{"id":"https://openalex.org/W4389076528","doi":"https://doi.org/10.1109/tkde.2023.3337077","title":"Deep Multi-Modal Hashing With Semantic Enhancement for Multi-Label Micro-Video Retrieval","display_name":"Deep Multi-Modal Hashing With Semantic Enhancement for Multi-Label Micro-Video Retrieval","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389076528","doi":"https://doi.org/10.1109/tkde.2023.3337077"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2023.3337077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3337077","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-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/A5000190108","display_name":"Peiguang Jing","orcid":"https://orcid.org/0000-0003-2648-7358"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiguang Jing","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China","School of Electrical and Information Engineering, Tianjin University, China"],"raw_orcid":"https://orcid.org/0000-0003-2648-7358","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106075816","display_name":"Haoyi Sun","orcid":"https://orcid.org/0009-0005-6471-1826"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyi Sun","raw_affiliation_strings":["School of Future Technology, Tianjin University, Tianjin, China","School of Future Technology, Tianjin University, China"],"raw_orcid":"https://orcid.org/0009-0005-6471-1826","affiliations":[{"raw_affiliation_string":"School of Future Technology, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Future Technology, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038612499","display_name":"Liqiang Nie","orcid":"https://orcid.org/0000-0003-1476-0273"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiang Nie","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1476-0273","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369214","display_name":"Yun Li","orcid":"https://orcid.org/0000-0002-5784-1877"},"institutions":[{"id":"https://openalex.org/I163732180","display_name":"Guangxi University of Finance and Economics","ror":"https://ror.org/02ayg6516","country_code":"CN","type":"education","lineage":["https://openalex.org/I163732180"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["School of Big Data and Artificial Intelligence, Guangxi University of Finance and Economics, Guangxi, China","School of Big Data and Artificial Intelligence, Guangxi University of Finance and Economics, Nanning, China"],"raw_orcid":"https://orcid.org/0000-0002-5784-1877","affiliations":[{"raw_affiliation_string":"School of Big Data and Artificial Intelligence, Guangxi University of Finance and Economics, Guangxi, China","institution_ids":["https://openalex.org/I163732180"]},{"raw_affiliation_string":"School of Big Data and Artificial Intelligence, Guangxi University of Finance and Economics, Nanning, China","institution_ids":["https://openalex.org/I163732180"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033713097","display_name":"Yuting Su","orcid":"https://orcid.org/0000-0001-5165-204X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Su","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China","School of Electrical and Information Engineering, Tianjin University, China"],"raw_orcid":"https://orcid.org/0000-0001-5165-204X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7445,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73592473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"36","issue":"10","first_page":"5080","last_page":"5091"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9879999756813049,"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":0.9782000184059143,"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":0.851058304309845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6142753958702087},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5415880680084229},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5340505838394165},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4984591007232666},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.444479763507843},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42252790927886963},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3388904929161072},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33642858266830444},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3358871340751648}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.851058304309845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6142753958702087},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5415880680084229},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5340505838394165},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4984591007232666},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.444479763507843},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42252790927886963},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3388904929161072},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33642858266830444},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3358871340751648},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2023.3337077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3337077","