{"id":"https://openalex.org/W2802148124","doi":"https://doi.org/10.1109/iscas.2018.8351401","title":"Brand-Aware Fashion Clothing Search using CNN Feature Encoding and Re-ranking","display_name":"Brand-Aware Fashion Clothing Search using CNN Feature Encoding and Re-ranking","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2802148124","doi":"https://doi.org/10.1109/iscas.2018.8351401","mag":"2802148124"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2018.8351401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2018.8351401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5072510946","display_name":"Dipu Manandhar","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Dipu Manandhar","raw_affiliation_strings":["School of Electrical and Electronics Engineering, NANYANG TECHNOLOGICAL UNIVERSITY, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, NANYANG TECHNOLOGICAL UNIVERSITY, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022468480","display_name":"Kim\u2013Hui Yap","orcid":"https://orcid.org/0000-0003-1933-4986"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kim Hui Yap","raw_affiliation_strings":["School of Electrical and Electronics Engineering, NANYANG TECHNOLOGICAL UNIVERSITY, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, NANYANG TECHNOLOGICAL UNIVERSITY, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024945124","display_name":"Muhammet Ba\u015ftan","orcid":"https://orcid.org/0000-0001-9714-2643"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Muhammet Bastan","raw_affiliation_strings":["School of Electrical and Electronics Engineering, NANYANG TECHNOLOGICAL UNIVERSITY, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, NANYANG TECHNOLOGICAL UNIVERSITY, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101958388","display_name":"Zhao Heng","orcid":"https://orcid.org/0000-0003-2437-4448"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhao Heng","raw_affiliation_strings":["School of Electrical and Electronics Engineering, NANYANG TECHNOLOGICAL UNIVERSITY, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, NANYANG TECHNOLOGICAL UNIVERSITY, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072510946"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.4178,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65889873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"521","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.994700014591217,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.994700014591217,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9865999817848206,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.8371915817260742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7736243009567261},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5868526101112366},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5357996225357056},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.509935736656189},{"id":"https://openalex.org/keywords/logos-bible-software","display_name":"Logos Bible Software","score":0.49060168862342834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4734979271888733},{"id":"https://openalex.org/keywords/trademark","display_name":"Trademark","score":0.43045574426651},{"id":"https://openalex.org/keywords/logo","display_name":"Logo (programming language)","score":0.42609864473342896},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.41774576902389526},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.362698495388031},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33517295122146606},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3337792754173279},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3233311176300049},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1354646384716034}],"concepts":[{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.8371915817260742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7736243009567261},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5868526101112366},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5357996225357056},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.509935736656189},{"id":"https://openalex.org/C150506046","wikidata":"https://www.wikidata.org/wiki/Q6667822","display_name":"Logos Bible Software","level":2,"score":0.49060168862342834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4734979271888733},{"id":"https://openalex.org/C2779027411","wikidata":"https://www.wikidata.org/wiki/Q167270","display_name":"Trademark","level":2,"score":0.43045574426651},{"id":"https://openalex.org/C2778720087","wikidata":"https://www.wikidata.org/wiki/Q201436","display_name":"Logo (programming