{"id":"https://openalex.org/W4225701826","doi":"https://doi.org/10.1007/s00500-021-06726-w","title":"Automatic road sign detection and recognition based on neural network","display_name":"Automatic road sign detection and recognition based on neural network","publication_year":2022,"publication_date":"2022-01-11","ids":{"openalex":"https://openalex.org/W4225701826","doi":"https://doi.org/10.1007/s00500-021-06726-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-021-06726-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-021-06726-w","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-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/A5071516195","display_name":"Redouan Lahmyed","orcid":"https://orcid.org/0000-0003-1023-2502"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Redouan Lahmyed","raw_affiliation_strings":["LabSIV, Department of Computer Science, Faculty of Science, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-1023-2502","affiliations":[{"raw_affiliation_string":"LabSIV, Department of Computer Science, Faculty of Science, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087200808","display_name":"Mohamed El Ansari","orcid":"https://orcid.org/0000-0001-5394-9066"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]},{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed El Ansari","raw_affiliation_strings":["Informatics and Applications Laboratory, Department of Computer Science, Faculty of Science, My Ismail University, Mekn\u00e8s, Morocco","LabSIV, Department of Computer Science, Faculty of Science, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics and Applications Laboratory, Department of Computer Science, Faculty of Science, My Ismail University, Mekn\u00e8s, Morocco","institution_ids":["https://openalex.org/I4210153608"]},{"raw_affiliation_string":"LabSIV, Department of Computer Science, Faculty of Science, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002019617","display_name":"Zakaria Kerkaou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Zakaria Kerkaou","raw_affiliation_strings":["LabSIV, Department of Computer Science, Faculty of Science, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LabSIV, Department of Computer Science, Faculty of Science, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.3769,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.80983806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"26","issue":"4","first_page":"1743","last_page":"1764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7832812070846558},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7212219834327698},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.674548327922821},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5921694040298462},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5671414732933044},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5582736134529114},{"id":"https://openalex.org/keywords/traffic-sign-recognition","display_name":"Traffic sign recognition","score":0.5459164977073669},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5370914340019226},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.5199602842330933},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5074328780174255},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5069661140441895},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5058367252349854},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.48692500591278076},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.482119083404541},{"id":"https://openalex.org/keywords/dbscan","display_name":"DBSCAN","score":0.4462076723575592},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4292258620262146},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3837921917438507},{"id":"https://openalex.org/keywords/traffic-sign","display_name":"Traffic sign","score":0.36760368943214417},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.23066970705986023},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16807472705841064},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1654229462146759},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.14397624135017395},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.12952715158462524},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.07699170708656311}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7832812070846558},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7212219834327698},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.674548327922821},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5921694040298462},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5671414732933044},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5582736134529114},{"id":"https://openalex.org/C6528762","wikidata":"https://www.wikidata.org/wiki/Q1574298","display_name":"Traffic sign recognition","level":4,"score":0.5459164977073669},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5370914340019226},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.5199602842330933},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5074328780174255},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5069661140441895},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5058367252349854},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.48692500591278076},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.482119083404541},{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.4462076723575592},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4292258620262146},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3837921917438507},{"id":"https://openalex.org/C2983860417","wikidata":"https://www.wikidata.org/wiki/Q170285","display_name":"Traffic sign","level":3,"score":0.36760368943214417},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.23066970705986023},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16807472705841064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1654229462146759},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.14397624135017395},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.12952715158462524},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.07699170708656311},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-021-06726-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-021-06726-w","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G7035852293","display_name":null,"funder_award_id":"20UIZ2015","funder_id":"https://openalex.org/F4320323771","funder_display_name":"Centre National pour la Recherche Scientifique et Technique"}],"funders":[{"id":"https://openalex.org/F4320323771","display_name":"Centre National pour la Recherche Scientifique et Technique","ror":"https://ror.org/00675rp98"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W183395093","https://openalex.org/W959307196","https://openalex.org/W1566134554","https://openalex.org/W1629883980","https://openalex.org/W1963930520","https://openalex.org/W1978408345","https://openalex.org/W1992097100","https://openalex.org/W2006500012","https://openalex.org/W2007588132","https://openalex.org/W2027543779","https://openalex.org/W2039051707","https://openalex.org/W2039313011","https://openalex.org/W2042082479","https://openalex.org/W2052533453","https://openalex.org/W2053656441","https://openalex.org/W2066327668","https://openalex.org/W2067713319","https://openalex.org/W2074643422","https://openalex.org/W2077753765","https://openalex.org/W2083564146","https://openalex.org/W2084663230","https://openalex.org/W2087476390","https://openalex.org/W2092432777","https://openalex.org/W2109909336","https://openalex.org/W2115923799","https://openalex.org/W2117876524","https://openalex.org/W2125085157","https://openalex.org/W2126628495","https://openalex.org/W2133659333","https://openalex.org/W2135268372","https://openalex.org/W2136094925","https://openalex.org/W2140404173","https://openalex.org/W2144502914","https://openalex.org/W2148603752","https://openalex.org/W2152417180","https://openalex.org/W2153110463","https://openalex.org/W2185813266","https://openalex.org/W2276973678","https://openalex.org/W2479866714","https://openalex.org/W2559265382","https://openalex.org/W2605579118","https://openalex.org/W2626251365","https://openalex.org/W2627005299","https://openalex.org/W2893704132","https://openalex.org/W2898296256","https://openalex.org/W2905308706","https://openalex.org/W3032269385","https://openalex.org/W3045382546"],"related_works":["https://openalex.org/W4382897155","https://openalex.org/W4283820116","https://openalex.org/W4379231512","https://openalex.org/W4378699879","https://openalex.org/W3128164723","https://openalex.org/W4286647459","https://openalex.org/W2899819381","https://openalex.org/W2557202782","https://openalex.org/W3215426395","https://openalex.org/W2772251146"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
