{"id":"https://openalex.org/W3135708139","doi":"https://doi.org/10.1007/978-3-030-70866-5_17","title":"Road Sign Identification with Convolutional Neural Network Using TensorFlow","display_name":"Road Sign Identification with Convolutional Neural Network Using TensorFlow","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3135708139","doi":"https://doi.org/10.1007/978-3-030-70866-5_17","mag":"3135708139"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-70866-5_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70866-5_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5012586455","display_name":"Mohammed Kherarba","orcid":"https://orcid.org/0000-0001-7852-286X"},"institutions":[{"id":"https://openalex.org/I4210164694","display_name":"Hassiba Benbouali University of Chlef","ror":"https://ror.org/04yymzm67","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210164694"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Mohammed Kherarba","raw_affiliation_strings":["LME, Hassiba Ben Bouali University, Chlef, Algeria","UHBC - Universit\u00e9 Hassiba Ben Bouali de Chlef (Chlef - Algeria)"],"affiliations":[{"raw_affiliation_string":"LME, Hassiba Ben Bouali University, Chlef, Algeria","institution_ids":["https://openalex.org/I4210164694"]},{"raw_affiliation_string":"UHBC - Universit\u00e9 Hassiba Ben Bouali de Chlef (Chlef - Algeria)","institution_ids":["https://openalex.org/I4210164694"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091863801","display_name":"Mounir Tahar Abbes","orcid":"https://orcid.org/0000-0001-5132-2366"},"institutions":[{"id":"https://openalex.org/I4210164694","display_name":"Hassiba Benbouali University of Chlef","ror":"https://ror.org/04yymzm67","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210164694"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mounir Tahar Abbes","raw_affiliation_strings":["LME, Hassiba Ben Bouali University, Chlef, Algeria","UHBC - Universit\u00e9 Hassiba Ben Bouali de Chlef (Chlef - Algeria)"],"affiliations":[{"raw_affiliation_string":"LME, Hassiba Ben Bouali University, Chlef, Algeria","institution_ids":["https://openalex.org/I4210164694"]},{"raw_affiliation_string":"UHBC - Universit\u00e9 Hassiba Ben Bouali de Chlef (Chlef - Algeria)","institution_ids":["https://openalex.org/I4210164694"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061900997","display_name":"Selma Boumerdassi","orcid":"https://orcid.org/0000-0003-2603-2433"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Selma Boumerdassi","raw_affiliation_strings":["CNAM/CEDRIC, Paris, France","CEDRIC - Centre d'\u00e9tudes et de recherche en informatique et communications (292 rue Saint-Martin \r\n75141 PARIS Cedex 03\r\nCase courrier 2D4P30 - France)"],"affiliations":[{"raw_affiliation_string":"CNAM/CEDRIC, Paris, France","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124158823"]},{"raw_affiliation_string":"CEDRIC - Centre d'\u00e9tudes et de recherche en informatique et communications (292 rue Saint-Martin \r\n75141 PARIS Cedex 03\r\nCase courrier 2D4P30 - France)","institution_ids":["https://openalex.org/I4210145724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000917667","display_name":"Mohammed Seddik Meddah","orcid":"https://orcid.org/0000-0002-4758-2138"},"institutions":[{"id":"https://openalex.org/I4210164694","display_name":"Hassiba Benbouali University of Chlef","ror":"https://ror.org/04yymzm67","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210164694"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohammed Meddah","raw_affiliation_strings":["LME, Hassiba Ben Bouali University, Chlef, Algeria","UHBC - Universit\u00e9 Hassiba Ben Bouali de Chlef (Chlef - Algeria)"],"affiliations":[{"raw_affiliation_string":"LME, Hassiba Ben Bouali University, Chlef, Algeria","institution_ids":["https://openalex.org/I4210164694"]},{"raw_affiliation_string":"UHBC - Universit\u00e9 Hassiba Ben Bouali de Chlef (Chlef - Algeria)","institution_ids":["https://openalex.org/I4210164694"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028158888","display_name":"Abdelhak Benhamada","orcid":"https://orcid.org/0000-0002-2344-1381"},"institutions":[{"id":"https://openalex.org/I4210164694","display_name":"Hassiba Benbouali University of Chlef","ror":"https://ror.org/04yymzm67","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210164694"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelhak Benhamada","raw_affiliation_strings":["LME, Hassiba Ben Bouali University, Chlef, Algeria","UHBC - Universit\u00e9 Hassiba Ben Bouali de Chlef (Chlef - Algeria)"],"affiliations":[{"raw_affiliation_string":"LME, Hassiba Ben Bouali University, Chlef, Algeria","institution_ids":["https://openalex.org/I4210164694"]},{"raw_affiliation_string":"UHBC - Universit\u00e9 Hassiba Ben Bouali de Chlef (Chlef - Algeria)","institution_ids":["https://openalex.org/I4210164694"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025836665","display_name":"Mohammed