{"id":"https://openalex.org/W3098510533","doi":"https://doi.org/10.24963/ijcai.2019/586","title":"Progressive Transfer Learning for Person Re-identification","display_name":"Progressive Transfer Learning for Person Re-identification","publication_year":2019,"publication_date":"2019-07-28","ids":{"openalex":"https://openalex.org/W3098510533","doi":"https://doi.org/10.24963/ijcai.2019/586","mag":"3098510533"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2019/586","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/586","pdf_url":"https://www.ijcai.org/proceedings/2019/0586.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2019/0586.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053762066","display_name":"Zhengxu Yu","orcid":"https://orcid.org/0000-0002-6059-0300"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengxu Yu","raw_affiliation_strings":["State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China","State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China,"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China,","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078722945","display_name":"Zhongming Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongming Jin","raw_affiliation_strings":["DAMO Academy, Alibaba Group, Hangzhou, China","DAMO Academy, Alibaba Group, Hangzhou, China,"],"affiliations":[{"raw_affiliation_string":"DAMO Academy, Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]},{"raw_affiliation_string":"DAMO Academy, Alibaba Group, Hangzhou, China,","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101564038","display_name":"Long Wei","orcid":"https://orcid.org/0000-0003-4021-1083"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Wei","raw_affiliation_strings":["State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China","State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China,"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China,","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031172498","display_name":"Jishun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113138","display_name":"Guangzhou Automobile Group (China)","ror":"https://ror.org/026fzn952","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210113138"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jishun Guo","raw_affiliation_strings":["GAC R&D Center, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"GAC R&D Center, Guangzhou, China","institution_ids":["https://openalex.org/I4210113138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079865276","display_name":"Jianqiang Huang","orcid":"https://orcid.org/0000-0001-5735-2910"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqiang Huang","raw_affiliation_strings":["DAMO Academy, Alibaba Group, Hangzhou, China","DAMO Academy, Alibaba Group, Hangzhou, China,"],"affiliations":[{"raw_affiliation_string":"DAMO Academy, Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]},{"raw_affiliation_string":"DAMO Academy, Alibaba Group, Hangzhou, China,","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037942269","display_name":"Deng Cai","orcid":"https://orcid.org/0000-0001-9817-4065"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deng Cai","raw_affiliation_strings":["State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China","State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China,"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China,","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102013345","display_name":"Xiaofei He","orcid":"https://orcid.org/0009-0001-9107-2354"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei He","raw_affiliation_strings":["Fabu Inc., Hangzhou, China","State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China","State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China,","Fabu Inc., Hangzhou, China,"],"affiliations":[{"raw_affiliation_string":"Fabu Inc., Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China,","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Fabu Inc., Hangzhou, China,","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024965898","display_name":"Xian\u2010Sheng Hua","orcid":"https://orcid.org/0000-0002-8232-5049"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian-Sheng Hua","raw_affiliation_strings":["DAMO Academy, Alibaba Group, Hangzhou, China","DAMO Academy, Alibaba Group, Hangzhou, China,"],"affiliations":[{"raw_affiliation_string":"DAMO Academy, Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]},{"raw_affiliation_string":"DAMO Academy, Alibaba Group, Hangzhou, China,","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5053762066"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.8173,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.783843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"4220","last_page":"4226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"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":1.0,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9901000261306763,"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/computer-science","display_name":"Computer science","score":0.8668936491012573},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7675348520278931},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5797171592712402},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.575287938117981},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5558621287345886},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5552889704704285},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5152750015258789},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4745127558708191},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4339144825935364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3769225478172302}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8668936491012573},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7675348520278931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5797171592712402},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.575287938117981},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5558621287345886},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5552889704704285},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5152750015258789},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4745127558708191},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4339144825935364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3769225478172302},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2019/586","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/586","pdf_url":"https://www.ijcai.org/proceedings/2019/0586.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2019/586","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/586","pdf_url":"https://www.ijcai.org/proceedings/2019/0586.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6887114618","display_name":null,"funder_award_id":"61751307","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7608752429","display_name":null,"funder_award_id":"Talent","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3098510533.pdf","grobid_xml":"https://content.openalex.org/works/W3098510533.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1821462560","https://openalex.org/W1982925187","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2336301848","https://openalex.org/W2502225121","https://openalex.org/W2585635281","https://openalex.org/W2604763608","https://openalex.org/W2618353479","https://openalex.org/W2769346661","https://openalex.org/W2771558241","https://openalex.org/W2953350812","https://openalex.org/W2962926870","https://openalex.org/W2963000559","https://openalex.org/W2963289251","https://openalex.org/W2963446712","https://openalex.org/W2963842104","https://openalex.org/W2963959597","https://openalex.org/W3100506510"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W3147584709","https://openalex.org/W4386828785","https://openalex.org/W3165580226","https://openalex.org/W2977677679"],"abstract_inverted_index":{"Model":[0],"fine-tuning":[1,15,81,152],"is":[2,33],"a":[3,16,28,56,104,123],"widely":[4],"used":[5],"transfer":[6],"learning":[7],"approach":[8],"in":[9,55],"person":[10],"Re-identification":[11],"(ReID)":[12],"applications,":[13],"which":[14,113],"pre-trained":[17,161],"feature":[18],"extraction":[19],"model":[20,29,80,151,177],"into":[21,122],"the":[22,37,41,59,65,68,83,86,91,95,116,120,133,142,150,157,160,172,175],"target":[23,42],"scenario":[24],"instead":[25],"of":[26,61,67,85,90,94,119,174],"training":[27,156],"from":[30,82],"scratch.":[31],"It":[32],"challenging":[34],"due":[35],"to":[36,131,148],"significant":[38],"variations":[39,53],"inside":[40],"scenario,":[43],"e.g.,":[44],"different":[45],"camera":[46],"viewpoint,":[47],"illumination":[48],"changes,":[49],"and":[50,64,88,126,159,183],"occlusion.":[51],"These":[52],"result":[54],"gap":[57],"between":[58],"distribution":[60,66],"each":[62],"mini-batch":[63,73,99],"whole":[69],"dataset":[70,96,121],"when":[71,97],"using":[72,98],"training.":[74,100],"In":[75],"this":[76,128],"paper,":[77],"we":[78,102,139],"study":[79],"perspective":[84],"aggregation":[87],"utilization":[89],"global":[92,117],"information":[93,118],"Specifically,":[101],"introduce":[103],"novel":[105],"network":[106],"structure":[107],"called":[108],"Batch-related":[109],"Convolutional":[110],"Cell":[111],"(BConv-Cell),":[112],"progressively":[114],"collects":[115],"latent":[124,129],"state":[125,130],"uses":[127],"rectify":[132],"extracted":[134],"feature.":[135],"Based":[136],"on":[137,179,192],"BConv-Cells,":[138],"further":[140],"proposed":[141],"Progressive":[143],"Transfer":[144],"Learning":[145],"(PTL)":[146],"method":[147],"facilitate":[149],"process":[153],"by":[154],"joint":[155],"BConv-Cells":[158],"ReID":[162,176],"model.":[163],"Empirical":[164],"experiments":[165],"show":[166],"that":[167],"our":[168],"proposal":[169],"can":[170],"improve":[171],"performance":[173],"greatly":[178],"MSMT17,":[180],"Market-1501,":[181],"CUHK03":[182],"DukeMTMC-reID":[184],"datasets.":[185],"The":[186],"code":[187],"will":[188],"be":[189],"released":[190],"later":[191],"at":[193],"\\url{https://github.com/ZJULearning/PTL}":[194]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
