{"id":"https://openalex.org/W1920291194","doi":"https://doi.org/10.1109/tcyb.2015.2392052","title":"Spectral Multimodal Hashing and Its Application to Multimedia Retrieval","display_name":"Spectral Multimodal Hashing and Its Application to Multimedia Retrieval","publication_year":2015,"publication_date":"2015-07-21","ids":{"openalex":"https://openalex.org/W1920291194","doi":"https://doi.org/10.1109/tcyb.2015.2392052","mag":"1920291194","pmid":"https://pubmed.ncbi.nlm.nih.gov/26208374"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2015.2392052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2015.2392052","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://ir.opt.ac.cn/handle/181661/27735","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101470893","display_name":"Yi Zhen","orcid":"https://orcid.org/0000-0001-8677-5082"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi Zhen","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, Georgia",", College of Computing, Georgia Institute of Technology, Atlanta, GA, Georgia"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, Georgia","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":", College of Computing, Georgia Institute of Technology, Atlanta, GA, Georgia","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602494","display_name":"Yue Gao","orcid":"https://orcid.org/0000-0002-4971-590X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Gao","raw_affiliation_strings":["Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing, China","[Department of AutomationTsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing, China]"],"affiliations":[{"raw_affiliation_string":"Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Department of AutomationTsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing, China]","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073139380","display_name":"Dit\u2010Yan Yeung","orcid":"https://orcid.org/0000-0003-3716-8125"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Dit-Yan Yeung","raw_affiliation_strings":["Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong","[Department of Computer Science & Engineering, Hong Kong University of Science and Technology, Hong Kong.]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"[Department of Computer Science & Engineering, Hong Kong University of Science and Technology, Hong Kong.]","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046703129","display_name":"Hongyuan Zha","orcid":"https://orcid.org/0000-0001-7493-0911"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongyuan Zha","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, Georgia",", College of Computing, Georgia Institute of Technology, Atlanta, GA, Georgia"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, Georgia","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":", College of Computing, Georgia Institute of Technology, Atlanta, GA, Georgia","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100740143","display_name":"Xuelong Li","orcid":"https://orcid.org/0000-0002-0019-4197"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuelong Li","raw_affiliation_strings":["Center for Optical Imagery Analysis and Learning, State Key Laboratory of Transient Optics and Photonics, Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"Center for Optical Imagery Analysis and Learning, State Key Laboratory of Transient Optics and Photonics, Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210144662","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101470893"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":5.6113,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.97232897,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"46","issue":"1","first_page":"27","last_page":"38"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9991000294685364,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9951000213623047,"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":0.8512938022613525},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7151452898979187},{"id":"https://openalex.org/keywords/multimedia-information-retrieval","display_name":"Multimedia information retrieval","score":0.516846239566803},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5107707977294922},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.4934929609298706},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.4885216951370239},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4633961319923401},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4533514380455017},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4230383038520813},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4180960953235626},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3955734968185425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3479991853237152},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.2518264353275299},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13666188716888428}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8512938022613525},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7151452898979187},{"id":"https://openalex.org/C2776318140","wikidata":"https://www.wikidata.org/wiki/Q6934776","display_name":"Multimedia information