{"id":"https://openalex.org/W2990153998","doi":"https://doi.org/10.1109/iccvw.2019.00233","title":"Fusion of Multimodal Embeddings for Ad-Hoc Video Search","display_name":"Fusion of Multimodal Embeddings for Ad-Hoc Video Search","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2990153998","doi":"https://doi.org/10.1109/iccvw.2019.00233","mag":"2990153998"},"language":"en","primary_location":{"id":"doi:10.1109/iccvw.2019.00233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw.2019.00233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03555283","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109744334","display_name":"Danny Francis","orcid":null},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Danny Francis","raw_affiliation_strings":["EURECOM, Sophia-Antipolis, France","Eurecom [Sophia Antipolis]"],"affiliations":[{"raw_affiliation_string":"EURECOM, Sophia-Antipolis, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"Eurecom [Sophia Antipolis]","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000332791","display_name":"Phuong Anh Nguyen","orcid":"https://orcid.org/0000-0003-1289-3785"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Phuong Anh Nguyen","raw_affiliation_strings":["City University of Hong-Kong, Kowloon, Hong Kong","City University of Hong Kong [Hong Kong]"],"affiliations":[{"raw_affiliation_string":"City University of Hong-Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"City University of Hong Kong [Hong Kong]","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038148603","display_name":"Beno\u00eet Huet","orcid":"https://orcid.org/0000-0002-0608-6939"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Huet","raw_affiliation_strings":["EURECOM, Sophia-Antipolis, France","Eurecom [Sophia Antipolis]"],"affiliations":[{"raw_affiliation_string":"EURECOM, Sophia-Antipolis, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"Eurecom [Sophia Antipolis]","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010722442","display_name":"Chong\u2010Wah Ngo","orcid":"https://orcid.org/0000-0003-4182-8261"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chong-Wah Ngo","raw_affiliation_strings":["City University of Hong-Kong, Kowloon, Hong Kong","City University of Hong Kong [Hong Kong]"],"affiliations":[{"raw_affiliation_string":"City University of Hong-Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"City University of Hong Kong [Hong Kong]","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109744334"],"corresponding_institution_ids":["https://openalex.org/I1902872"],"apc_list":null,"apc_paid":null,"fwci":1.06885757,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.81193715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1868","last_page":"1872"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9975000023841858,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9937999844551086,"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":0.8545389771461487},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6826689839363098},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.6315183639526367},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5515418648719788},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.5408658385276794},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5332524180412292},{"id":"https://openalex.org/keywords/video-retrieval","display_name":"Video retrieval","score":0.4950820505619049},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46157512068748474},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4176539182662964},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3829961121082306},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.3034682869911194},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14703866839408875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8545389771461487},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6826689839363098},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6315183639526367},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5515418648719788},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.5408658385276794},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5332524180412292},{"id":"https://openalex.org/C2983174267","wikidata":"https://www.wikidata.org/wiki/Q3775098","display_name":"Video retrieval","level":2,"score":0.4950820505619049},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46157512068748474},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4176539182662964},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3829961121082306},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.3034682869911194},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14703866839408875},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccvw.2019.00233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw.2019.00233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03555283v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03555283","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03555283v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03555283","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1836465849","https://openalex.org/W1861492603","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2108598243","https://openalex.org/W2157331557","https://openalex.org/W2164290393","https://openalex.org/W2185037617","https://openalex.org/W2194775991","https://openalex.org/W2252254117","https://openalex.org/W2425121537","https://openalex.org/W2732026016","https://openalex.org/W2774267535","https://openalex.org/W2885748754","https://openalex.org/W2949117887","https://openalex.org/W2950557411","https://openalex.org/W2953384591","https://openalex.org/W2963293463","https://openalex.org/W2963499204","https://openalex.org/W2963524571","https://openalex.org/W3044021461","https://openalex.org/W3121480429","https://openalex.org/W6638667902","https://openalex.org/W6639102338","https://openalex.org/W6674330103","https://openalex.org/W6684090549","https://openalex.org/W6686291073","https://openalex.org/W6713134421","https://openalex.org/W6740934225"],"related_works":["https://openalex.org/W2172231696","https://openalex.org/W2089969684","https://openalex.org/W2002918846","https://openalex.org/W2503910294","https://openalex.org/W2384506582","https://openalex.org/W2034539438","https://openalex.org/W2939080844","https://openalex.org/W2130191173","https://openalex.org/W2169981646","https://openalex.org/W1787428848"],"abstract_inverted_index":{"The":[0],"challenge":[1],"of":[2,40],"Ad-Hoc":[3],"Video":[4],"Search":[5],"(AVS)":[6],"originates":[7],"from":[8,35],"free-form":[9],"(i.e.,":[10,16],"no":[11],"pre-defined":[12],"vocabulary)":[13],"and":[14,28,83],"free-style":[15],"natural":[17],"language)":[18],"query":[19],"description.":[20],"Bridging":[21],"the":[22,36],"semantic":[23],"gap":[24],"between":[25],"AVS":[26,41],"queries":[27],"videos":[29,88],"becomes":[30],"highly":[31],"difficult":[32],"as":[33],"evidenced":[34],"low":[37],"retrieval":[38,82],"accuracy":[39],"benchmarking":[42],"in":[43],"TRECVID.":[44],"In":[45],"this":[46],"paper,":[47],"we":[48],"study":[49],"a":[50],"new":[51],"method":[52,67],"to":[53],"fuse":[54],"multimodal":[55],"embeddings":[56],"which":[57],"have":[58],"been":[59],"derived":[60],"based":[61],"on":[62,70,77,84],"completely":[63],"disjoint":[64],"datasets.":[65],"This":[66],"is":[68],"tested":[69],"two":[71,74],"datasets":[72],"for":[73,79,86],"distinct":[75],"tasks:":[76],"MSR-VTT":[78],"unique":[80],"video":[81],"V3C1":[85],"multiple":[87],"retrieval.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}