{"id":"https://openalex.org/W4379781684","doi":"https://doi.org/10.1145/3591106.3592228","title":"MuseHash: Supervised Bayesian Hashing for Multimodal Image Representation","display_name":"MuseHash: Supervised Bayesian Hashing for Multimodal Image Representation","publication_year":2023,"publication_date":"2023-06-08","ids":{"openalex":"https://openalex.org/W4379781684","doi":"https://doi.org/10.1145/3591106.3592228"},"language":"en","primary_location":{"id":"doi:10.1145/3591106.3592228","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3591106.3592228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075513761","display_name":"Maria Pegia","orcid":"https://orcid.org/0000-0003-2643-0028"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maria Pegia","raw_affiliation_strings":["Information Technologies Institute Centre of Research & Technology - Hellas, Greece"],"raw_orcid":"https://orcid.org/0000-0003-2643-0028","affiliations":[{"raw_affiliation_string":"Information Technologies Institute Centre of Research & Technology - Hellas, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086391323","display_name":"Bj\u00f6rn \u00de\u00f3r J\u00f3nsson","orcid":"https://orcid.org/0000-0003-0889-3491"},"institutions":[{"id":"https://openalex.org/I123185442","display_name":"Reykjav\u00edk University","ror":"https://ror.org/05d2kyx68","country_code":"IS","type":"education","lineage":["https://openalex.org/I123185442"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn \u00de\u00f3r J\u00f3nsson","raw_affiliation_strings":["Reykjavik University, Iceland"],"raw_orcid":"https://orcid.org/0000-0003-0889-3491","affiliations":[{"raw_affiliation_string":"Reykjavik University, Iceland","institution_ids":["https://openalex.org/I123185442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078232784","display_name":"Anastasia Moumtzidou","orcid":"https://orcid.org/0000-0001-7615-8400"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasia Moumtzidou","raw_affiliation_strings":["Information Technologies Institute Centre of Research & Technology - Hellas, Greece"],"raw_orcid":"https://orcid.org/0000-0001-7615-8400","affiliations":[{"raw_affiliation_string":"Information Technologies Institute Centre of Research & Technology - Hellas, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008331264","display_name":"Ilias Gialampoukidis","orcid":"https://orcid.org/0000-0002-5234-9795"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ilias Gialampoukidis","raw_affiliation_strings":["Information Technologies Institute Centre of Research & Technology - Hellas, Greece"],"raw_orcid":"https://orcid.org/0000-0002-5234-9795","affiliations":[{"raw_affiliation_string":"Information Technologies Institute Centre of Research & Technology - Hellas, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065313479","display_name":"Stefanos Vrochidis","orcid":"https://orcid.org/0000-0002-2505-9178"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stefanos Vrochidis","raw_affiliation_strings":["Information Technologies Institute Centre of Research & Technology - Hellas, Greece"],"raw_orcid":"https://orcid.org/0000-0002-2505-9178","affiliations":[{"raw_affiliation_string":"Information Technologies Institute Centre of Research & Technology - Hellas, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084122016","display_name":"Ioannis Kompatsiaris","orcid":"https://orcid.org/0000-0001-6447-9020"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Kompatsiaris","raw_affiliation_strings":["Information Technologies Institute Centre of Research & Technology - Hellas, Greece"],"raw_orcid":"https://orcid.org/0000-0001-6447-9020","affiliations":[{"raw_affiliation_string":"Information Technologies Institute Centre of Research & Technology - Hellas, Greece","institution_ids":["https://openalex.org/I4210093649"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"434","last_page":"442"},"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":0.9937999844551086,"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":0.9922999739646912,"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":0.764890730381012},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6693458557128906},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6139662265777588},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.562525749206543},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5157137513160706},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3569403290748596},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.26100119948387146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.764890730381012},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6693458557128906},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6139662265777588},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.562525749206543},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5157137513160706},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3569403290748596},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26100119948387146},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3591106.3592228","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3591106.3592228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1648445109","https://openalex.org/W1920291194","https://openalex.org/W1922199343","https://openalex.org/W1953304751","https://openalex.org/W1976258951","https://openalex.org/W2007972815","https://openalex.org/W2026653933","https://openalex.org/W2086958058","https://openalex.org/W2103658959","https://openalex.org/W2138118304","https://openalex.org/W2155803963","https://openalex.org/W2187089797","https://openalex.org/W2526152041","https://openalex.org/W2601707599","https://openalex.org/W2612678766","https://openalex.org/W2766280096","https://openalex.org/W2768896610","https://openalex.org/W2798834175","https://openalex.org/W2799357973","https://openalex.org/W2802864907","https://openalex.org/W2808376087","https://openalex.org/W2891193211","https://openalex.org/W2896457183","https://openalex.org/W2910736524","https://openalex.org/W2962955826","https://openalex.org/W2963187862","https://openalex.org/W3011801827","https://openalex.org/W3015514419","https://openalex.org/W3090280491","https://openalex.org/W3091672398","https://openalex.org/W3136345137","https://openalex.org/W3159166099","https://openalex.org/W3196246284","https://openalex.org/W3207668481","https://openalex.org/W4283721615","https://openalex.org/W4285028319","https://openalex.org/W4285155682","https://openalex.org/W4287185281","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":{"This":[0,100],"paper":[1],"presents":[2],"a":[3,110],"novel":[4],"method":[5,23],"for":[6,113],"supporting":[7],"multiple":[8],"modalities":[9],"in":[10,48,82],"the":[11,27,31,35,42,49,57,88,102],"field":[12],"of":[13,30,37,56,87,106],"image":[14,83,115],"retrieval,":[15],"called":[16],"Multimodal":[17],"Bayesian":[18,38,60],"Supervised":[19],"Hashing":[20,64],"(MuseHash).":[21],"The":[22],"takes":[24],"into":[25],"consideration":[26],"semantic":[28,43],"information":[29],"training":[32],"data":[33],"through":[34],"use":[36],"regression":[39],"to":[40],"estimate":[41],"probabilities":[44],"and":[45,71,94,104],"statistical":[46],"properties":[47],"retrieval":[50,84],"process.":[51],"MuseHash":[52,76],"is":[53],"an":[54],"extension":[55],"previously":[58],"proposed":[59],"ridge-based":[61],"Semantic":[62],"Preserving":[63],"(BiasHash)":[65],"method.":[66],"Experimentation":[67],"on":[68],"various":[69],"domain-specific":[70],"benchmark":[72],"datasets":[73],"demonstrates":[74],"that":[75],"outperforms":[77],"seven":[78],"existing":[79],"state-of-the-art":[80],"methods":[81],"performance,":[85],"regardless":[86],"feature":[89],"extractor":[90],"type,":[91],"code":[92],"length,":[93],"visual":[95],"or":[96],"textual":[97],"descriptors":[98],"used.":[99],"highlights":[101],"robustness":[103],"adaptability":[105],"MuseHash,":[107],"making":[108],"it":[109],"promising":[111],"solution":[112],"multimodal":[114],"retrieval.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}