{"id":"https://openalex.org/W2897712612","doi":"https://doi.org/10.1145/3240508.3266431","title":"Beauty Product Image Retrieval Based on Multi-Feature Fusion and Feature Aggregation","display_name":"Beauty Product Image Retrieval Based on Multi-Feature Fusion and Feature Aggregation","publication_year":2018,"publication_date":"2018-10-15","ids":{"openalex":"https://openalex.org/W2897712612","doi":"https://doi.org/10.1145/3240508.3266431","mag":"2897712612"},"language":"en","primary_location":{"id":"doi:10.1145/3240508.3266431","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240508.3266431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th 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/A5019341382","display_name":"Qi Wang","orcid":"https://orcid.org/0000-0003-0746-2366"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wang","raw_affiliation_strings":["Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072018325","display_name":"Jingxiang Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxiang Lai","raw_affiliation_strings":["Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076970762","display_name":"Kai Xu","orcid":"https://orcid.org/0000-0002-1387-2786"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Xu","raw_affiliation_strings":["Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073720799","display_name":"Wenyin Liu","orcid":"https://orcid.org/0000-0002-6237-6607"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyin Liu","raw_affiliation_strings":["Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101879217","display_name":"Liang Lei","orcid":"https://orcid.org/0009-0005-0976-2903"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Lei","raw_affiliation_strings":["Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.06,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.82925394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2063","last_page":"2067"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval 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/T10627","display_name":"Advanced Image and Video Retrieval 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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9969000220298767,"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/T10057","display_name":"Face and Expression Recognition","score":0.9656999707221985,"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/feature","display_name":"Feature (linguistics)","score":0.7850450873374939},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7366217374801636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6240572929382324},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.563083291053772},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.5356717705726624},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5273816585540771},{"id":"https://openalex.org/keywords/beauty","display_name":"Beauty","score":0.5227582454681396},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5099941492080688},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5090550780296326},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.4820000231266022},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4269981384277344},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.42081645131111145},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35026705265045166},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20024287700653076},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13715076446533203}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7850450873374939},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7366217374801636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6240572929382324},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.563083291053772},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.5356717705726624},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5273816585540771},{"id":"https://openalex.org/C2780620123","wikidata":"https://www.wikidata.org/wiki/Q7242","display_name":"Beauty","level":2,"score":0.5227582454681396},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5099941492080688},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5090550780296326},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4820000231266022},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4269981384277344},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.42081645131111145},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35026705265045166},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20024287700653076},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13715076446533203},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240508.3266431","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240508.3266431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th 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":20,"referenced_works":["https://openalex.org/W204268067","https://openalex.org/W1556531089","https://openalex.org/W1686810756","https://openalex.org/W1833123814","https://openalex.org/W2012592962","https://openalex.org/W2062118960","https://openalex.org/W2071027807","https://openalex.org/W2088866137","https://openalex.org/W2128017662","https://openalex.org/W2131846894","https://openalex.org/W2141362318","https://openalex.org/W2147238549","https://openalex.org/W2162006472","https://openalex.org/W2194775991","https://openalex.org/W2246164164","https://openalex.org/W2295537791","https://openalex.org/W2544587078","https://openalex.org/W2618530766","https://openalex.org/W2951239727","https://openalex.org/W2963125676"],"related_works":["https://openalex.org/W3007420330","https://openalex.org/W2004643608","https://openalex.org/W2904596878","https://openalex.org/W2534909612","https://openalex.org/W2382607599","https://openalex.org/W4320802741","https://openalex.org/W2401110621","https://openalex.org/W4281689716","https://openalex.org/W2767265881","https://openalex.org/W2370816851"],"abstract_inverted_index":{"We":[0,92],"propose":[1],"a":[2],"beauty":[3],"product":[4],"image":[5,21,40,72],"retrieval":[6],"method":[7,76],"based":[8],"on":[9,62,96],"multi-feature":[10,28],"fusion":[11,29],"and":[12,30,34,42],"feature":[13,24,31,49],"aggregation.":[14,32,50],"The":[15,74],"key":[16],"idea":[17,54],"is":[18,44],"representing":[19],"the":[20,23,53,63,69,78,87],"with":[22,86],"vector":[25],"obtained":[26],"by":[27],"VGG16":[33,61],"ResNet50":[35],"are":[36],"chosen":[37],"to":[38,46,67],"extract":[39],"features,":[41],"Crow":[43],"adopted":[45],"perform":[47],"deep":[48],"Benefited":[51],"from":[52],"of":[55,71],"transfer":[56],"learning,":[57],"we":[58],"fine":[59],"turn":[60],"Perfect-500K":[64],"data":[65],"set":[66],"improve":[68],"performance":[70],"retrieval.":[73],"proposed":[75],"won":[77],"third":[79],"price":[80],"in":[81],"Perfect":[82],"Corp.":[83],"Challenge":[84],"2018":[85],"best":[88],"result":[89],"0.270676":[90],"mAP.":[91],"released":[93],"our":[94],"code":[95],"GitHub:":[97],"https://github.com/wangqi12332155/ACMMM-beauty-AI-challenge.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}