{"id":"https://openalex.org/W3208922547","doi":"https://doi.org/10.1109/tmm.2021.3119868","title":"Deep Co-Image-Label Hashing for Multi-Label Image Retrieval","display_name":"Deep Co-Image-Label Hashing for Multi-Label Image Retrieval","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W3208922547","doi":"https://doi.org/10.1109/tmm.2021.3119868","mag":"3208922547"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2021.3119868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3119868","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5061132796","display_name":"Xiaobo Shen","orcid":"https://orcid.org/0000-0001-8494-4532"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaobo Shen","raw_affiliation_strings":["School of Computer and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-8494-4532","affiliations":[{"raw_affiliation_string":"School of Computer and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101419084","display_name":"Guohua Dong","orcid":"https://orcid.org/0000-0003-1955-3804"},"institutions":[{"id":"https://openalex.org/I4391767653","display_name":"Institute of Basic Medical Sciences of the Chinese Academy of Medical Sciences","ror":"https://ror.org/055qbch41","country_code":null,"type":"facility","lineage":["https://openalex.org/I200296433","https://openalex.org/I4391767653"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohua Dong","raw_affiliation_strings":["Center for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, China","institution_ids":["https://openalex.org/I4391767653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087119507","display_name":"Yuhui Zheng","orcid":"https://orcid.org/0000-0002-1709-3093"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Zheng","raw_affiliation_strings":["School of Computer and Software, Nanjing University of Information Science and Technology, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-1709-3093","affiliations":[{"raw_affiliation_string":"School of Computer and Software, Nanjing University of Information Science and Technology, Jiangsu, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060251766","display_name":"Long Lan","orcid":"https://orcid.org/0000-0002-4238-8985"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Lan","raw_affiliation_strings":["Institute for Quantum Information &amp; State Key Laboratory of High Performance Computing, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-4238-8985","affiliations":[{"raw_affiliation_string":"Institute for Quantum Information &amp; State Key Laboratory of High Performance Computing, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ivor Tsang","orcid":"https://orcid.org/0000-0003-2211-8176"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ivor Tsang","raw_affiliation_strings":["Center for Artificial Intelligence, University of Technology Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2211-8176","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034434932","display_name":"Quansen Sun","orcid":"https://orcid.org/0000-0001-6019-1986"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan-Sen Sun","raw_affiliation_strings":["School of Computer and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-6019-1986","affiliations":[{"raw_affiliation_string":"School of Computer and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061132796"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":3.9769,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.95107547,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":null,"first_page":"1116","last_page":"1126"},"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":0.9984999895095825,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8229629993438721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7634603381156921},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7124230861663818},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.711590051651001},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6510405540466309},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.6118226051330566},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6066877841949463},{"id":"https://openalex.org/keywords/hamming-space","display_name":"Hamming space","score":0.5745372176170349},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5229744911193848},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.48748278617858887},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44585326313972473},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.4330729842185974},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4135567247867584},{"id":"https://openalex.org/keywords/hamming-code","display_name":"Hamming code","score":0.2342437505722046},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.18665051460266113},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07420539855957031}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8229629993438721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7634603381156921},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7124230861663818},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.711590051651001},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6510405540466309},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.6118226051330566},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6066877841949463},{"id":"https://openalex.org/C2779494224","wikidata":"https://www.wikidata.org/wiki/Q5645799","display_name":"Hamming