{"id":"https://openalex.org/W3096048434","doi":"https://doi.org/10.1109/access.2020.3035781","title":"A Novel Clothing Attribute Representation Network-Based Self-Attention Mechanism","display_name":"A Novel Clothing Attribute Representation Network-Based Self-Attention Mechanism","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3096048434","doi":"https://doi.org/10.1109/access.2020.3035781","mag":"3096048434"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3035781","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035781","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09247950.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/8948470/09247950.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063017773","display_name":"Yutong Chun","orcid":"https://orcid.org/0000-0003-4266-748X"},"institutions":[{"id":"https://openalex.org/I176432857","display_name":"Beijing Wuzi University","ror":"https://ror.org/00bd1d647","country_code":"CN","type":"education","lineage":["https://openalex.org/I176432857"]},{"id":"https://openalex.org/I90259746","display_name":"Capital University of Economics and Business","ror":"https://ror.org/01r5sf951","country_code":"CN","type":"education","lineage":["https://openalex.org/I90259746"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yutong Chun","raw_affiliation_strings":["School of Logistics Management, Beijing Wuzi University, Beijing, China","School of Management and Engineering, Capital University of Economics and Business, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Logistics Management, Beijing Wuzi University, Beijing, China","institution_ids":["https://openalex.org/I176432857"]},{"raw_affiliation_string":"School of Management and Engineering, Capital University of Economics and Business, Beijing, China","institution_ids":["https://openalex.org/I90259746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101821012","display_name":"Chuansheng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I90259746","display_name":"Capital University of Economics and Business","ror":"https://ror.org/01r5sf951","country_code":"CN","type":"education","lineage":["https://openalex.org/I90259746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuansheng Wang","raw_affiliation_strings":["School of Management and Engineering, Capital University of Economics and Business, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Management and Engineering, Capital University of Economics and Business, Beijing, China","institution_ids":["https://openalex.org/I90259746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073399886","display_name":"Mingke He","orcid":"https://orcid.org/0000-0003-1227-8926"},"institutions":[{"id":"https://openalex.org/I176432857","display_name":"Beijing Wuzi University","ror":"https://ror.org/00bd1d647","country_code":"CN","type":"education","lineage":["https://openalex.org/I176432857"]},{"id":"https://openalex.org/I90259746","display_name":"Capital University of Economics and Business","ror":"https://ror.org/01r5sf951","country_code":"CN","type":"education","lineage":["https://openalex.org/I90259746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingke He","raw_affiliation_strings":["School of Logistics Management, Beijing Wuzi University, Beijing, China","School of Management and Engineering, Capital University of Economics and Business, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Logistics Management, Beijing Wuzi University, Beijing, China","institution_ids":["https://openalex.org/I176432857"]},{"raw_affiliation_string":"School of Management and Engineering, Capital University of Economics and Business, Beijing, China","institution_ids":["https://openalex.org/I90259746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063017773"],"corresponding_institution_ids":["https://openalex.org/I176432857","https://openalex.org/I90259746"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6868,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.72677859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"201762","last_page":"201769"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9980999827384949,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9980999827384949,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11448","display_name":"Face recognition and analysis","score":0.9868999719619751,"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/clothing","display_name":"Clothing","score":0.9550764560699463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8058611750602722},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.8057898283004761},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5537925958633423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5170732140541077},{"id":"https://openalex.org/keywords/clothing-industry","display_name":"Clothing industry","score":0.4541685879230499},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4014872908592224},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3371720016002655},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3361971974372864}],"concepts":[{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.9550764560699463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8058611750602722},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.8057898283004761},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5537925958633423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5170732140541077},{"id":"https://openalex.org/C2983843516","wikidata":"https://www.wikidata.org/wiki/Q11828862","display_name":"Clothing industry","level":3,"score":0.4541685879230499},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4014872908592224},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3371720016002655},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3361971974372864},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3035781","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035781","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09247950.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:22a4130dc13d4bc8a846dd43ebc03ebc","is_oa":true,"landing_page_url":"https://doaj.org/article/22a4130dc13d4bc8a846dd43ebc03ebc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 8, Pp 201762-201769 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3035781","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035781","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09247950.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3096048434.pdf","grobid_xml":"https://content.openalex.org/works/W3096048434.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W146395692","https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W1836479010","https://openalex.org/W2108598243","https://openalex.org/W2151103935","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2171671655","https://openalex.org/W2178857108","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2267186426","https://openalex.org/W2471768434","https://openalex.org/W2594566234","https://openalex.org/W2775528509","https://openalex.org/W2810022643","https://openalex.org/W2884585870","https://openalex.org/W2903561442","https://openalex.org/W2905472298","https://openalex.org/W2921548652","https://openalex.org/W2922263752","https://openalex.org/W2935458273","https://openalex.org/W2955058313","https://openalex.org/W2962858109","https://openalex.org/W2963091558","https://openalex.org/W2963403868","https://openalex.org/W2963446712","https://openalex.org/W2963560594","https://openalex.org/W2964121744","https://openalex.org/W2964308564","https://openalex.org/W2981413347","https://openalex.org/W3000523276","https://openalex.org/W3008332494","https://openalex.org/W4385245566","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6638692317","https://openalex.org/W6684191040","https://openalex.org/W6685858742","https://openalex.org/W6734896620","https://openalex.org/W6739901393","https://openalex.org/W6746565888"],"related_works":["https://openalex.org/W2354977140","https://openalex.org/W2366930511","https://openalex.org/W2372737949","https://openalex.org/W2352413923","https://openalex.org/W2391966781","https://openalex.org/W2388702780","https://openalex.org/W2022271500","https://openalex.org/W2380211130","https://openalex.org/W4297873594","https://openalex.org/W2386512502"],"abstract_inverted_index":{"As":[0],"highly":[1],"increasing":[2],"of":[3,12,21,70,90],"on-line":[4],"fashions":[5],"retail":[6],"industry,":[7],"automatic":[8],"recognition":[9],"and":[10,72,75],"representation":[11,28],"clothing":[13,26,47,78,92,103],"items":[14],"have":[15,30],"huge":[16],"potentials.":[17],"With":[18],"the":[19,91,117],"help":[20],"deep":[22],"learning":[23],"methods,":[24],"many":[25],"attribute":[27,48],"models":[29,35],"been":[31],"proposed.":[32],"However,":[33],"these":[34],"are":[36,43,120],"mainly":[37],"suitable":[38,45],"for":[39,46,125],"coarse-grained":[40],"classification":[41],"which":[42,66,88,110],"not":[44],"representation.":[49,127],"To":[50],"address":[51],"such":[52],"a":[53,60,68,100],"problem,":[54],"in":[55,107,122],"this":[56,108],"article,":[57,109],"we":[58,83],"propose":[59],"novel":[61],"network":[62],"structure":[63],"named":[64],"SAC,":[65],"is":[67,94,105,111],"combination":[69],"CNNs":[71],"Self-attention":[73],"mechanism":[74],"can":[76],"represent":[77],"attributes":[79,93],"more":[80,95],"fine-grained.":[81],"Besides,":[82],"use":[84],"Grad-CAM":[85],"to":[86,113,116],"visualize":[87],"part":[89],"concerned":[96],"by":[97],"customers.":[98],"Finally,":[99],"new":[101],"labeled":[102],"dataset":[104],"introduced":[106],"expected":[112],"be":[114],"helpful":[115],"researchers":[118],"who":[119],"working":[121],"fashion":[123],"domains":[124],"image":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}