language)","level":2,"score":0.42609864473342896},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.41774576902389526},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.362698495388031},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33517295122146606},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3337792754173279},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3233311176300049},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1354646384716034},{"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas.2018.8351401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2018.8351401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320325256","display_name":"Info-communications Media Development Authority","ror":null},{"id":"https://openalex.org/F4320327572","display_name":"Promotion and Mutual Aid Corporation for Private Schools of Japan","ror":"https://ror.org/05h2t6865"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W204268067","https://openalex.org/W639708223","https://openalex.org/W1686810756","https://openalex.org/W1836479010","https://openalex.org/W1849277567","https://openalex.org/W2021354639","https://openalex.org/W2053421978","https://openalex.org/W2062118960","https://openalex.org/W2076387525","https://openalex.org/W2080171320","https://openalex.org/W2091473544","https://openalex.org/W2100142570","https://openalex.org/W2135367695","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2164022341","https://openalex.org/W2171671655","https://openalex.org/W2174726731","https://openalex.org/W2200092826","https://openalex.org/W2295537791","https://openalex.org/W2409897154","https://openalex.org/W2471768434","https://openalex.org/W2563032747","https://openalex.org/W2591921973","https://openalex.org/W2613718673","https://openalex.org/W2625758617","https://openalex.org/W2919115771","https://openalex.org/W2950094539","https://openalex.org/W2952239967","https://openalex.org/W2963037989","https://openalex.org/W4300951248","https://openalex.org/W6608313692","https://openalex.org/W6620707391","https://openalex.org/W6638692317","https://openalex.org/W6669924062","https://openalex.org/W6683949359","https://openalex.org/W6684191040","https://openalex.org/W6697161373"],"related_works":["https://openalex.org/W1890044389","https://openalex.org/W1802184728","https://openalex.org/W4313393869","https://openalex.org/W4220847789","https://openalex.org/W3134940965","https://openalex.org/W2243774627","https://openalex.org/W3003390260","https://openalex.org/W1576251296","https://openalex.org/W3179970293","https://openalex.org/W1550291555"],"abstract_inverted_index":{"Brand":[0,37],"plays":[1],"a":[2,53,67,85,129,171],"significant":[3,54],"role":[4],"in":[5,39,113],"fashion":[6,20,88,184],"clothing.":[7],"Consumers":[8],"are":[9,42],"brand":[10,32,77,87,108,183],"conscious":[11],"during":[12,79],"the":[13,31,76,80,107,114,119,124,164,177,182,188],"clothing":[14,40,58,97,111,125],"search":[15,21],"and":[16,45,50,110,159],"purchase.":[17],"Existing":[18],"visual":[19,81,121,157],"methods":[22],"[1],":[23],"[8],":[24],"[17]-[19]":[25],"often":[26,46],"do":[27],"not":[28],"explicitly":[29],"consider":[30],"information":[33,78,122,158],"such":[34],"as":[35,135],"logos.":[36,100],"logo":[38,109],"images":[41,94],"quite":[43],"small":[44],"suffer":[47],"various":[48],"deformations,":[49],"hence":[51],"pose":[52],"challenge":[55],"for":[56],"branded":[57,96],"search.":[59,82,178],"In":[60],"view":[61],"of":[62,92,95,140,146],"this,":[63],"this":[64],"paper":[65],"presents":[66],"new":[68,86,130],"Brand-Aware":[69],"Fashion":[70],"Search":[71],"(BAFS)":[72],"framework":[73,103,190],"that":[74,143,187],"explores":[75],"We":[83],"construct":[84],"dataset":[89,185],"which":[90],"consists":[91],"10K":[93],"with":[98],"trademark":[99],"The":[101,149,166],"proposed":[102,167,189],"first":[104],"jointly":[105],"detects":[106],"items":[112],"images.":[115,165],"Next,":[116],"to":[117,153,175,194],"extract":[118],"rich":[120],"from":[123,163],"images,":[126],"we":[127],"propose":[128],"deep":[131],"feature":[132,151],"encoding":[133],"known":[134],"Principal":[136],"Component":[137],"Maximum":[138],"Activation":[139],"Convolutions":[141],"(PMAC)":[142],"leverages":[144],"hierarchies":[145],"CNN":[147],"activations.":[148],"PMAC":[150],"aims":[152],"capture":[154],"both":[155],"low-level":[156],"high-level":[160],"global":[161],"abstraction":[162],"method":[168],"further":[169],"uses":[170],"brand-aware":[172],"re-ranking":[173],"technique":[174],"improve":[176],"Experiments":[179],"conducted":[180],"on":[181],"shows":[186],"achieves":[191],"superior":[192],"performance":[193],"other":[195],"comparative":[196],"methods.":[197]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}