{"id":"https://openalex.org/W2147036598","doi":"https://doi.org/10.1109/ijcnn.2008.4634347","title":"Support vector machines for traffic signs recognition","display_name":"Support vector machines for traffic signs recognition","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2147036598","doi":"https://doi.org/10.1109/ijcnn.2008.4634347","mag":"2147036598"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4634347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","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/A5076712745","display_name":"Min Shi","orcid":"https://orcid.org/0000-0002-7200-1702"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Min Shi","raw_affiliation_strings":["Computer and Information Science Department, Norwegian University of Science and Technology, Trondheim, Norway","Comput. & Inf. Sci. Dept., Norwegian Univ. of Sci. & Technol., Trondheim#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer and Information Science Department, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Comput. & Inf. Sci. Dept., Norwegian Univ. of Sci. & Technol., Trondheim#TAB#","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112605568","display_name":"Haifeng Wu","orcid":"https://orcid.org/0000-0001-7149-9580"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Haifeng Wu","raw_affiliation_strings":["Engineering Cybernetic Department, Norwegian University of Science and Technology, Trondheim, Norway","Eng. Cybern. Dept., Norwegian Univ. of Sci. & Technol., Trondheim"],"affiliations":[{"raw_affiliation_string":"Engineering Cybernetic Department, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Eng. Cybern. Dept., Norwegian Univ. of Sci. & Technol., Trondheim","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055597439","display_name":"Hasan Fleyeh","orcid":"https://orcid.org/0000-0002-1429-2345"},"institutions":[{"id":"https://openalex.org/I122274158","display_name":"Dalarna University","ror":"https://ror.org/000hdh770","country_code":"SE","type":"education","lineage":["https://openalex.org/I122274158"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hasan Fleyeh","raw_affiliation_strings":["Computer Science Department, Dalarna University, Borlange, Sweden"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Dalarna University, Borlange, Sweden","institution_ids":["https://openalex.org/I122274158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076712745"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":2.8094,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.91528854,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3820","last_page":"3827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.992900013923645,"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/T10057","display_name":"Face and Expression Recognition","score":0.992900013923645,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.9854000210762024,"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/support-vector-machine","display_name":"Support vector machine","score":0.870728611946106},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6993789672851562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6658087372779846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.649490237236023},{"id":"https://openalex.org/keywords/traffic-sign-recognition","display_name":"Traffic sign recognition","score":0.5789652466773987},{"id":"https://openalex.org/keywords/traffic-sign","display_name":"Traffic sign","score":0.567986011505127},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.5359976887702942},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4836943745613098},{"id":"https://openalex.org/keywords/speed-limit","display_name":"Speed limit","score":0.451637327671051},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.43505072593688965},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3466067314147949},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18014651536941528},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.095905601978302}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.870728611946106},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6993789672851562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6658087372779846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.649490237236023},{"id":"https://openalex.org/C6528762","wikidata":"https://www.wikidata.org/wiki/Q1574298","display_name":"Traffic sign recognition","level":4,"score":0.5789652466773987},{"id":"https://openalex.org/C2983860417","wikidata":"https://www.wikidata.org/wiki/Q170285","display_name":"Traffic sign","level":3,"score":0.567986011505127},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.5359976887702942},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4836943745613098},{"id":"https://openalex.org/C2780210587","wikidata":"https://www.wikidata.org/wiki/Q1077350","display_name":"Speed limit","level":2,"score":0.451637327671051},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.43505072593688965},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3466067314147949},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18014651536941528},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.095905601978302},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4634347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W34176136","https://openalex.org/W175058090","https://openalex.org/W202219557","https://openalex.org/W2003260632","https://openalex.org/W2086936614","https://openalex.org/W2091530225","https://openalex.org/W2099968951","https://openalex.org/W2111502429","https://openalex.org/W2116929232","https://openalex.org/W2117580891","https://openalex.org/W2118376687","https://openalex.org/W2119821739","https://openalex.org/W2140126736","https://openalex.org/W2148603752","https://openalex.org/W2150581781","https://openalex.org/W2157239837","https://openalex.org/W2159498975","https://openalex.org/W2161920802","https://openalex.org/W2166099224","https://openalex.org/W2172000360","https://openalex.org/W2282078507","https://openalex.org/W3163638146","https://openalex.org/W4214597316","https://openalex.org/W4239510810","https://openalex.org/W4285719527","https://openalex.org/W6608265429","https://openalex.org/W6634339819","https://openalex.org/W6675014408","https://openalex.org/W6683380652","https://openalex.org/W6795924076"],"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/W2024616035"],"abstract_inverted_index":{"In":[0,19],"many":[1],"traffic":[2,17,41,101],"sign":[3,42,102,121],"recognition":[4,82],"system,":[5],"one":[6],"of":[7,16,40,47,53,79,99,134,142,161],"the":[8,14,64,67,77,80,140,159],"main":[9],"tasks":[10],"is":[11],"to":[12,66,157,171],"classify":[13],"shapes":[15,43,103,122],"sign.":[18],"this":[20],"paper,":[21],"we":[22],"have":[23,111,116,154],"developed":[24],"a":[25],"shape-based":[26],"classification":[27,123,163],"model":[28,83,136,143,167],"by":[29],"using":[30,84],"support":[31],"vector":[32],"machines.":[33],"We":[34,73],"focused":[35],"on":[36,120,127,139],"recognizing":[37],"seven":[38],"categories":[39,46],"and":[44,57,71,75,88,91,104,124,150],"five":[45],"speed":[48,106,128],"limit":[49,107,129],"signs.":[50,108],"Two":[51,145],"kinds":[52],"features,":[54],"binary":[55],"image":[56],"Zernike":[58],"moments,":[59],"were":[60,168],"used":[61],"for":[62,69],"representing":[63],"data":[65,96],"SVM":[68,81,92,135,166],"training":[70],"test.":[72],"compared":[74],"analyzed":[76],"performances":[78,160],"different":[85,89],"feature":[86],"representations":[87],"kernels":[90],"types.":[93],"Our":[94],"experimental":[95],"sets":[97],"consisted":[98],"350":[100],"250":[105],"Experimental":[109],"results":[110],"shown":[112,170],"excellent":[113],"results,":[114],"which":[115],"achieved":[117],"100%":[118],"accuracy":[119,126],"99%":[125],"signs":[130],"classification.":[131],"The":[132,165],"performance":[133],"highly":[137],"depends":[138],"choice":[141],"parameters.":[144],"search":[146,149,153],"algorithms,":[147],"grid":[148],"simulated":[151],"annealing":[152],"been":[155],"implemented":[156],"improve":[158],"our":[162],"model.":[164,178],"also":[169],"be":[172],"more":[173],"effective":[174],"than":[175],"Fuzzy":[176],"ARTMAP":[177]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
