{"id":"https://openalex.org/W4292622078","doi":"https://doi.org/10.1145/3546157.3546166","title":"Traffic Sign Recognition with Vision Transformers","display_name":"Traffic Sign Recognition with Vision Transformers","publication_year":2022,"publication_date":"2022-05-27","ids":{"openalex":"https://openalex.org/W4292622078","doi":"https://doi.org/10.1145/3546157.3546166"},"language":"en","primary_location":{"id":"doi:10.1145/3546157.3546166","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546157.3546166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 the 6th International Conference on Information System and Data Mining","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/A5081906674","display_name":"Haolan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haolan Wang","raw_affiliation_strings":["Nanjing University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081906674"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":1.1073,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.78514322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9983999729156494,"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":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/traffic-sign-recognition","display_name":"Traffic sign recognition","score":0.842807948589325},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7862159013748169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6707881689071655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5782818794250488},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47987857460975647},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.4502888023853302},{"id":"https://openalex.org/keywords/traffic-sign","display_name":"Traffic sign","score":0.4329100251197815},{"id":"https://openalex.org/keywords/peripheral-vision","display_name":"Peripheral vision","score":0.4284440279006958},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3202030062675476},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.29605725407600403},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2670218348503113},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.1132875382900238},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10101673007011414}],"concepts":[{"id":"https://openalex.org/C6528762","wikidata":"https://www.wikidata.org/wiki/Q1574298","display_name":"Traffic sign recognition","level":4,"score":0.842807948589325},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7862159013748169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6707881689071655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5782818794250488},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47987857460975647},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.4502888023853302},{"id":"https://openalex.org/C2983860417","wikidata":"https://www.wikidata.org/wiki/Q170285","display_name":"Traffic sign","level":3,"score":0.4329100251197815},{"id":"https://openalex.org/C185761835","wikidata":"https://www.wikidata.org/wiki/Q1431287","display_name":"Peripheral vision","level":2,"score":0.4284440279006958},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3202030062675476},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.29605725407600403},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2670218348503113},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.1132875382900238},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10101673007011414},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3546157.3546166","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546157.3546166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 the 6th International Conference on Information System and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2887850625","https://openalex.org/W2924149867","https://openalex.org/W2964461714","https://openalex.org/W2973271139","https://openalex.org/W3004860639","https://openalex.org/W3006845699","https://openalex.org/W3033262357","https://openalex.org/W3046772831","https://openalex.org/W3097819087","https://openalex.org/W3111897001","https://openalex.org/W6600713050","https://openalex.org/W6600755281","https://openalex.org/W6603860191","https://openalex.org/W6607999579","https://openalex.org/W6635487051"],"related_works":["https://openalex.org/W4382897155","https://openalex.org/W4379231512","https://openalex.org/W4283820116","https://openalex.org/W4378699879","https://openalex.org/W3128164723","https://openalex.org/W3215426395","https://openalex.org/W4286647459","https://openalex.org/W2557202782","https://openalex.org/W2790032261","https://openalex.org/W2899819381"],"abstract_inverted_index":{"Traffic":[0],"sign":[1,43],"recognition":[2],"is":[3,28],"an":[4],"integral":[5],"part":[6],"of":[7,23],"future":[8],"autonomous":[9],"driving":[10],"systems.":[11],"Deep":[12],"learning":[13],"has":[14,58,77],"been":[15],"applied":[16],"in":[17,39],"this":[18,31],"task,":[19],"while":[20],"the":[21,24,46,54,62,66,72],"performance":[22,60],"recent":[25],"vision":[26,35,56,74],"Transformers":[27,36,75],"unexplored.":[29],"In":[30],"study,":[32],"eight":[33],"different":[34],"are":[37],"validated":[38],"three":[40],"real-world":[41],"traffic":[42],"datasets":[44],"for":[45],"first":[47],"time.":[48],"The":[49],"experimental":[50],"results":[51],"demonstrate":[52],"that":[53],"best":[55,73],"Transformer":[57],"a":[59],"between":[61],"pre-trained":[63],"DenseNet":[64,67],"and":[65],"trained":[68],"from":[69],"scratch.":[70],"Besides,":[71],"model":[76],"less":[78],"training":[79],"time":[80],"compared":[81],"to":[82],"DenseNet.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