retrieval","level":2,"score":0.516846239566803},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5107707977294922},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.4934929609298706},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.4885216951370239},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4633961319923401},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4533514380455017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4230383038520813},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4180960953235626},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3955734968185425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3479991853237152},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.2518264353275299},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13666188716888428},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tcyb.2015.2392052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2015.2392052","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:26208374","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26208374","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-73013","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-73013","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:ir.opt.ac.cn:181661/27735","is_oa":true,"landing_page_url":"http://ir.opt.ac.cn/handle/181661/27735","pdf_url":null,"source":{"id":"https://openalex.org/S4377196962","display_name":"Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144662","host_organization_name":"Xi'an Institute of Optics and Precision Mechanics","host_organization_lineage":["https://openalex.org/I4210144662"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:ir.opt.ac.cn:181661/27735","is_oa":true,"landing_page_url":"http://ir.opt.ac.cn/handle/181661/27735","pdf_url":null,"source":{"id":"https://openalex.org/S4377196962","display_name":"Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144662","host_organization_name":"Xi'an Institute of Optics and Precision Mechanics","host_organization_lineage":["https://openalex.org/I4210144662"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G7669865480","display_name":null,"funder_award_id":"61125106","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W189596042","https://openalex.org/W1500351990","https://openalex.org/W1540155273","https://openalex.org/W1540371141","https://openalex.org/W1578099820","https://openalex.org/W1586283311","https://openalex.org/W1660390307","https://openalex.org/W1880262756","https://openalex.org/W1948350624","https://openalex.org/W1966999409","https://openalex.org/W1970055505","https://openalex.org/W1970073043","https://openalex.org/W1972853352","https://openalex.org/W1981902088","https://openalex.org/W1987040325","https://openalex.org/W1990537115","https://openalex.org/W1994203157","https://openalex.org/W2007972815","https://openalex.org/W2008270441","https://openalex.org/W2010632104","https://openalex.org/W2024668293","https://openalex.org/W2025341678","https://openalex.org/W2025776762","https://openalex.org/W2036163530","https://openalex.org/W2038276547","https://openalex.org/W2041658416","https://openalex.org/W2044195942","https://openalex.org/W2054543422","https://openalex.org/W2058116810","https://openalex.org/W2062903088","https://openalex.org/W2068071185","https://openalex.org/W2093192785","https://openalex.org/W2098428087","https://openalex.org/W2098920110","https://openalex.org/W2100235303","https://openalex.org/W2104208555","https://openalex.org/W2106277773","https://openalex.org/W2111993661","https://openalex.org/W2115115103","https://openalex.org/W2122695597","https://openalex.org/W2130660124","https://openalex.org/W2133598579","https://openalex.org/W2134514757","https://openalex.org/W2137918516","https://openalex.org/W2139172286","https://openalex.org/W2145065594","https://openalex.org/W2147069236","https://openalex.org/W2150735108","https://openalex.org/W2151103935","https://openalex.org/W2154956324","https://openalex.org/W2155982529","https://openalex.org/W2164338181","https://openalex.org/W2168322495","https://openalex.org/W2169783907","https://openalex.org/W2283195891","https://openalex.org/W2293597654","https://openalex.org/W2296457436","https://openalex.org/W2427881153","https://openalex.org/W2913932916","https://openalex.org/W4230962939","https://openalex.org/W4231510805","https://openalex.org/W4248211480","https://openalex.org/W6607775107","https://openalex.org/W6629858893","https://openalex.org/W6632223008","https://openalex.org/W6635351887","https://openalex.org/W6639619044","https://openalex.org/W6640686080","https://openalex.org/W6683121188","https://openalex.org/W6684181414","https://openalex.org/W6684449667","https://openalex.org/W6697214482"],"related_works":["https://openalex.org/W2000601968","https://openalex.org/W3094967175","https://openalex.org/W2166822184","https://openalex.org/W2144265691","https://openalex.org/W2045263322","https://openalex.org/W2393322642","https://openalex.org/W3096071782","https://openalex.org/W50423144","https://openalex.org/W2031059473","https://openalex.org/W2145863369"],"abstract_inverted_index":{"In":[0,73],"recent":[1],"years,":[2],"multimedia":[3,71,85,132],"retrieval":[4],"has":[5],"sparked":[6],"much":[7],"research":[8],"interest":[9],"in":[10,41,52],"the":[11,42,95,112,117],"multimedia,":[12],"pattern":[13],"recognition,":[14],"and":[15],"data":[16,113,133],"mining":[17],"communities.":[18],"Although":[19],"some":[20,109,126],"attempts":[21],"have":[22,47],"been":[23],"made":[24],"along":[25],"this":[26,74],"direction,":[27],"performing":[28],"fast":[29,83],"multimodal":[30,70,84],"search":[31],"at":[32],"very":[33],"large":[34],"scale":[35],"still":[36],"remains":[37],"a":[38,78],"major":[39],"challenge":[40],"area.":[43],"While":[44],"hashing-based":[45,80],"methods":[46,59,128],"recently":[48],"achieved":[49],"promising":[50],"successes":[51],"speeding-up":[53],"large-scale":[54],"similarity":[55],"search,":[56],"most":[57],"existing":[58],"are":[60],"only":[61],"designed":[62],"for":[63,69,82,115],"uni-modal":[64],"data,":[65],"making":[66],"them":[67],"unsuitable":[68],"retrieval.":[72,86],"paper,":[75],"we":[76],"propose":[77],"new":[79],"method":[81,88,124],"The":[87],"is":[89],"based":[90],"on":[91,129],"spectral":[92],"analysis":[93],"of":[94,98],"correlation":[96],"matrix":[97],"different":[99],"modalities.":[100],"We":[101,120],"also":[102],"develop":[103],"an":[104],"efficient":[105],"algorithm":[106],"that":[107],"learns":[108],"parameters":[110],"from":[111],"distribution":[114],"obtaining":[116],"binary":[118],"codes.":[119],"empirically":[121],"compare":[122],"our":[123],"with":[125],"state-of-the-art":[127],"two":[130],"real-world":[131],"sets.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}