{"id":"https://openalex.org/W2811187347","doi":"https://doi.org/10.14257/ijast.2018.115.08","title":"Road Sign Recognition Based on Shape and Color Using SURF Method for Driver Assistance System","display_name":"Road Sign Recognition Based on Shape and Color Using SURF Method for Driver Assistance System","publication_year":2018,"publication_date":"2018-06-30","ids":{"openalex":"https://openalex.org/W2811187347","doi":"https://doi.org/10.14257/ijast.2018.115.08","mag":"2811187347"},"language":"en","primary_location":{"id":"doi:10.14257/ijast.2018.115.08","doi":"https://doi.org/10.14257/ijast.2018.115.08","is_oa":true,"landing_page_url":"http://doi.org/10.14257/ijast.2018.115.08","pdf_url":"https://doi.org/10.14257/ijast.2018.115.08","source":{"id":"https://openalex.org/S2764346502","display_name":"International Journal of Advanced Science and Technology","issn_l":"2005-4238","issn":["2005-4238","2207-6360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.14257/ijast.2018.115.08","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038448323","display_name":"Muhammad Kamal Hossen","orcid":"https://orcid.org/0000-0002-4122-6829","observed_orcids":["https://orcid.org/0000-0002-4122-6829"]},"institutions":[{"id":"https://openalex.org/I102782458","display_name":"Chittagong University of Engineering & Technology","ror":"https://ror.org/052qsay17","country_code":"BD","type":"education","lineage":["https://openalex.org/I102782458"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Muhammad Kamal Hossen","raw_affiliation_strings":["Dept. of Computer Science and Engineering, CUET, Chittagong, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, CUET, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I102782458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043405486","display_name":"Arifa Sultana","orcid":"https://orcid.org/0000-0002-5855-8731","observed_orcids":["https://orcid.org/0000-0002-5855-8731","https://orcid.org/0000-0003-2554-113X"]},"institutions":[{"id":"https://openalex.org/I102782458","display_name":"Chittagong University of Engineering & Technology","ror":"https://ror.org/052qsay17","country_code":"BD","type":"education","lineage":["https://openalex.org/I102782458"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Arifa Sultana","raw_affiliation_strings":["Dept. of Computer Science and Engineering, CUET, Chittagong, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, CUET, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I102782458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031734550","display_name":"Md. Shahnur Azad Chowdhury","orcid":"https://orcid.org/0000-0003-1547-157X","observed_orcids":["https://orcid.org/0000-0003-1547-157X"]},"institutions":[{"id":"https://openalex.org/I157669161","display_name":"International Islamic University Chittagong","ror":"https://ror.org/00eda4j42","country_code":"BD","type":"education","lineage":["https://openalex.org/I157669161"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Shahnur Azad Chowdhury","raw_affiliation_strings":["Dept. of Business Administration, IIUC, Chittagong, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Business Administration, IIUC, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I157669161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085585426","display_name":"Md. Sajjatul Islam","orcid":"https://orcid.org/0000-0002-0643-3208","observed_orcids":["https://orcid.org/0000-0002-0643-3208"]},"institutions":[{"id":"https://openalex.org/I4405261541","display_name":"Chittagong Independent University","ror":"https://ror.org/05fcm5569","country_code":"BD","type":"education","lineage":["https://openalex.org/I4405261541"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Sajjatul Islam","raw_affiliation_strings":["Dept. of Computer Science and Engineering, CIU, Chittagong, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, CIU, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4405261541"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"115","issue":null,"first_page":"75","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.5952000021934509,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.5952000021934509,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.21799999475479126,"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/T13674","display_name":"Computer Science and Engineering","score":0.149399995803833,"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/traffic-sign-recognition","display_name":"traffic sign recognition","score":0.996999979019165},{"id":"https://openalex.org/keywords/driver-assistance-systems","display_name":"driver assistance systems","score":0.7990000247955322},{"id":"https://openalex.org/keywords/intelligent-transportation-systems","display_name":"intelligent transportation systems","score":0.9020000100135803},{"id":"https://openalex.org/keywords/surf-feature-matching","display_name":"SURF feature matching","score":0.8600000143051147},{"id":"https://openalex.org/keywords/color-based-detection","display_name":"color-based detection","score":0.8040000200271606},{"id":"https://openalex.org/keywords/red-channel","display_name":"red