{"id":"https://openalex.org/W4293240089","doi":"https://doi.org/10.1007/s11042-022-13170-x","title":"A feature extraction method for person re-identification based on a two-branch CNN","display_name":"A feature extraction method for person re-identification based on a two-branch CNN","publication_year":2022,"publication_date":"2022-04-28","ids":{"openalex":"https://openalex.org/W4293240089","doi":"https://doi.org/10.1007/s11042-022-13170-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-022-13170-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-13170-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-13170-x.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-13170-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074322535","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0002-0961-3861"},"institutions":[{"id":"https://openalex.org/I132210918","display_name":"North China Institute of Science and Technology","ror":"https://ror.org/0096c7651","country_code":"CN","type":"education","lineage":["https://openalex.org/I132210918"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["School of Emergency Technology and Management, North China Institute of Science & Technology, No. 467 academy Street, Sanhe Yanjiao Development Zone, 065201, Langfang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Emergency Technology and Management, North China Institute of Science & Technology, No. 467 academy Street, Sanhe Yanjiao Development Zone, 065201, Langfang, China","institution_ids":["https://openalex.org/I132210918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102705756","display_name":"Shan Yao","orcid":"https://orcid.org/0000-0001-9327-5262"},"institutions":[{"id":"https://openalex.org/I132210918","display_name":"North China Institute of Science and Technology","ror":"https://ror.org/0096c7651","country_code":"CN","type":"education","lineage":["https://openalex.org/I132210918"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Shan","raw_affiliation_strings":["School of Emergency Technology and Management, North China Institute of Science & Technology, No. 467 academy Street, Sanhe Yanjiao Development Zone, 065201, Langfang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Emergency Technology and Management, North China Institute of Science & Technology, No. 467 academy Street, Sanhe Yanjiao Development Zone, 065201, Langfang, China","institution_ids":["https://openalex.org/I132210918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007087238","display_name":"Rui Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I132210918","display_name":"North China Institute of Science and Technology","ror":"https://ror.org/0096c7651","country_code":"CN","type":"education","lineage":["https://openalex.org/I132210918"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Peng","raw_affiliation_strings":["School of Emergency Technology and Management, North China Institute of Science & Technology, No. 467 academy Street, Sanhe Yanjiao Development Zone, 065201, Langfang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Emergency Technology and Management, North China Institute of Science & Technology, No. 467 academy Street, Sanhe Yanjiao Development Zone, 065201, Langfang, China","institution_ids":["https://openalex.org/I132210918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402515","display_name":"Jian Li","orcid":"https://orcid.org/0000-0002-5749-2734"},"institutions":[{"id":"https://openalex.org/I132210918","display_name":"North China Institute of Science and Technology","ror":"https://ror.org/0096c7651","country_code":"CN","type":"education","lineage":["https://openalex.org/I132210918"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Li","raw_affiliation_strings":["School of Emergency Technology and Management, North China Institute of Science & Technology, No. 467 academy Street, Sanhe Yanjiao Development Zone, 065201, Langfang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Emergency Technology and Management, North China Institute of Science & Technology, No. 467 academy Street, Sanhe Yanjiao Development Zone, 065201, Langfang, China","institution_ids":["https://openalex.org/I132210918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103787802","display_name":"Shaohui Chen","orcid":"https://orcid.org/0000-0001-7999-6338"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaohui Chen","raw_affiliation_strings":["Beijing Gaocheng Technology Development Co. LTD, Beijing, 100043, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Gaocheng Technology Development Co. LTD, Beijing, 100043, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100318915","display_name":"Linlin Li","orcid":"https://orcid.org/0000-0002-6387-6013"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Linlin Li","raw_affiliation_strings":["Transport planning and Research Institute Ministry of Transport, Building 2, Time International Building, No.a6, Shuguang Xili, Chaoyang District, 100028, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transport planning and Research Institute Ministry of Transport, Building 2, Time International Building, No.a6, Shuguang Xili, Chaoyang District, 100028, Beijing, China","institution_ids":["https://openalex.org/I4210127216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100318915"],"corresponding_institution_ids":["https://openalex.org/I4210127216"],"apc_list":null,"apc_paid":null,"fwci":1.0531,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.75969524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"81","issue":"27","first_page":"39169","last_page":"39184"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9951000213623047,"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":0.9066433310508728},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8515563607215881},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7416952252388},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6842349767684937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6582329869270325},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5995908975601196},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.554548442363739},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5371696352958679},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4774899184703827},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42604079842567444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9066433310508728},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8515563607215881},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7416952252388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6842349767684937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6582329869270325},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5995908975601196},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.554548442363739},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5371696352958679},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4774899184703827},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42604079842567444},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-022-13170-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-13170-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-13170-x.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11042-022-13170-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-13170-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-13170-x.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.75}],"awards":[{"id":"https://openalex.org/G1512159","display_name":"\u57fa\u4e8e\u53cc\u76ee\u89c6\u89c9\u7684\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7814\u7a76","funder_award_id":"41671441","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2487778838","display_name":null,"funder_award_id":"41531177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5030607661","display_name":null,"funder_award_id":"41671441, 41531177, and U1764262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7426313258","display_name":null,"funder_award_id":"U1764262","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293240089.pdf","grobid_xml":"https://content.openalex.org/works/W4293240089.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W46454230","https://openalex.org/W611401390","https://openalex.org/W1949591461","https://openalex.org/W1979260620","https://openalex.org/W1982925187","https://openalex.org/W2031623949","https://openalex.org/W2048110836","https://openalex.org/W2096733369","https://openalex.org/W2109289979","https://openalex.org/W2114919633","https://openalex.org/W2135442311","https://openalex.org/W2147800946","https://openalex.org/W2194775991","https://openalex.org/W2235916736","https://openalex.org/W2344622006","https://openalex.org/W2433217581","https://openalex.org/W2441160157","https://openalex.org/W2724213014","https://openalex.org/W2736410039","https://openalex.org/W2755066373","https://openalex.org/W2897666265","https://openalex.org/W2955084925","https://openalex.org/W2963438548","https://openalex.org/W2987391422","https://openalex.org/W3100927979","https://openalex.org/W3110501021","https://openalex.org/W3117097536","https://openalex.org/W3151922143"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W2521627374"],"abstract_inverted_index":{"Abstract":[0],"A":[1],"two-branch":[2],"convolutional":[3],"neural":[4],"network":[5,54],"(CNN)":[6],"architecture":[7],"for":[8],"feature":[9],"extraction":[10],"in":[11,52,58],"person":[12,23],"re-identification":[13],"(re-ID)":[14],"based":[15,40],"on":[16,41,67],"video":[17],"surveillance":[18],"is":[19,47,50],"proposed.":[20],"Highly":[21],"discriminative":[22],"features":[24],"are":[25],"obtained":[26],"by":[27],"extracting":[28],"both":[29],"global":[30],"and":[31,49],"local":[32],"features.":[33],"Moreover,":[34],"an":[35],"adaptive":[36],"triplet":[37,44],"loss":[38,45],"function":[39,46],"the":[42,53,71,74],"original":[43],"proposed":[48,75],"used":[51],"training":[55],"process,":[56],"resulting":[57],"a":[59],"significantly":[60],"improved":[61],"learning":[62],"efficiency.":[63],"The":[64],"experimental":[65],"results":[66],"open":[68],"datasets":[69],"demonstrate":[70],"effectiveness":[72],"of":[73],"method.":[76]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