Senouci","orcid":null},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohammed Senouci","raw_affiliation_strings":["University of Oran1, Oran, Algeria","Universit\u00e9 d'Oran 1 Ahmed Ben Bella [Oran] (BP 1524 ELM_Naouer 31000 oran - Algeria)"],"affiliations":[{"raw_affiliation_string":"University of Oran1, Oran, Algeria","institution_ids":["https://openalex.org/I137407579"]},{"raw_affiliation_string":"Universit\u00e9 d'Oran 1 Ahmed Ben Bella [Oran] (BP 1524 ELM_Naouer 31000 oran - Algeria)","institution_ids":["https://openalex.org/I137407579"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012586455"],"corresponding_institution_ids":["https://openalex.org/I4210164694"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.2925,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76245704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"255","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9991000294685364,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.8768818974494934},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8267567157745361},{"id":"https://openalex.org/keywords/traffic-sign-recognition","display_name":"Traffic sign recognition","score":0.6706451177597046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6646051406860352},{"id":"https://openalex.org/keywords/traffic-sign","display_name":"Traffic sign","score":0.5897648334503174},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.587192714214325},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.530408501625061},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5111899971961975},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4911951720714569},{"id":"https://openalex.org/keywords/notice","display_name":"Notice","score":0.46448665857315063},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.4600207209587097},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4534892141819},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.41106632351875305},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35800230503082275}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8768818974494934},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8267567157745361},{"id":"https://openalex.org/C6528762","wikidata":"https://www.wikidata.org/wiki/Q1574298","display_name":"Traffic sign recognition","level":4,"score":0.6706451177597046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6646051406860352},{"id":"https://openalex.org/C2983860417","wikidata":"https://www.wikidata.org/wiki/Q170285","display_name":"Traffic sign","level":3,"score":0.5897648334503174},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.587192714214325},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.530408501625061},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5111899971961975},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4911951720714569},{"id":"https://openalex.org/C2779913896","wikidata":"https://www.wikidata.org/wiki/Q7063001","display_name":"Notice","level":2,"score":0.46448665857315063},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.4600207209587097},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4534892141819},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.41106632351875305},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35800230503082275},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-70866-5_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70866-5_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-03734210v1","is_oa":false,"landing_page_url":"https://cnam.hal.science/hal-03734210","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning for Networking, Nov 2020, Paris, France. pp.255-264, &#x27E8;10.1007/978-3-030-70866-5_17&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W57958645","https://openalex.org/W180046639","https://openalex.org/W1501691825","https://openalex.org/W1544180249","https://openalex.org/W1987857333","https://openalex.org/W2025951822","https://openalex.org/W2036788783","https://openalex.org/W2067713319","https://openalex.org/W2079854881","https://openalex.org/W2089181482","https://openalex.org/W2102605133","https://openalex.org/W2109722393","https://openalex.org/W2110591696","https://openalex.org/W2115036400","https://openalex.org/W2116225936","https://openalex.org/W2130108886","https://openalex.org/W2131020982","https://openalex.org/W2141645523","https://openalex.org/W2181999540","https://openalex.org/W2523198174","https://openalex.org/W2529543620","https://openalex.org/W2605579118","https://openalex.org/W2624283384","https://openalex.org/W2808910047","https://openalex.org/W2903456157","https://openalex.org/W2962949934","https://openalex.org/W3009142993","https://openalex.org/W3011685483"],"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/W4382176313"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