channel","score":0.5099999904632568},{"id":"https://openalex.org/keywords/binarization","display_name":"binarization","score":0.8299999833106995},{"id":"https://openalex.org/keywords/roi-extraction","display_name":"region of interest extraction","score":0.8650000095367432},{"id":"https://openalex.org/keywords/bounding-boxes","display_name":"bounding boxes","score":0.8330000042915344}],"concepts":[{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.7504596710205078},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7170296907424927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5908370614051819},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5743353366851807},{"id":"https://openalex.org/C6528762","wikidata":"https://www.wikidata.org/wiki/Q1574298","display_name":"Traffic sign recognition","level":4,"score":0.5005826950073242},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4230862557888031},{"id":"https://openalex.org/C2983860417","wikidata":"https://www.wikidata.org/wiki/Q170285","display_name":"Traffic sign","level":3,"score":0.40820419788360596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12307187914848328},{"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:10.14257/ijast.2018.115.08","doi":"https://doi.org/10.14257/ijast.2018.115.08","is_oa":true,"landing_page_url":"http://doi.org/10.14257/ijast.2018.115.08","pdf_url":"https://doi.org/10.14257/ijast.2018.115.08","source":{"id":"https://openalex.org/S2764346502","display_name":"International Journal of Advanced Science and Technology","issn_l":"2005-4238","issn":["2005-4238","2207-6360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Science and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.14257/ijast.2018.115.08","doi":"https://doi.org/10.14257/ijast.2018.115.08","is_oa":true,"landing_page_url":"http://doi.org/10.14257/ijast.2018.115.08","pdf_url":"https://doi.org/10.14257/ijast.2018.115.08","source":{"id":"https://openalex.org/S2764346502","display_name":"International Journal of Advanced Science and Technology","issn_l":"2005-4238","issn":["2005-4238","2207-6360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.8970999717712402},{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5142999887466431}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2811187347.pdf","grobid_xml":"https://content.openalex.org/works/W2811187347.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W641479887","https://openalex.org/W1434378669","https://openalex.org/W2056954840","https://openalex.org/W2105994593","https://openalex.org/W2107725877","https://openalex.org/W2120876924","https://openalex.org/W2141645523","https://openalex.org/W2587895181"],"related_works":["https://openalex.org/W2360119321","https://openalex.org/W2587895181","https://openalex.org/W2765650373","https://openalex.org/W2807472804","https://openalex.org/W2093758961","https://openalex.org/W4389322595","https://openalex.org/W2916840086","https://openalex.org/W2528150876","https://openalex.org/W2137157925","https://openalex.org/W1672082250"],"abstract_inverted_index":{"The":[0],"world":[1],"is":[2,18,25,48,94,104,123,126,139],"digitalizing":[3],"day":[4,6],"by":[5,151],"because":[7],"of":[8,11,22,36,50,80,91,115,144,183],"the":[9,34,51,55,81,92,108,113,120,129,135,142,145,154,157,187],"contribution":[10],"science":[12],"and":[13,39,72,149,190],"technology.Intelligent":[14],"Transport":[15],"System":[16],"(ITS)":[17],"a":[19,70,181],"prominent":[20,52],"innovation":[21],"this":[23],"technology.It":[24],"an":[26],"outstanding":[27],"system":[28],"which":[29,111,125],"contributes":[30],"not":[31],"only":[32],"to":[33,43,64,106,185,194],"betterment":[35],"human":[37],"lives":[38],"environment":[40],"but":[41],"also":[42],"save":[44],"time.Road":[45],"sign":[46,76,99,176],"recognition":[47],"one":[49],"sectors":[53],"in":[54,84,156,171],"ITS.It":[56],"provides":[57,167],"real-time":[58],"data":[59],"on":[60,128],"traffic":[61],"for":[62,96],"processing":[63],"take":[65],"proper":[66],"actions.This":[67],"paper":[68],"represents":[69],"color":[71,137],"shape":[73],"based":[74],"road":[75,82,98,173,175],"detection":[77],"model.As":[78],"most":[79],"signs":[83],"Bangladesh":[85],"are":[86,147,178,192],"red;":[87],"so,":[88],"red":[89],"channel":[90],"image":[93,146],"extracted":[95,148],"detecting":[97],"accurately.A":[100],"robust":[101],"binarization":[102],"technique":[103],"used":[105,124,140,179],"find":[107],"largest":[109],"blob":[110],"indicates":[112],"region":[114],"interest":[116],"(ROI).To":[117],"extract":[118],"ROI,":[119],"bounding":[121],"box":[122],"imposed":[127],"RGB":[130],"image.For":[131],"decreasing":[132],"computation":[133],"time,":[134],"grayscale":[136],"space":[138],"here.Then":[141],"features":[143],"recognized":[150],"matching":[152],"with":[153,180],"images":[155,177],"database":[158],"using":[159],"Speed":[160],"Up":[161],"Robust":[162],"Features":[163],"(SURF)":[164],"method.This":[165],"method":[166],"more":[168],"accurate":[169],"results":[170,191],"recognizing":[172],"signs.Various":[174],"variety":[182],"conditions":[184],"test":[186],"proposed":[188],"framework":[189],"presented":[193],"prove":[195],"its":[196],"effectiveness.":[197]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2018-07-10T00:00:00"}