{"id":"https://openalex.org/W2764207733","doi":"https://doi.org/10.1145/3133264.3133275","title":"Fine Tuning Based SqueezeNet for Vehicle Classification","display_name":"Fine Tuning Based SqueezeNet for Vehicle Classification","publication_year":2017,"publication_date":"2017-08-25","ids":{"openalex":"https://openalex.org/W2764207733","doi":"https://doi.org/10.1145/3133264.3133275","mag":"2764207733"},"language":"en","primary_location":{"id":"doi:10.1145/3133264.3133275","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3133264.3133275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Image Processing","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/A5082568153","display_name":"Ali Suryaperdana Agoes","orcid":"https://orcid.org/0000-0001-6109-3181"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ali Suryaperdana Agoes","raw_affiliation_strings":["Department of Information Technology on Human and Environmental Science, Kumamoto University, Chuo-Ku, Kumamoto, Kumamoto, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology on Human and Environmental Science, Kumamoto University, Chuo-Ku, Kumamoto, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102050451","display_name":"Zhencheng Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhencheng Hu","raw_affiliation_strings":["Department of Information Technology on Human and Environmental Science, Kumamoto University, Chuo-Ku, Kumamoto, Kumamoto, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology on Human and Environmental Science, Kumamoto University, Chuo-Ku, Kumamoto, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025823182","display_name":"Nobutomo Matsunaga","orcid":"https://orcid.org/0009-0000-8211-8376"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobutomo Matsunaga","raw_affiliation_strings":["Department of Information Technology on Human and Environmental Science, Kumamoto University, Chuo-Ku, Kumamoto, Kumamoto, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology on Human and Environmental Science, Kumamoto University, Chuo-Ku, Kumamoto, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082568153"],"corresponding_institution_ids":["https://openalex.org/I96036126"],"apc_list":null,"apc_paid":null,"fwci":0.9458,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80851586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"14","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9987000226974487,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.794007420539856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6890437006950378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6098034977912903},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5062369704246521},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4545910954475403},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4520745277404785},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3898509442806244},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3731731176376343},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13085195422172546}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.794007420539856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6890437006950378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6098034977912903},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5062369704246521},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4545910954475403},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4520745277404785},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3898509442806244},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3731731176376343},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13085195422172546},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3133264.3133275","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3133264.3133275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.550000011920929,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W29773604","https://openalex.org/W592081968","https://openalex.org/W1910619957","https://openalex.org/W2075323927","https://openalex.org/W2099695159","https://openalex.org/W2119860750","https://openalex.org/W2129326620","https://openalex.org/W2155893237","https://openalex.org/W2161381512","https://openalex.org/W2162780194","https://openalex.org/W2244122599","https://openalex.org/W2279098554","https://openalex.org/W2362163200","https://openalex.org/W2440599146","https://openalex.org/W4236965008","https://openalex.org/W4394670654","https://openalex.org/W6684089654"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2933063649","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4307474743","https://openalex.org/W2885094885","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127"],"abstract_inverted_index":{"The":[0,41],"vehicle":[1,20],"classification":[2,21,48],"contributes":[3],"in":[4],"many":[5],"important":[6],"aspects":[7],"of":[8,18,45,54,67],"road":[9],"management.":[10],"In":[11],"this":[12],"paper,":[13],"we":[14,62,97],"convey":[15],"our":[16],"result":[17],"the":[19,24,30,35,46,52,64,68,79,91,106,110],"based":[22],"on":[23,34],"deep":[25],"net":[26,107],"prediction.":[27],"We":[28,76],"fine-tuned":[29],"recently":[31],"published":[32],"SqueezeNet":[33,103],"Miovision":[36],"Traffic":[37],"Camera":[38],"Dataset":[39],"(MIO-TCD)1.":[40],"imbalanced":[42,92],"instance":[43,65,81,93],"distribution":[44,66,82],"MIO-TCD":[47],"training":[49,69,94],"section":[50],"portrays":[51],"nature":[53],"traffic":[55],"scene.":[56],"To":[57],"give":[58],"a":[59,101],"better":[60],"generalization,":[61],"redesign":[63],"dataset":[70],"by":[71],"implementing":[72],"augmentation":[73],"and":[74],"reduction.":[75],"find":[77],"that":[78,99],"balanced":[80],"delivers":[83],"significant":[84],"minority":[85],"class":[86],"prediction":[87],"accuracy":[88],"improvement":[89],"over":[90,109],"dataset.":[95],"Also,":[96],"show":[98],"fine-tuning":[100],"pre-trained":[102],"effectively":[104],"increase":[105],"performance":[108],"baseline":[111],"models.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}