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5632917453","display_name":null,"funder_award_id":"62371330","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7906260662","display_name":null,"funder_award_id":"62361002","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1755205674","https://openalex.org/W1910300841","https://openalex.org/W1923967535","https://openalex.org/W1939575207","https://openalex.org/W1947481528","https://openalex.org/W1951304353","https://openalex.org/W1972036246","https://openalex.org/W1974647172","https://openalex.org/W1983432920","https://openalex.org/W1992371516","https://openalex.org/W1996936615","https://openalex.org/W2038233937","https://openalex.org/W2044195942","https://openalex.org/W2054137409","https://openalex.org/W2069870183","https://openalex.org/W2110329341","https://openalex.org/W2122196799","https://openalex.org/W2124509324","https://openalex.org/W2138584058","https://openalex.org/W2162006472","https://openalex.org/W2163922914","https://openalex.org/W2171790913","https://openalex.org/W2194775991","https://openalex.org/W2266728343","https://openalex.org/W2293824885","https://openalex.org/W2508837377","https://openalex.org/W2554234430","https://openalex.org/W2568737927","https://openalex.org/W2610377240","https://openalex.org/W2618530766","https://openalex.org/W2620123979","https://openalex.org/W2741246388","https://openalex.org/W2798834175","https://openalex.org/W2890032859","https://openalex.org/W2903903916","https://openalex.org/W2904458925","https://openalex.org/W2955273087","https://openalex.org/W2962739339","https://openalex.org/W2962786441","https://openalex.org/W2963173190","https://openalex.org/W2964280870","https://openalex.org/W2966218308","https://openalex.org/W2974497444","https://openalex.org/W2982065678","https://openalex.org/W3006683596","https://openalex.org/W3034239448","https://openalex.org/W3034315422","https://openalex.org/W4251560691","https://openalex.org/W4304091902","https://openalex.org/W4312477797","https://openalex.org/W4379382581","https://openalex.org/W6600593648","https://openalex.org/W6676931166","https://openalex.org/W6678429630","https://openalex.org/W6683255826","https://openalex.org/W6684181414","https://openalex.org/W6685527872","https://openalex.org/W6688152296","https://openalex.org/W6691474080","https://openalex.org/W6697214482","https://openalex.org/W6738979955","https://openalex.org/W6755207826","https://openalex.org/W6767380147","https://openalex.org/W6791353385"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4380075502","https://openalex.org/W3208297503","https://openalex.org/W3119773509","https://openalex.org/W2889153461","https://openalex.org/W2964117661","https://openalex.org/W4388405611","https://openalex.org/W2619127353","https://openalex.org/W3048601286","https://openalex.org/W2965925734"],"abstract_inverted_index":{"The":[0],"pressing":[1],"need":[2],"for":[3,134],"low":[4],"storage":[5],"and":[6,24,60,104,141],"high":[7],"efficiency":[8],"has":[9],"significantly":[10],"propelled":[11],"the":[12,19,30,58,67,129,153,162,172],"advancement":[13],"of":[14,21,29,34,97,131,164],"deep":[15,76],"hashing":[16,53,78,148],"techniques":[17],"in":[18,48,62,167,184],"realm":[20],"large-scale":[22],"search":[23],"retrieval":[25,187],"tasks.":[26,188],"As":[27],"one":[28],"most":[31],"prevailing":[32],"forms":[33],"user-generated":[35],"contents,":[36],"micro-videos":[37],"usually":[38],"represent":[39],"more":[40,146],"complicated":[41],"multi-modal":[42,52,63,77,88,109],"behaviors":[43],"that":[44,84,179],"are":[45],"further":[46],"challenged":[47],"multi-label":[49,132,168,185],"retrieval.":[50],"Existing":[51],"methods":[54],"tend":[55],"to":[56,112,127,144],"prioritize":[57],"complementarity":[59],"consistency":[61],"fusion,":[64],"while":[65,158],"neglecting":[66],"completeness":[68],"problem.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73],"propose":[74],"a":[75,113,123],"with":[79,91],"semantic":[80,165],"enhancement":[81],"(DMHSE)":[82],"method":[83],"effectively":[85],"integrates":[86],"complete":[87],"representation":[89,110,136],"learning":[90,111,125],"discriminative":[92,147],"binary":[93],"coding":[94],"by":[95,170],"means":[96],"collaboration":[98],"between":[99],"two":[100],"distinct":[101],"encoders,":[102],"FoldCoder":[103,106],"HashCoder.":[105],"translates":[107],"latent":[108],"degradation":[114],"process":[115],"through":[116],"mimicking":[117],"data":[118,169],"transmitting.":[119],"Further,":[120],"it":[121],"incorporates":[122],"prompt":[124],"paradigm":[126],"maximize":[128],"utilization":[130],"semantics":[133],"guiding":[135],"learning.":[137],"HashCoder":[138],"combines":[139],"pairwise":[140],"central":[142,159],"constraints":[143],"ensure":[145],"results.":[149],"Pairwise":[150],"constraint":[151,160],"preserves":[152],"original":[154],"local":[155],"relevance":[156],"structure,":[157],"tackles":[161],"problem":[163],"ambiguity":[166],"leveraging":[171],"global":[173],"label":[174],"distribution.":[175],"Experimental":[176],"results":[177],"demonstrate":[178],"DMHSE":[180],"achieves":[181],"superior":[182],"performance":[183],"micro-video":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}