{"id":"https://openalex.org/W3166240318","doi":"https://doi.org/10.1109/tcyb.2021.3081615","title":"Average Approximate Hashing-Based Double Projections Learning for Cross-Modal Retrieval","display_name":"Average Approximate Hashing-Based Double Projections Learning for Cross-Modal Retrieval","publication_year":2021,"publication_date":"2021-06-09","ids":{"openalex":"https://openalex.org/W3166240318","doi":"https://doi.org/10.1109/tcyb.2021.3081615","mag":"3166240318","pmid":"https://pubmed.ncbi.nlm.nih.gov/34106872"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2021.3081615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3081615","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052008856","display_name":"Xiaozhao Fang","orcid":"https://orcid.org/0000-0001-8440-1765"},"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":"Xiaozhao Fang","raw_affiliation_strings":["School of Automation and the Key Laboratory of Intelligent Detection and The Internet of Things in Manufacturing, Ministry of Education, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8440-1765","affiliations":[{"raw_affiliation_string":"School of Automation and the Key Laboratory of Intelligent Detection and The Internet of Things in Manufacturing, Ministry of Education, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028140757","display_name":"Kaihang Jiang","orcid":"https://orcid.org/0000-0002-2310-0907"},"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":"Kaihang Jiang","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050428376","display_name":"Na Han","orcid":"https://orcid.org/0000-0002-9639-7633"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Han","raw_affiliation_strings":["College of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9639-7633","affiliations":[{"raw_affiliation_string":"College of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003969171","display_name":"Shaohua Teng","orcid":"https://orcid.org/0000-0002-7204-1288"},"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":"Shaohua Teng","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7204-1288","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090101808","display_name":"Guoxu Zhou","orcid":"https://orcid.org/0000-0003-1187-577X"},"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":"Guoxu Zhou","raw_affiliation_strings":["School of Automation and the Key Laboratory of Intelligent Information Processing and System Integration of IoT, Ministry of Education, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1187-577X","affiliations":[{"raw_affiliation_string":"School of Automation and the Key Laboratory of Intelligent Information Processing and System Integration of IoT, Ministry of Education, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043262479","display_name":"Shengli Xie","orcid":"https://orcid.org/0000-0003-2041-5214"},"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":"Shengli Xie","raw_affiliation_strings":["School of Automation and the Guangdong&#x2013;HongKong&#x2013;Macao Joint Laboratory for Smart Discrete Manufacturing, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2041-5214","affiliations":[{"raw_affiliation_string":"School of Automation and the Guangdong&#x2013;HongKong&#x2013;Macao Joint Laboratory for Smart Discrete Manufacturing, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0375,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.88663086,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"52","issue":"11","first_page":"11780","last_page":"11793"},"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":1.0,"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":1.0,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9947999715805054,"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":0.9936000108718872,"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/hash-function","display_name":"Hash function","score":0.7976413369178772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.700944185256958},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.6573094725608826},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.47900885343551636},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.466253399848938},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.43558335304260254},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38773220777511597},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36223411560058594},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.35221290588378906},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3037114441394806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2788703143596649}],"concepts":[{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7976413369178772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.700944185256958},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.6573094725608826},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.47900885343551636},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.466253399848938},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.43558335304260254},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38773220777511597},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36223411560058594},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.35221290588378906},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3037114441394806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2788703143596649},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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":[{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2021.3081615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3081615","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:34106872","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34106872","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}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G195941744","display_name":null,"funder_award_id":"2021A1515012017","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G372545226","display_name":null,"funder_award_id":"62006048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3762427849","display_name":null,"funder_award_id":"2019B020208001","funder_id":"https://openalex.org/F4320335795","funder_display_name":"Science