{"id":"https://openalex.org/W2167451801","doi":"https://doi.org/10.1109/tip.2015.2390975","title":"Multiview Alignment Hashing for Efficient Image Search","display_name":"Multiview Alignment Hashing for Efficient Image Search","publication_year":2015,"publication_date":"2015-01-12","ids":{"openalex":"https://openalex.org/W2167451801","doi":"https://doi.org/10.1109/tip.2015.2390975","mag":"2167451801","pmid":"https://pubmed.ncbi.nlm.nih.gov/25594968"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2015.2390975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2015.2390975","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5100418866","display_name":"Li Liu","orcid":"https://orcid.org/0000-0002-9121-5124"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["Department of Computer Science and Digital Technologies, Northumbria University, Newcastle upon Tyne, U.K","Department of Computer Science and Digital Technologies, Northumbria University, Newcastle Upon Tyne, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Digital Technologies, Northumbria University, Newcastle upon Tyne, U.K","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Department of Computer Science and Digital Technologies, Northumbria University, Newcastle Upon Tyne, U.K","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103093144","display_name":"Mengyang Yu","orcid":"https://orcid.org/0000-0003-1191-429X"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mengyang Yu","raw_affiliation_strings":["Department of Computer Science and Digital Technologies, Northumbria University, Newcastle upon Tyne, U.K","Department of Computer Science and Digital Technologies, Northumbria University, Newcastle Upon Tyne, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Digital Technologies, Northumbria University, Newcastle upon Tyne, U.K","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Department of Computer Science and Digital Technologies, Northumbria University, Newcastle Upon Tyne, U.K","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082634513","display_name":"Ling Shao","orcid":"https://orcid.org/0000-0002-8264-6117"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ling Shao","raw_affiliation_strings":["Department of Computer Science and Digital Technologies, Northumbria University, Newcastle upon Tyne, U.K","Department of Computer Science and Digital Technologies, Northumbria University, Newcastle Upon Tyne, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Digital Technologies, Northumbria University, Newcastle upon Tyne, U.K","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Department of Computer Science and Digital Technologies, Northumbria University, Newcastle Upon Tyne, U.K","institution_ids":["https://openalex.org/I32394136"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I32394136"],"apc_list":null,"apc_paid":null,"fwci":14.5101,"has_fulltext":false,"cited_by_count":166,"citation_normalized_percentile":{"value":0.99254383,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"24","issue":"3","first_page":"956","last_page":"966"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9955999851226807,"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":0.995199978351593,"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/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.7225267887115479},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6656559705734253},{"id":"https://openalex.org/keywords/feature-hashing","display_name":"Feature hashing","score":0.6532435417175293},{"id":"https://openalex.org/keywords/universal-hashing","display_name":"Universal hashing","score":0.5820192098617554},{"id":"https://openalex.org/keywords/k-independent-hashing","display_name":"K-independent hashing","score":0.5685526728630066},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5531483888626099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5501240491867065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49671798944473267},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.43272367119789124},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.42868202924728394},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.42252954840660095},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41958293318748474},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4071066379547119},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.30683082342147827},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.23017624020576477},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2032599151134491}],"concepts":[{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.7225267887115479},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6656559705734253},{"id":"https://openalex.org/C133667856","wikidata":"https://www.wikidata.org/wiki/Q5439682","display_name":"Feature hashing","level":5,"score":0.6532435417175293},{"id":"https://openalex.org/C116058348","wikidata":"https://www.wikidata.org/wiki/Q846912","display_name":"Universal hashing","level":5,"score":0.5820192098617554},{"id":"https://openalex.org/C187062812","wikidata":"https://www.wikidata.org/wiki/Q6322840","display_name":"K-independent