space","level":5,"score":0.5745372176170349},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5229744911193848},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.48748278617858887},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44585326313972473},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.4330729842185974},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4135567247867584},{"id":"https://openalex.org/C73150493","wikidata":"https://www.wikidata.org/wiki/Q853922","display_name":"Hamming code","level":4,"score":0.2342437505722046},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.18665051460266113},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07420539855957031},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2021.3119868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3119868","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1774912843","display_name":null,"funder_award_id":"BK20211539","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G3151452821","display_name":null,"funder_award_id":"61906210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5830298717","display_name":null,"funder_award_id":"62176126","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6143281916","display_name":null,"funder_award_id":"61972206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7239605087","display_name":null,"funder_award_id":"BK20190440","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G7831906081","display_name":null,"funder_award_id":"61906091","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8787955720","display_name":null,"funder_award_id":"30921011210","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1910300841","https://openalex.org/W1923967535","https://openalex.org/W1939575207","https://openalex.org/W1974647172","https://openalex.org/W1992371516","https://openalex.org/W1996936615","https://openalex.org/W2001439237","https://openalex.org/W2007972815","https://openalex.org/W2034593090","https://openalex.org/W2038967169","https://openalex.org/W2074668987","https://openalex.org/W2108598243","https://openalex.org/W2114315281","https://openalex.org/W2155803963","https://openalex.org/W2164736477","https://openalex.org/W2293824885","https://openalex.org/W2411707397","https://openalex.org/W2508837377","https://openalex.org/W2560096627","https://openalex.org/W2604675517","https://openalex.org/W2742121874","https://openalex.org/W2766724094","https://openalex.org/W2890032859","https://openalex.org/W2920852583","https://openalex.org/W2962786441","https://openalex.org/W2963213486","https://openalex.org/W2964280870","https://openalex.org/W2965855729","https://openalex.org/W2966218308","https://openalex.org/W2979656080","https://openalex.org/W3008062779","https://openalex.org/W3036745850","https://openalex.org/W3205749498","https://openalex.org/W6629956336","https://openalex.org/W6681077227","https://openalex.org/W6684181414","https://openalex.org/W6688152296","https://openalex.org/W6688844344","https://openalex.org/W6691474080","https://openalex.org/W6697214482"],"related_works":["https://openalex.org/W1993530675","https://openalex.org/W2734503711","https://openalex.org/W2981938443","https://openalex.org/W4312275662","https://openalex.org/W2766820688","https://openalex.org/W1999265394","https://openalex.org/W3127286723","https://openalex.org/W2796938763","https://openalex.org/W3208922547","https://openalex.org/W4372270422"],"abstract_inverted_index":{"Deep":[0,59],"supervised":[1,148],"hashing":[2,23,149],"has":[3,45],"greatly":[4],"improved":[5],"retrieval":[6],"performance":[7],"with":[8],"the":[9,39,78,110,115,142],"powerful":[10],"learning":[11],"capability":[12],"of":[13],"deep":[14,22,84,147],"neural":[15],"network.":[16],"In":[17],"multi-label":[18,50,139,152],"image":[19,70,153],"retrieval,":[20],"existing":[21],"simply":[24],"indicates":[25],"whether":[26],"two":[27,74,79],"images":[28],"are":[29],"similar":[30],"by":[31],"constructing":[32],"a":[33,82],"similarity":[34,97],"matrix.":[35],"However,":[36],"it":[37],"ignores":[38],"dependency":[40],"among":[41,98],"multiple":[42],"labels":[43],"that":[44,119,131],"been":[46],"shown":[47],"important":[48],"in":[49],"application.":[51],"To":[52,103],"fulfill":[53],"this":[54,56],"gap,":[55],"paper":[57],"proposes":[58,88],"Co-Image-Label":[60],"Hashing":[61],"(DCILH)":[62],"to":[63,89,127],"discover":[64],"label":[65,72,105,124],"dependency.":[66],"Specifically,":[67],"DCILH":[68,87,107,144],"regards":[69],"and":[71,76,95,101],"as":[73],"views,":[75],"maps":[77],"views":[80],"into":[81],"common":[83],"Hamming":[85],"space.":[86],"learn":[90],"prototype":[91],"for":[92],"each":[93],"label,":[94],"preserve":[96],"images,":[99],"labels,":[100,117],"prototypes.":[102],"exploit":[104],"dependency,":[106],"further":[108],"employs":[109],"label-correlation":[111],"aware":[112],"loss":[113],"on":[114,122,132,137,150],"predicted":[116,120],"such":[118],"output":[121],"positive":[123],"is":[125],"enforced":[126],"be":[128],"larger":[129],"than":[130],"negative":[133],"label.":[134],"Extensive":[135],"experiments":[136],"several":[138],"benchmarks":[140],"demonstrate":[141],"proposed":[143],"outperforms":[145],"state-of-the-art":[146],"large-scale":[151],"retrieval.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":17}],"updated_date":"2026-05-30T09:04:40.226872","created_date":"2025-10-10T00:00:00"}
