{"id":"https://openalex.org/W2889513363","doi":"https://doi.org/10.1109/access.2018.2862382","title":"Joint Feature and Similarity Deep Learning for Vehicle Re-identification","display_name":"Joint Feature and Similarity Deep Learning for Vehicle Re-identification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889513363","doi":"https://doi.org/10.1109/access.2018.2862382","mag":"2889513363"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2862382","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2862382","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2862382","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033119978","display_name":"Jianqing Zhu","orcid":"https://orcid.org/0000-0001-8840-3629"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqing Zhu","raw_affiliation_strings":["Fujian Provincial Academic Engineering Research Centre in Industrial Intellectual Techniques and Systems, College of Engineering, Huaqiao University, Quanzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8840-3629","affiliations":[{"raw_affiliation_string":"Fujian Provincial Academic Engineering Research Centre in Industrial Intellectual Techniques and Systems, College of Engineering, Huaqiao University, Quanzhou, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035422552","display_name":"Huanqiang Zeng","orcid":"https://orcid.org/0000-0002-2802-7745"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanqiang Zeng","raw_affiliation_strings":["College of Information Science and Engineering, Huaqiao University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Huaqiao University, Xiamen, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056542640","display_name":"Yongzhao Du","orcid":"https://orcid.org/0000-0003-4261-9648"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongzhao Du","raw_affiliation_strings":["Fujian Provincial Academic Engineering Research Centre in Industrial Intellectual Techniques and Systems, College of Engineering, Huaqiao University, Quanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Provincial Academic Engineering Research Centre in Industrial Intellectual Techniques and Systems, College of Engineering, Huaqiao University, Quanzhou, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109299788","display_name":"Zhen Lei","orcid":"https://orcid.org/0000-0002-0791-189X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Lei","raw_affiliation_strings":["Center for Biometrics and Security Research and the National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biometrics and Security Research and the National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051758870","display_name":"Lixin Zheng","orcid":"https://orcid.org/0000-0002-5146-8661"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Zheng","raw_affiliation_strings":["Fujian Provincial Academic Engineering Research Centre in Industrial Intellectual Techniques and Systems, College of Engineering, Huaqiao University, Quanzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5146-8661","affiliations":[{"raw_affiliation_string":"Fujian Provincial Academic Engineering Research Centre in Industrial Intellectual Techniques and Systems, College of Engineering, Huaqiao University, Quanzhou, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114170545","display_name":"Canhui Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Canhui Cai","raw_affiliation_strings":["Fujian Provincial Academic Engineering Research Centre in Industrial Intellectual Techniques and Systems, College of Engineering, Huaqiao University, Quanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Provincial Academic Engineering Research Centre in Industrial Intellectual Techniques and Systems, College of Engineering, Huaqiao University, Quanzhou, China","institution_ids":["https://openalex.org/I119045251"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.5553,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.9048113,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"43724","last_page":"43731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.998199999332428,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.9138201475143433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7724325656890869},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7361170649528503},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6995711922645569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6716691255569458},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6692962050437927},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6407003998756409},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5694149732589722},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5049169659614563},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4773540496826172},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4337235689163208},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3632177710533142},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10770410299301147}],"concepts":[{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.9138201475143433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7724325656890869},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7361170649528503},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6995711922645569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6716691255569458},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6692962050437927},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6407003998756409},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5694149732589722},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5049169659614563},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4773540496826172},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4337235689163208},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3632177710533142},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10770410299301147},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2862382","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2862382","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5a775f538cbb4df6b6fd48196daacea2","is_oa":true,"landing_page_url":"https://doaj.org/article/5a775f538cbb4df6b6fd48196daacea2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 