{"id":"https://openalex.org/W4403170949","doi":"https://doi.org/10.1007/978-3-031-71804-5_12","title":"Road Sign Recognition Using Convolutional Neural Networks","display_name":"Road Sign Recognition Using Convolutional Neural Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403170949","doi":"https://doi.org/10.1007/978-3-031-71804-5_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-71804-5_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-71804-5_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5092841230","display_name":"Viktor Mukovoz","orcid":"https://orcid.org/0009-0001-4196-7854"},"institutions":[{"id":"https://openalex.org/I4210149696","display_name":"Zhytomyr Polytechnic State University","ror":"https://ror.org/04r5xzk86","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210149696"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Viktor Mukovoz","raw_affiliation_strings":["Zhytomyr Polytechnic State University, 103 Chudnivsyka Street, Zhytomyr, 10005, Ukraine"],"affiliations":[{"raw_affiliation_string":"Zhytomyr Polytechnic State University, 103 Chudnivsyka Street, Zhytomyr, 10005, Ukraine","institution_ids":["https://openalex.org/I4210149696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077495562","display_name":"Tetiana \u0410. Vakaliuk","orcid":"https://orcid.org/0000-0001-6825-4697"},"institutions":[{"id":"https://openalex.org/I4210149696","display_name":"Zhytomyr Polytechnic State University","ror":"https://ror.org/04r5xzk86","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210149696"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Tetiana Vakaliuk","raw_affiliation_strings":["Zhytomyr Polytechnic State University, 103 Chudnivsyka Street, Zhytomyr, 10005, Ukraine"],"affiliations":[{"raw_affiliation_string":"Zhytomyr Polytechnic State University, 103 Chudnivsyka Street, Zhytomyr, 10005, Ukraine","institution_ids":["https://openalex.org/I4210149696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086547751","display_name":"\u0421\u0435\u0440\u0433\u0456\u0439 \u041e\u043b\u0435\u043a\u0441\u0456\u0439\u043e\u0432\u0438\u0447 \u0421\u0435\u043c\u0435\u0440\u0456\u043a\u043e\u0432","orcid":"https://orcid.org/0000-0003-0789-0272"},"institutions":[{"id":"https://openalex.org/I4210108589","display_name":"Kryvyi Rih State Pedagogical University","ror":"https://ror.org/01wx1q736","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210108589"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Serhiy Semerikov","raw_affiliation_strings":["Kryvyi Rih State Pedagogical University, 54 Universytetskyi Avenue, Kryvyi Rih, 50086, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kryvyi Rih State Pedagogical University, 54 Universytetskyi Avenue, Kryvyi Rih, 50086, Ukraine","institution_ids":["https://openalex.org/I4210108589"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092841230"],"corresponding_institution_ids":["https://openalex.org/I4210149696"],"apc_list":null,"apc_paid":null,"fwci":1.3119,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87395487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"172","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9986000061035156,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9986000061035156,"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":0.9984999895095825,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7985751628875732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.657251238822937},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.6499534249305725},{"id":"https://openalex.org/keywords/traffic-sign-recognition","display_name":"Traffic sign recognition","score":0.6049669981002808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4628433883190155},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45417922735214233},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38347649574279785},{"id":"https://openalex.org/keywords/traffic-sign","display_name":"Traffic sign","score":0.3160047233104706},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07549455761909485}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7985751628875732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.657251238822937},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.6499534249305725},{"id":"https://openalex.org/C6528762","wikidata":"https://www.wikidata.org/wiki/Q1574298","display_name":"Traffic sign recognition","level":4,"score":0.6049669981002808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4628433883190155},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45417922735214233},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38347649574279785},{"id":"https://openalex.org/C2983860417","wikidata":"https://www.wikidata.org/wiki/Q170285","display_name":"Traffic sign","level":3,"score":0.3160047233104706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07549455761909485},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-71804-5_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-71804-5_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4099999964237213,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2117876524","https://openalex.org/W2125085157","https://openalex.org/W2194775991","https://openalex.org/W3011129986","https://openalex.org/W3123122993","https://openalex.org/W3136474170","https://openalex.org/W4221161418","https://openalex.org/W4236440261","https://openalex.org/W4285322187","https://openalex.org/W4311038846","https://openalex.org/W4320004301","https://openalex.org/W4353064709","https://openalex.org/W4385855369","https://openalex.org/W4386287112","https://openalex.org/W4387211221","https://openalex.org/W4387415314"],"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/W4309650776","https://openalex.org/W4386037136","https://openalex.org/W3021119405","https://openalex.org/W3047972781"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}
