{"id":"https://openalex.org/W2028594932","doi":"https://doi.org/10.1109/icme.2014.6890264","title":"Cross-media hashing with kernel regression","display_name":"Cross-media hashing with kernel regression","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2028594932","doi":"https://doi.org/10.1109/icme.2014.6890264","mag":"2028594932"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2014.6890264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2014.6890264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-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/A5061025828","display_name":"Yu Zhou","orcid":"https://orcid.org/0000-0001-8407-1137"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhou Yu","raw_affiliation_strings":["Zhejiang University, China","ZHEJIANG UNIVERSITY, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"ZHEJIANG UNIVERSITY, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343712","display_name":"Yin Zhang\u22c6","orcid":"https://orcid.org/0000-0002-1772-0763"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin Zhang","raw_affiliation_strings":["Zhejiang University, China","ZHEJIANG UNIVERSITY, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"ZHEJIANG UNIVERSITY, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063062444","display_name":"Siliang Tang","orcid":"https://orcid.org/0000-0002-7356-9711"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siliang Tang","raw_affiliation_strings":["Zhejiang University, China","ZHEJIANG UNIVERSITY, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"ZHEJIANG UNIVERSITY, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005421447","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0002-0512-880X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yi Yang","raw_affiliation_strings":["University of Queensland, Australia","University of Queensland, Australia,"],"affiliations":[{"raw_affiliation_string":"University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"University of Queensland, Australia,","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111172356","display_name":"Qi Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Tian","raw_affiliation_strings":["University of Texas, USA","University of Texas , USA"],"affiliations":[{"raw_affiliation_string":"University of Texas, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"University of Texas , USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055469774","display_name":"Jiebo Luo","orcid":"https://orcid.org/0000-0002-4516-9729"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiebo Luo","raw_affiliation_strings":["University of Rochester, USA"],"affiliations":[{"raw_affiliation_string":"University of Rochester, USA","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061025828"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.4941,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69164923,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9944999814033508,"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":0.9944000244140625,"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":0.8387452960014343},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7026113271713257},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5437374114990234},{"id":"https://openalex.org/keywords/feature-hashing","display_name":"Feature hashing","score":0.5403892993927002},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5280328989028931},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.5233021378517151},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.451151043176651},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4478404223918915},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.43508633971214294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3963175415992737},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.3654903173446655},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32947155833244324},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.29382580518722534},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16919571161270142},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08155965805053711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8387452960014343},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7026113271713257},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5437374114990234},{"id":"https://openalex.org/C133667856","wikidata":"https://www.wikidata.org/wiki/Q5439682","display_name":"Feature hashing","level":5,"score":0.5403892993927002},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5280328989028931},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.5233021378517151},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.451151043176651},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4478404223918915},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.43508633971214294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3963175415992737},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.3654903173446655},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32947155833244324},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.29382580518722534},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16919571161270142},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08155965805053711},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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":2,"locations":[{"id":"doi:10.1109/icme.2014.6890264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2014.6890264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:367132","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.49000000953674316}],"awards":[],"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":17,"referenced_works":["https://openalex.org/W199018803","https://openalex.org/W1835419070","https://openalex.org/W1970055505","https://openalex.org/W1997559607","https://openalex.org/W2064797228","https://openalex.org/W2067766814","https://openalex.org/W2145065594","https://openalex.org/W2160840682","https://openalex.org/W2251864938","https://openalex.org/W2293597654","https://openalex.org/W2294512729","https://openalex.org/W2397338926","https://openalex.org/W6608183366","https://openalex.org/W6649929299","https://openalex.org/W6691474080","https://openalex.org/W6697214482","https://openalex.org/W6712906044"],"related_works":["https://openalex.org/W2135779989","https://openalex.org/W4381744218","https://openalex.org/W2144265691","https://openalex.org/W2767764284","https://openalex.org/W2059244188","https://openalex.org/W2000601968","https://openalex.org/W1554555624","https://openalex.org/W2000284985","https://openalex.org/W2158169729","https://openalex.org/W2086731314"],"abstract_inverted_index":{"Cross-media":[0],"retrieval":[1,8,68,84,134],"is":[2,51,90],"a":[3,76,98],"challenging":[4],"problem":[5,69],"in":[6,70],"multimedia":[7],"area.":[9],"In":[10,93],"the":[11,29,37,41,52,59,66,71,111,115,138],"real-world,":[12],"many":[13],"applications":[14],"involve":[15],"multi-modal":[16],"data,":[17],"e.g.,":[18],"web":[19],"pages":[20],"containing":[21],"both":[22],"images":[23],"and":[24,32,44],"texts.":[25],"How":[26],"to":[27,35,109],"utilize":[28],"intrinsic":[30],"intra-modality":[31],"inter-modality":[33],"similarity":[34],"learn":[36],"appropriate":[38],"relationships":[39],"of":[40,54],"data":[42,73,116,126],"objects":[43,117],"provide":[45],"efficient":[46,83],"search":[47],"across":[48,118],"different":[49,119],"modalities":[50],"core":[53],"cross-media":[55,77,99,133],"retrieval.":[56],"Inspired":[57],"by":[58],"fact":[60],"that":[61,129],"hashing":[62,78,100],"methods":[63],"well":[64],"address":[65],"fast":[67],"large-scale":[72],"settings,":[74],"designing":[75],"approach":[79,101],"which":[80],"can":[81],"perform":[82],"over":[85],"heterogenous":[86],"high-dimensional":[87],"feature":[88],"spaces":[89],"highly":[91],"desirable.":[92],"this":[94],"paper,":[95],"we":[96],"propose":[97],"based":[102],"on":[103,123],"kernel":[104],"regression":[105],"(abbreviated":[106],"as":[107],"KRCMH)":[108],"obtain":[110],"hash":[112],"codes":[113],"for":[114],"modalities.":[120],"The":[121],"experiments":[122],"two":[124],"real-world":[125],"sets":[127],"show":[128],"KRCMH":[130],"achieves":[131],"superior":[132],"performance":[135],"comparing":[136],"with":[137],"state-of-the-art":[139],"methods.":[140]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}