":{"openalex":"https://openalex.org/W4389880332","doi":"https://doi.org/10.1109/sibgrapi59091.2023.10347153"},"language":"en","primary_location":{"id":"doi:10.1109/sibgrapi59091.2023.10347153","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sibgrapi59091.2023.10347153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089889369","display_name":"Lucas Costa de Faria","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Lucas Costa de Faria","raw_affiliation_strings":["Universidade Federal de Minas Gerais,Department of Computer Science,Brazil","Department of Computer Science, Universidade Federal de Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais,Department of Computer Science,Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101695024","display_name":"Matheus Brito","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Matheus Brito","raw_affiliation_strings":["Universidade Federal de Minas Gerais,Department of Computer Science,Brazil","Department of Computer Science, Universidade Federal de Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais,Department of Computer Science,Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069566549","display_name":"Keiller Nogueira","orcid":"https://orcid.org/0000-0003-3308-6384"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Keiller Nogueira","raw_affiliation_strings":["Computing Science and Mathematics, University of Stirling,United Kingdom","Computing Science and Mathematics, University of Stirling, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Computing Science and Mathematics, University of Stirling,United Kingdom","institution_ids":["https://openalex.org/I12093191"]},{"raw_affiliation_string":"Computing Science and Mathematics, University of Stirling, United Kingdom","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jefersson A. dos Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["BR","GB"],"is_corresponding":false,"raw_author_name":"Jefersson A. dos Santos","raw_affiliation_strings":["Universidade Federal de Minas Gerais,Department of Computer Science,Brazil","Department of Computer Science, University of Sheffield, United Kingdom","Department of Computer Science, Universidade Federal de Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais,Department of Computer Science,Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089889369"],"corresponding_institution_ids":["https://openalex.org/I110200422"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24193308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9929999709129333,"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"}},"topics":[{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":0.9284999966621399,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/amazon-rainforest","display_name":"Amazon rainforest","score":0.8331707715988159},{"id":"https://openalex.org/keywords/deforestation","display_name":"Deforestation (computer science)","score":0.7195636034011841},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6167634129524231},{"id":"https://openalex.org/keywords/rainforest","display_name":"Rainforest","score":0.52692711353302},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5204627513885498},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4617901146411896},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4401818513870239},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4196265935897827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41614770889282227},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4117429554462433},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.38165947794914246},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.21676155924797058},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10253122448921204}],"concepts":[{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.8331707715988159},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.7195636034011841},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6167634129524231},{"id":"https://openalex.org/C2619416","wikidata":"https://www.wikidata.org/wiki/Q9444","display_name":"Rainforest","level":2,"score":0.52692711353302},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5204627513885498},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4617901146411896},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4401818513870239},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4196265935897827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41614770889282227},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4117429554462433},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.38165947794914246},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.21676155924797058},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10253122448921204},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sibgrapi59091.2023.10347153","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sibgrapi59091.2023.10347153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.stir.ac.uk:1893/35584","is_oa":false,"landing_page_url":"http://dspace.stir.ac.uk/bitstream/1893/35584/-1/Paper_Sibgrapi_Wild_Pixels___Lucas_Costa_de_Faria.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400268","display_name":"Stirling Online Research Repository (University of Stirling)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12093191","host_organization_name":"University of Stirling","host_organization_lineage":["https://openalex.org/I12093191"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5}],"awards":[{"id":"https://openalex.org/G6079721270","display_name":null,"funder_award_id":"306955/2021-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7924848344","display_name":null,"funder_award_id":"R-2011-37776","funder_id":"https://openalex.org/F4320327890","funder_display_name":"Instituto Serrapilheira"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322980","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais","ror":"https://ror.org/00nc55f03"},{"id":"https://openalex.org/F4320327890","display_name":"Instituto Serrapilheira","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2115058414","https://openalex.org/W2194775991","https://openalex.org/W2395811491","https://openalex.org/W2549139847","https://openalex.org/W2787091153","https://openalex.org/W2884436604","https://openalex.org/W2893801697","https://openalex.org/W2913065079","https://openalex.org/W2945957599","https://openalex.org/W2955425717","https://openalex.org/W2963270775","https://openalex.org/W2963294354","https://openalex.org/W2975194617","https://openalex.org/W3006707799","https://openalex.org/W3038091703","https://openalex.org/W3088134661","https://openalex.org/W3112139896","https://openalex.org/W3138516171","https://openalex.org/W3165336848","https://openalex.org/W3184324897","https://openalex.org/W3205065304","https://openalex.org/W4285114932","https://openalex.org/W4288722736","https://openalex.org/W4312443924","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W1993531211","https://openalex.org/W2000108137","https://openalex.org/W1628300877","https://openalex.org/W2136885499","https://openalex.org/W4385818796","https://openalex.org/W2346813499","https://openalex.org/W2139637140","https://openalex.org/W2609527536","https://openalex.org/W2800427983","https://openalex.org/W2106973661"],"abstract_inverted_index":{"Amazon":[0],"rainforest":[1],"deforestation":[2,22],"severely":[3],"impacts":[4],"the":[5,24,38,136,151],"environment":[6],"in":[7,107,144,157],"many":[8],"ways,":[9],"including":[10,97],"biodiversity":[11],"reduction,":[12],"climate":[13],"change,":[14],"and":[15,45,74,126,163],"so":[16],"on.":[17],"A":[18],"key":[19],"indicator":[20],"of":[21,27,89,135,159],"is":[23],"sudden":[25],"appearance":[26],"rural/unofficial":[28],"roads,":[29],"usually":[30],"exploited":[31],"to":[32,70,115],"transport":[33],"raw":[34],"materials":[35],"extracted":[36],"from":[37],"forest.":[39],"To":[40],"early":[41],"detect":[42],"such":[43],"roads":[44],"prevent":[46],"deforestation,":[47],"remote":[48],"sensing":[49],"images":[50,84,122],"have":[51,58],"been":[52],"widely":[53],"employed.":[54],"Precisely,":[55],"some":[56],"researchers":[57],"focused":[59],"on":[60,119,124],"tackling":[61],"this":[62,108,145],"task":[63],"by":[64,94,105],"using":[65,82,139],"low-resolution":[66,83,120],"imagery,":[67],"mainly":[68],"due":[69],"their":[71],"public":[72],"availability":[73],"long":[75],"time":[76],"series.":[77],"However,":[78],"performing":[79],"road":[80,117],"extracting":[81],"poses":[85],"several":[86],"challenges,":[87],"most":[88],"which":[90],"are":[91],"not":[92],"addressed":[93],"existing":[95],"works,":[96],"high":[98],"inter-class":[99],"similarity,":[100],"complex":[101],"structure,":[102],"etc.":[103],"Motivated":[104],"this,":[106],"paper,":[109],"we":[110],"propose":[111],"a":[112,132,140],"novel":[113],"approach":[114],"perform":[116],"extraction":[118],"satellite":[121],"based":[123],"contextual":[125],"pixel-level":[127],"decision":[128],"fusion.":[129],"We":[130],"conducted":[131],"systematic":[133],"evaluation":[134],"proposed":[137,143,152],"method":[138,153],"new":[141],"dataset":[142],"work.":[146],"The":[147],"experiments":[148],"show":[149],"that":[150],"outperforms":[154],"state-of-the-art":[155],"algorithms":[156],"terms":[158],"intersection":[160],"over":[161],"union":[162],"F1-score.":[164]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}