{"id":"https://openalex.org/W2947568086","doi":"https://doi.org/10.1007/s00779-019-01234-z","title":"A deep learning approach to automatic road surface monitoring and pothole detection","display_name":"A deep learning approach to automatic road surface monitoring and pothole detection","publication_year":2019,"publication_date":"2019-05-27","ids":{"openalex":"https://openalex.org/W2947568086","doi":"https://doi.org/10.1007/s00779-019-01234-z","mag":"2947568086"},"language":"en","primary_location":{"id":"doi:10.1007/s00779-019-01234-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00779-019-01234-z","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11336/120932","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079903279","display_name":"Braian Ra\u00fal Varona","orcid":null},"institutions":[{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]},{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Braian Varona","raw_affiliation_strings":["ISISTAN Research Institute (CONICET-UNICEN), Tandil, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISISTAN Research Institute (CONICET-UNICEN), Tandil, Argentina","institution_ids":["https://openalex.org/I4210104225","https://openalex.org/I3130805194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079021193","display_name":"Ariel Monteserin","orcid":"https://orcid.org/0000-0003-0876-2432"},"institutions":[{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]},{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Ariel Monteserin","raw_affiliation_strings":["ISISTAN Research Institute (CONICET-UNICEN), Tandil, Argentina"],"raw_orcid":"https://orcid.org/0000-0003-0876-2432","affiliations":[{"raw_affiliation_string":"ISISTAN Research Institute (CONICET-UNICEN), Tandil, Argentina","institution_ids":["https://openalex.org/I4210104225","https://openalex.org/I3130805194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086539786","display_name":"Alfredo Teyseyre","orcid":"https://orcid.org/0000-0003-3289-5489"},"institutions":[{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]},{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Alfredo Teyseyre","raw_affiliation_strings":["ISISTAN Research Institute (CONICET-UNICEN), Tandil, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISISTAN Research Institute (CONICET-UNICEN), Tandil, Argentina","institution_ids":["https://openalex.org/I4210104225","https://openalex.org/I3130805194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079903279"],"corresponding_institution_ids":["https://openalex.org/I3130805194","https://openalex.org/I4210104225"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":10.7725,"has_fulltext":false,"cited_by_count":165,"citation_normalized_percentile":{"value":0.98861755,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"24","issue":"4","first_page":"519","last_page":"534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11309","display_name":"Music and Audio Processing","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8159652948379517},{"id":"https://openalex.org/keywords/road-surface","display_name":"Road surface","score":0.7018274664878845},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6885870099067688},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6637185215950012},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6561582088470459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5102236270904541},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.4865964651107788},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.47254037857055664},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.44361597299575806},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4157649576663971},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4060834050178528},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37441179156303406},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37104249000549316},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08659246563911438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8159652948379517},{"id":"https://openalex.org/C2780042925","wikidata":"https://www.wikidata.org/wiki/Q1049667","display_name":"Road surface","level":2,"score":0.7018274664878845},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6885870099067688},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6637185215950012},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6561582088470459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5102236270904541},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.4865964651107788},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.47254037857055664},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.44361597299575806},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4157649576663971},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4060834050178528},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37441179156303406},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37104249000549316},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08659246563911438},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00779-019-01234-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00779-019-01234-z","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":"journal-article"},{"id":"pmh:oai:ri.conicet.gov.ar:11336/120932","is_oa":true,"landing_page_url":"http://hdl.handle.net/11336/120932","pdf_url":null,"source":{"id":"https://openalex.org/S4306401400","display_name":"Conicet","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210104196","host_organization_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Nordeste","host_organization_lineage":["https://openalex.org/I4210104196"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ri.conicet.gov.ar:11336/120932","is_oa":true,"landing_page_url":"http://hdl.handle.net/11336/120932","pdf_url":null,"source":{"id":"https://openalex.org/S4306401400","display_name":"Conicet","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210104196","host_organization_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Nordeste","host_organization_lineage":["https://openalex.org/I4210104196"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W12277440","https://openalex.org/W1499864241","https://openalex.org/W1501306604","https://openalex.org/W1600744878","https://openalex.org/W1908962573","https://openalex.org/W1989185482","https://openalex.org/W1991017891","https://openalex.org/W1997102766","https://openalex.org/W2011430131","https://openalex.org/W2024130265","https://openalex.org/W2033310064","https://openalex.org/W2033419484","https://openalex.org/W2041217742","https://openalex.org/W2047758424","https://openalex.org/W2063413791","https://openalex.org/W2069182664","https://openalex.org/W2074477564","https://openalex.org/W2080362104","https://openalex.org/W2091823376","https://openalex.org/W2122410182","https://openalex.org/W2142334564","https://openalex.org/W2144994235","https://openalex.org/W2157206292","https://openalex.org/W2170581891","https://openalex.org/W2171865010","https://openalex.org/W2294916050","https://openalex.org/W2343304052","https://openalex.org/W2401930020","https://openalex.org/W2473420485","https://openalex.org/W2501987415","https://openalex.org/W2587762351","https://openalex.org/W2621022642","https://openalex.org/W2712769911","https://openalex.org/W2736191430","https://openalex.org/W2760281038","https://openalex.org/W2768481365","https://openalex.org/W2781598438","https://openalex.org/W2784570262","https://openalex.org/W2786901062","https://openalex.org/W2789601762","https://openalex.org/W2791655660","https://openalex.org/W2803574738","https://openalex.org/W2809002558","https://openalex.org/W2885927678","https://openalex.org/W2888506415","https://openalex.org/W2894984663","https://openalex.org/W2903067558","https://openalex.org/W2905053868","https://openalex.org/W3025322046","https://openalex.org/W6600137863"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W4321369474","https://openalex.org/W2731899572","https://openalex.org/W3133861977","https://openalex.org/W4200173597","https://openalex.org/W3116150086","https://openalex.org/W2999805992","https://openalex.org/W4380075502","https://openalex.org/W4291897433","https://openalex.org/W4223943233"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":49},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