hashing","level":5,"score":0.5685526728630066},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5531483888626099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5501240491867065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49671798944473267},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.43272367119789124},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.42868202924728394},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.42252954840660095},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41958293318748474},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4071066379547119},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.30683082342147827},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.23017624020576477},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2032599151134491},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/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/tip.2015.2390975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2015.2390975","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:25594968","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25594968","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:nrl.northumbria.ac.uk:21545","is_oa":false,"landing_page_url":"http://nrl.northumbria.ac.uk/21545/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ueaeprints.uea.ac.uk:62622","is_oa":false,"landing_page_url":"https://ueaeprints.uea.ac.uk/id/eprint/62622/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W189447628","https://openalex.org/W199018803","https://openalex.org/W206485169","https://openalex.org/W1468978781","https://openalex.org/W1502916507","https://openalex.org/W1506222585","https://openalex.org/W1528703258","https://openalex.org/W1545641654","https://openalex.org/W1566135517","https://openalex.org/W1576445103","https://openalex.org/W1670132599","https://openalex.org/W1835419070","https://openalex.org/W1902027874","https://openalex.org/W1972662507","https://openalex.org/W1973948212","https://openalex.org/W1981271712","https://openalex.org/W2001313406","https://openalex.org/W2014812507","https://openalex.org/W2024082504","https://openalex.org/W2032078878","https://openalex.org/W2038233937","https://openalex.org/W2041404167","https://openalex.org/W2065494927","https://openalex.org/W2074668987","https://openalex.org/W2095609079","https://openalex.org/W2105610271","https://openalex.org/W2106642566","https://openalex.org/W2108119513","https://openalex.org/W2118718620","https://openalex.org/W2121238376","https://openalex.org/W2121568632","https://openalex.org/W2134601979","https://openalex.org/W2135029798","https://openalex.org/W2136171036","https://openalex.org/W2145607950","https://openalex.org/W2152756885","https://openalex.org/W2156142937","https://openalex.org/W2157890044","https://openalex.org/W2161969291","https://openalex.org/W2162670057","https://openalex.org/W2166563371","https://openalex.org/W2166782149","https://openalex.org/W2168037874","https://openalex.org/W2187089797","https://openalex.org/W2251864938","https://openalex.org/W2293597654","https://openalex.org/W2296319761","https://openalex.org/W2296457436","https://openalex.org/W2624213918","https://openalex.org/W2978725006","https://openalex.org/W3118608800","https://openalex.org/W4250589301","https://openalex.org/W6607662215","https://openalex.org/W6608183366","https://openalex.org/W6629956336","https://openalex.org/W6632636493","https://openalex.org/W6634343353","https://openalex.org/W6636883489","https://openalex.org/W6677759377","https://openalex.org/W6680012447","https://openalex.org/W6691474080","https://openalex.org/W6697214482","https://openalex.org/W6787972765"],"related_works":["https://openalex.org/W2100189723","https://openalex.org/W1554555624","https://openalex.org/W2949049896","https://openalex.org/W2584541861","https://openalex.org/W2184777945","https://openalex.org/W2104208555","https://openalex.org/W1998749283","https://openalex.org/W1997107867","https://openalex.org/W2167451801","https://openalex.org/W1982193706"],"abstract_inverted_index":{"Hashing":[0],"is":[1,63,78,145,154,188],"a":[2,21,27,49,87,104,126,166],"popular":[3],"and":[4,111,149,163,199,202],"efficient":[5],"method":[6,187,208],"for":[7,58,65,73],"nearest":[8],"neighbor":[9],"search":[10],"in":[11],"large-scale":[12],"data":[13,193],"spaces":[14],"by":[15],"embedding":[16],"high-dimensional":[17,45],"feature":[18,46,53,139],"descriptors":[19],"into":[20],"similarity":[22],"preserving":[23],"Hamming":[24],"space":[25],"with":[26,161],"low":[28],"dimension.":[29],"For":[30],"most":[31],"hashing":[32,76,92,176,214],"methods,":[33],"the":[34,41,44,108,114,132,138,142,172,175,203,211],"performance":[35],"of":[36,43,52,118],"retrieval":[37],"heavily":[38],"depends":[39],"on":[40,95,191],"choice":[42],"descriptor.":[47],"Furthermore,":[48],"single":[50],"type":[51],"cannot":[54],"be":[55],"descriptive":[56],"enough":[57],"different":[59],"images":[60],"when":[61],"it":[62],"used":[64],"hashing.":[66],"Thus,":[67],"how":[68],"to":[69,124,129,165],"combine":[70],"multiple":[71,133],"representations":[72],"learning":[74],"effective":[75],"functions":[77,177],"an":[79,158],"imminent":[80],"task.":[81],"In":[82,120],"this":[83],"paper,":[84],"we":[85,122],"present":[86],"novel":[88],"unsupervised":[89],"multiview":[90,213],"alignment":[91],"approach":[93],"based":[94],"regularized":[96],"kernel":[97],"nonnegative":[98],"matrix":[99,127],"factorization,":[100],"which":[101],"can":[102],"find":[103],"compact":[105],"representation":[106],"uncovering":[107],"hidden":[109],"semantics":[110],"simultaneously":[112],"respecting":[113],"joint":[115],"probability":[116],"distribution":[117],"data.":[119],"particular,":[121],"aim":[123],"seek":[125],"factorization":[128],"effectively":[130],"fuse":[131],"information":[134],"sources":[135],"meanwhile":[136],"discarding":[137],"redundancy.":[140],"Since":[141],"raised":[143],"problem":[144],"regarded":[146],"as":[147],"nonconvex":[148],"discrete,":[150],"our":[151,207],"objective":[152],"function":[153],"then":[155],"optimized":[156],"via":[157],"alternate":[159],"way":[160],"relaxation":[162],"converges":[164],"locally":[167],"optimal":[168],"solution.":[169],"After":[170],"finding":[171],"low-dimensional":[173],"representation,":[174],"are":[178],"finally":[179],"obtained":[180],"through":[181],"multivariable":[182],"logistic":[183],"regression.":[184],"The":[185],"proposed":[186],"systematically":[189],"evaluated":[190],"three":[192],"sets:":[194],"1)":[195],"Caltech-256;":[196],"2)":[197],"CIFAR-10;":[198],"3)":[200],"CIFAR-20,":[201],"results":[204],"show":[205],"that":[206],"significantly":[209],"outperforms":[210],"state-of-the-art":[212],"techniques.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":22},{"year":2016,"cited_by_count":26},{"year":2015,"cited_by_count":17}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}