43724-43731 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2862382","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2862382","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1478791816","display_name":null,"funder_award_id":"61502491","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G180670277","display_name":null,"funder_award_id":"2018J01090","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G189775052","display_name":null,"funder_award_id":"61672521","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2060605426","display_name":null,"funder_award_id":"61401167","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G329873893","display_name":null,"funder_award_id":"14BS201","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G4732145136","display_name":null,"funder_award_id":"3502Z20173045","funder_id":"https://openalex.org/F4320311847","funder_display_name":"Xiamen Municipal Bureau of Science and Technology"},{"id":"https://openalex.org/G6979566307","display_name":null,"funder_award_id":"61473291","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7120274162","display_name":null,"funder_award_id":"61375037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7168128240","display_name":null,"funder_award_id":"14BS204","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G8002539274","display_name":"\u57fa\u4e8e\u7c7b\u7f16\u7801\u7684\u6df1\u5ea6\u7f51\u7edc\u5b66\u4e60\u7814\u7a76","funder_award_id":"61572501","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8170895467","display_name":null,"funder_award_id":"61572536","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8251147277","display_name":null,"funder_award_id":"61602191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8818777554","display_name":null,"funder_award_id":"2016J01308","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G8964406701","display_name":null,"funder_award_id":"16BS108","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G98100143","display_name":"\u591a\u89c6\u70b9\u591a\u63cf\u8ff0\u89c6\u9891\u7f16\u7801\u5173\u952e\u6280\u672f\u7684\u7814\u7a76","funder_award_id":"61372107","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311847","display_name":"Xiamen Municipal Bureau of Science and Technology","ror":"https://ror.org/006mtxa58"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320322182","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W41482161","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1949591461","https://openalex.org/W1958236864","https://openalex.org/W1963882359","https://openalex.org/W1985383544","https://openalex.org/W1998808035","https://openalex.org/W2097117768","https://openalex.org/W2109032227","https://openalex.org/W2135442311","https://openalex.org/W2144172034","https://openalex.org/W2151065677","https://openalex.org/W2157364932","https://openalex.org/W2163605009","https://openalex.org/W2204750386","https://openalex.org/W2300840837","https://openalex.org/W2470322391","https://openalex.org/W2512434173","https://openalex.org/W2591488409","https://openalex.org/W2756012011","https://openalex.org/W2776879428","https://openalex.org/W2789546350","https://openalex.org/W2963446712","https://openalex.org/W3098711604","https://openalex.org/W6601733005","https://openalex.org/W6638667902","https://openalex.org/W6681239517","https://openalex.org/W6682286002","https://openalex.org/W6684191040","https://openalex.org/W6749162822"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W4323060069","https://openalex.org/W3047363187","https://openalex.org/W2997424368","https://openalex.org/W3119773509","https://openalex.org/W3177373753","https://openalex.org/W3048601286","https://openalex.org/W2965925734","https://openalex.org/W4309346246"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,22,108],"joint":[4,46,52],"feature":[5,105],"and":[6,48,54,65,98,134],"similarity":[7,68,76,80],"deep":[8,24,28,40,103],"learning":[9,29,69,77,104],"(JFSDL)":[10],"method":[11,20,121],"for":[12,31],"vehicle":[13,34,85,127],"reidentification":[14],"is":[15,42,57,88,122],"proposed.":[16],"The":[17,38,51],"proposed":[18,119],"JFSDL":[19,120],"applies":[21],"siamese":[23,39],"network":[25,41],"to":[26,124],"extract":[27],"features":[30],"an":[32],"input":[33,84],"image":[35,86],"pair":[36,87,106],"simultaneously.":[37],"learned":[43,111],"under":[44],"the":[45,74,79,83,94,101,118,132],"identification":[47,53],"verification":[49,55],"supervision.":[50],"supervision":[56],"realized":[58],"by":[59,91],"linearly":[60],"combining":[61],"two":[62],"softmax":[63],"functions":[64],"one":[66],"hybrid":[67,75],"function.":[70],"Moreover,":[71],"based":[72],"on":[73,130],"function,":[78],"score":[81],"between":[82],"also":[89],"obtained":[90],"simultaneously":[92],"projecting":[93],"element-wise":[95],"absolute":[96],"difference":[97],"multiplication":[99],"of":[100,110],"corresponding":[102],"with":[107],"group":[109],"weight":[112],"coefficients.":[113],"Extensive":[114],"experiments":[115],"show":[116],"that":[117],"superior":[123],"multiple":[125],"state-of-the-art":[126],"re-identification":[128],"methods":[129],"both":[131],"VehicleID":[133],"VeRi":[135],"data":[136],"sets.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":9}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}