{"id":"https://openalex.org/W3204525914","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534272","title":"Multi-Scale Attention Network Based on Multi-Feature Fusion for Person Re-Identification","display_name":"Multi-Scale Attention Network Based on Multi-Feature Fusion for Person Re-Identification","publication_year":2021,"publication_date":"2021-07-18","ids":{"openalex":"https://openalex.org/W3204525914","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534272","mag":"3204525914"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn52387.2021.9534272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn52387.2021.9534272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100330245","display_name":"Minghao Li","orcid":"https://orcid.org/0000-0001-7474-8116"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghao Li","raw_affiliation_strings":["Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051487216","display_name":"Liming Yuan","orcid":"https://orcid.org/0000-0002-6464-6017"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liming Yuan","raw_affiliation_strings":["Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023169451","display_name":"Xianbin Wen","orcid":"https://orcid.org/0000-0002-5748-1744"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianbin Wen","raw_affiliation_strings":["Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056912735","display_name":"Jianchen Wang","orcid":"https://orcid.org/0000-0002-8425-9129"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianchen Wang","raw_affiliation_strings":["Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035245295","display_name":"Gengsheng Xie","orcid":"https://orcid.org/0000-0003-1224-6414"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gengsheng Xie","raw_affiliation_strings":["Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091867453","display_name":"Yansong Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yansong Jia","raw_affiliation_strings":["Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,School of Computer Science and Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9952999949455261,"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":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8036965727806091},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7759644389152527},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7199617624282837},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6557494401931763},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6161365509033203},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.6023359894752502},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5905587673187256},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5483648180961609},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.544044017791748},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5207198262214661},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4028370976448059},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34553778171539307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8036965727806091},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7759644389152527},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7199617624282837},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6557494401931763},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6161365509033203},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.6023359894752502},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5905587673187256},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5483648180961609},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.544044017791748},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5207198262214661},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4028370976448059},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34553778171539307},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn52387.2021.9534272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn52387.2021.9534272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6899999976158142,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2808225986","display_name":null,"funder_award_id":"18JCYBJC84800","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G2822418666","display_name":null,"funder_award_id":"2017ZD13","funder_id":"https://openalex.org/F4320326709","funder_display_name":"Tianjin Municipal Education Commission"},{"id":"https://openalex.org/G8410050616","display_name":"\u57fa\u4e8e\u538b\u7f29\u611f\u77e5\u7684\u5927\u5c3a\u5ea6SAR\u56fe\u50cf\u4e09\u7ef4\u91cd\u5efa\u53ca\u5176\u7b97\u6cd5\u7684\u7814\u7a76","funder_award_id":"61472278","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/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null},{"id":"https://openalex.org/F4320326709","display_name":"Tianjin Municipal Education Commission","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1928419358","https://openalex.org/W1982925187","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2467139031","https://openalex.org/W2584637367","https://openalex.org/W2585635281","https://openalex.org/W2768610172","https://openalex.org/W2783855081","https://openalex.org/W2795758732","https://openalex.org/W2797752778","https://openalex.org/W2798775284","https://openalex.org/W2884585870","https://openalex.org/W2891175865","https://openalex.org/W2936178088","https://openalex.org/W2951559372","https://openalex.org/W2962706983","https://openalex.org/W2962926870","https://openalex.org/W2963049565","https://openalex.org/W2963180826","https://openalex.org/W2963842104","https://openalex.org/W2963910742","https://openalex.org/W2964044605","https://openalex.org/W2964130064","https://openalex.org/W2979938149","https://openalex.org/W3011820993","https://openalex.org/W3035539956","https://openalex.org/W3100506510","https://openalex.org/W6687888618","https://openalex.org/W6719816043","https://openalex.org/W6733146167","https://openalex.org/W6754338793","https://openalex.org/W6761649975"],"related_works":["https://openalex.org/W2406522397","https://openalex.org/W3156786002","https://openalex.org/W2732542196","https://openalex.org/W2914959431","https://openalex.org/W2518599539","https://openalex.org/W4299822940","https://openalex.org/W2905846897","https://openalex.org/W2546942002","https://openalex.org/W2773120646","https://openalex.org/W564581980"],"abstract_inverted_index":{"As":[0],"a":[1,107,118,125,136],"challenging":[2],"and":[3,68,92,135,152,160,163,206,223,234],"high":[4],"practical":[5],"research":[6],"topic":[7],"in":[8,19,53,87],"public":[9],"safety,":[10],"person":[11,46],"re-identification":[12],"(Re-ID)":[13],"technology":[14],"has":[15],"attracted":[16],"increasing":[17],"attention":[18,109,178],"the":[20,27,38,54,88,144,150,165,172,177,182,187,197,203,208,232],"field":[21],"of":[22,29,57,90,124,146,149,190,199,202],"computer":[23],"vision.":[24],"Due":[25],"to":[26,41,97,170,180,184],"success":[28],"deep":[30,120],"learning,":[31],"Convolutional":[32],"Neural":[33],"Networks":[34],"(CNNs)":[35],"have":[36],"become":[37],"main":[39],"techniques":[40],"extract":[42],"discriminative":[43,154],"features":[44,74,145,167],"for":[45],"Re-ID++.":[47],"However,":[48],"there":[49],"are":[50,80,168],"many":[51],"problems":[52],"real":[55],"scene":[56],"pedestrian":[58,62],"images,":[59],"such":[60],"as":[61],"posture":[63],"changes,":[64],"inconsistent":[65],"shooting":[66],"perspective":[67],"object":[69],"occlusion,":[70],"etc.":[71],"The":[72],"global":[73,126,159],"extracted":[75],"from":[76],"images":[77],"by":[78,83,157,211],"CNNs":[79],"easily":[81],"disturbed":[82],"these":[84,103],"problems,":[85],"resulting":[86],"lack":[89],"robustness":[91],"discrimination,":[93],"which":[94,116],"further":[95],"leads":[96],"low":[98],"recognition":[99],"accuracy.":[100],"To":[101],"solve":[102],"issues,":[104],"we":[105],"propose":[106],"multi-scale":[108],"network":[110,121,151,183],"based":[111],"on":[112,186,216],"multi-feature":[113],"fusion":[114],"(MSAN),":[115],"adopts":[117],"multi-branch":[119],"structure":[122],"consisting":[123],"feature":[127,132,138,155,193],"learning":[128,133,139,198],"branch,":[129],"two":[130],"local":[131,161],"branches":[134],"shallow-level":[137],"branch.":[140],"It":[141],"can":[142,229],"sample":[143],"different":[147,191],"depth":[148],"get":[153],"embedding":[156],"combining":[158],"cues,":[162],"then":[164],"sampled":[166],"fused":[169],"predict":[171],"pedestrians.":[173],"We":[174],"also":[175],"use":[176],"mechanism":[179],"make":[181],"focus":[185],"key":[188,200],"information":[189],"scale":[192],"maps":[194],"thus":[195],"enhance":[196],"parts":[201],"human":[204],"body":[205],"alleviate":[207],"interference":[209],"caused":[210],"image":[212],"changes.":[213],"Experimental":[214],"results":[215],"three":[217],"mainstream":[218,237],"benchmark":[219],"datasets":[220],"Market-1501,":[221],"DukeMTMC-reID":[222],"CUHK03":[224],"show":[225],"that":[226],"our":[227],"method":[228],"significantly":[230],"improve":[231],"performances":[233],"outperform":[235],"most":[236],"methods.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}