and Technology Planning Project of Guangdong Province"},{"id":"https://openalex.org/G6841495791","display_name":"\u57fa\u4e8e\u534f\u540c\u7684\u9c81\u68d2\u591a\u89c6\u56fe\u5b66\u4e60\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61972102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6875080053","display_name":"\u57fa\u4e8e\u9c81\u68d2\u8868\u793a\u7684\u8fc1\u79fb\u5b66\u4e60\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61772141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7631846169","display_name":null,"funder_award_id":"2019B110210002","funder_id":"https://openalex.org/F4320335795","funder_display_name":"Science and Technology Planning Project of Guangdong Province"},{"id":"https://openalex.org/G8808840735","display_name":null,"funder_award_id":"U191140003","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"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320335795","display_name":"Science and Technology Planning Project of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1920291194","https://openalex.org/W1922199343","https://openalex.org/W1969752030","https://openalex.org/W1975900269","https://openalex.org/W1976258951","https://openalex.org/W2086958058","https://openalex.org/W2125378448","https://openalex.org/W2140245639","https://openalex.org/W2162006472","https://openalex.org/W2171033594","https://openalex.org/W2171790913","https://openalex.org/W2199369932","https://openalex.org/W2203543769","https://openalex.org/W2213253086","https://openalex.org/W2266728343","https://openalex.org/W2267050401","https://openalex.org/W2299463932","https://openalex.org/W2345649690","https://openalex.org/W2412709527","https://openalex.org/W2524717549","https://openalex.org/W2526152041","https://openalex.org/W2534101049","https://openalex.org/W2591669147","https://openalex.org/W2606965845","https://openalex.org/W2756236931","https://openalex.org/W2763172947","https://openalex.org/W2783286101","https://openalex.org/W2792991240","https://openalex.org/W2800086785","https://openalex.org/W2802864907","https://openalex.org/W2808301810","https://openalex.org/W2891193211","https://openalex.org/W2940946889","https://openalex.org/W2945524220","https://openalex.org/W2963187862","https://openalex.org/W2971949219","https://openalex.org/W2979667596","https://openalex.org/W3111409838","https://openalex.org/W4292363360","https://openalex.org/W6637373629","https://openalex.org/W6678556256","https://openalex.org/W6688759320","https://openalex.org/W6693399182","https://openalex.org/W6697511038","https://openalex.org/W6786522187","https://openalex.org/W6804164668","https://openalex.org/W6982865310"],"related_works":["https://openalex.org/W2069568684","https://openalex.org/W3019245231","https://openalex.org/W1984081611","https://openalex.org/W2376661060","https://openalex.org/W2948607823","https://openalex.org/W1554022419","https://openalex.org/W4210289650","https://openalex.org/W113683524","https://openalex.org/W4385261619","https://openalex.org/W93624718"],"abstract_inverted_index":{"Cross-modal":[0],"retrieval":[1],"has":[2],"attracted":[3],"considerable":[4],"attention":[5],"for":[6,34],"searching":[7],"in":[8],"large-scale":[9],"multimedia":[10],"databases":[11,237],"because":[12],"of":[13,22,45,53,65,74,82,94,205,224,227],"its":[14],"efficiency":[15],"and":[16,137,160,179],"effectiveness.":[17],"As":[18],"a":[19,87,100,120,141,172,182],"powerful":[20],"tool":[21],"data":[23,54,66,75,81,93,110,152,199,226],"analysis,":[24],"matrix":[25,68,188],"factorization":[26],"is":[27,76,105],"commonly":[28],"used":[29],"to":[30,128,167,194],"learn":[31],"hash":[32,174,211,232],"codes":[33,212],"cross-modal":[35,83,95,246],"retrieval,":[36],"but":[37,55],"there":[38],"are":[39,84,96],"still":[40],"many":[41],"shortcomings.":[42],"First,":[43],"most":[44],"these":[46,130],"methods":[47],"only":[48],"focus":[49],"on":[50,235],"preserving":[51,62],"locality":[52,136],"they":[56],"ignore":[57],"other":[58,169],"factors":[59],"such":[60],"as":[61,230],"reconstruction":[63],"residual":[64,138],"during":[67],"factorization.":[69],"Second,":[70],"the":[71,80,92,109,135,147,163,190,197,202,209,222,231,240],"energy":[72,204],"loss":[73],"not":[77,106],"considered":[78],"when":[79],"projected":[85,98,198,225],"into":[86,99,140,156,189],"common":[88],"semantic":[89,102,158],"space.":[90],"Third,":[91],"directly":[97],"unified":[101,173],"space":[103],"which":[104],"reasonable":[107],"since":[108],"from":[111,153],"different":[112,115,154,157,228],"modalities":[113,155,229],"have":[114],"properties.":[116],"This":[117],"article":[118],"proposes":[119],"novel":[121],"method":[122],"called":[123],"average":[124,216],"approximate":[125,166,217],"hashing":[126,247],"(AAH)":[127],"address":[129],"problems":[131],"by:":[132],"1)":[133],"integrating":[134],"preservation":[139],"graph":[142,191],"embedding":[143,192],"framework":[144,193],"by":[145,213],"using":[146,214,221],"label":[148],"information;":[149],"2)":[150],"projecting":[151],"spaces":[159,165],"then":[161],"making":[162],"two":[164],"each":[168],"so":[170],"that":[171,196,219,239],"code":[175],"can":[176,200],"be":[177],"obtained;":[178],"3)":[180],"introducing":[181],"principal":[183],"component":[184],"analysis":[185],"(PCA)-like":[186],"projection":[187],"guarantee":[195],"preserve":[201],"main":[203],"data.":[206],"AAH":[207,242],"obtains":[208],"final":[210],"an":[215],"strategy,":[218],"is,":[220],"mean":[223],"codes.":[233],"Experiments":[234],"standard":[236],"show":[238],"proposed":[241],"outperforms":[243],"several":[244],"state-of-the-art":[245],"methods.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
