{"id":"https://openalex.org/W2525131230","doi":"https://doi.org/10.1145/2964284.2967270","title":"Demand-adaptive Clothing Image Retrieval Using Hybrid Topic Model","display_name":"Demand-adaptive Clothing Image Retrieval Using Hybrid Topic Model","publication_year":2016,"publication_date":"2016-09-29","ids":{"openalex":"https://openalex.org/W2525131230","doi":"https://doi.org/10.1145/2964284.2967270","mag":"2525131230"},"language":"en","primary_location":{"id":"doi:10.1145/2964284.2967270","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2964284.2967270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM international conference on Multimedia","raw_type":"proceedings-article"},"type":"article","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/A5110447460","display_name":"Zhengzhong Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhengzhong Zhou","raw_affiliation_strings":["MOE-Microsoft Key Laboratory for Intelligent Computing and Intelligent Systems, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"MOE-Microsoft Key Laboratory for Intelligent Computing and Intelligent Systems, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085388970","display_name":"Jingjin Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingjin Zhou","raw_affiliation_strings":["MOE-Microsoft Key Laboratory for Intelligent Computing and Intelligent Systems, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"MOE-Microsoft Key Laboratory for Intelligent Computing and Intelligent Systems, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100741568","display_name":"Liqing Zhang","orcid":"https://orcid.org/0000-0001-7597-8503"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liqing Zhang","raw_affiliation_strings":["MOE-Microsoft Key Laboratory for Intelligent Computing and Intelligent Systems, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"MOE-Microsoft Key Laboratory for Intelligent Computing and Intelligent Systems, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110447460"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.668,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77431319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"496","last_page":"500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","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/T10824","display_name":"Image Retrieval and Classification Techniques","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962999820709229,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9836999773979187,"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":0.8510016202926636},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.839226484298706},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.7090620398521423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5476486086845398},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5341182351112366},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5281018614768982},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5234857797622681},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.5210639834403992},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4970073997974396},{"id":"https://openalex.org/keywords/visual-word","display_name":"Visual Word","score":0.4767414331436157},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4622056484222412},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3323988616466522}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8510016202926636},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.839226484298706},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.7090620398521423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5476486086845398},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5341182351112366},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5281018614768982},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5234857797622681},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.5210639834403992},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4970073997974396},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.4767414331436157},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4622056484222412},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3323988616466522},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2964284.2967270","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2964284.2967270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W1994529670","https://openalex.org/W2011447624","https://openalex.org/W2016131368","https://openalex.org/W2053421978","https://openalex.org/W2080171320","https://openalex.org/W2091473544","https://openalex.org/W2117178155","https://openalex.org/W2130660124","https://openalex.org/W2135367695","https://openalex.org/W2143183660","https://openalex.org/W2153185908","https://openalex.org/W2161050705","https://openalex.org/W2170881581","https://openalex.org/W2953106684","https://openalex.org/W6682473505"],"related_works":["https://openalex.org/W2376984068","https://openalex.org/W2506386910","https://openalex.org/W2123147980","https://openalex.org/W2066590080","https://openalex.org/W2076842684","https://openalex.org/W2918350319","https://openalex.org/W2513891871","https://openalex.org/W1539573266","https://openalex.org/W4387423606","https://openalex.org/W2187873862"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,83],"novel":[4],"approach":[5],"to":[6,18,35,47,69],"meet":[7],"users'":[8,89,94],"multi-dimensional":[9,62],"requirements":[10,91],"in":[11,117],"clothing":[12],"image":[13,72,78,120],"retrieval.":[14],"It":[15],"enables":[16],"users":[17],"add":[19],"search":[20],"conditions":[21],"by":[22,74],"modifying":[23],"the":[24,32,42,49,54,101,106],"color,":[25],"texture,":[26],"shape":[27],"and":[28,66,92,122],"attribute":[29],"descriptors":[30,55],"of":[31,53,64],"query":[33],"images":[34],"further":[36,115],"refine":[37],"their":[38],"requirements.":[39],"We":[40],"propose":[41],"Hybrid":[43],"Topic":[44],"(HT)":[45],"model":[46,58],"learn":[48],"intricate":[50],"semantic":[51],"representation":[52,63],"above.":[56],"The":[57,111],"provides":[59],"an":[60],"effective":[61],"clothes":[65],"is":[67],"able":[68],"perform":[70],"automatic":[71],"annotation":[73,121],"probabilistic":[75],"reasoning":[76],"from":[77],"search.":[79],"Furthermore,":[80],"we":[81],"develop":[82],"demand-adaptive":[84,123],"retrieval":[85,124],"strategy":[86],"which":[87],"refines":[88],"specific":[90],"removes":[93],"unwanted":[95],"features.":[96],"Our":[97],"experiments":[98],"show":[99],"that":[100],"HT":[102],"method":[103],"significantly":[104],"outperforms":[105],"deep":[107],"neural":[108],"network":[109],"methods.":[110],"accuracy":[112],"could":[113],"be":[114],"improved":[116],"cooperation":[118],"with":[119],"strategy.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
