{"id":"https://openalex.org/W3199060535","doi":"https://doi.org/10.1109/tip.2021.3113165","title":"Learning to Match Anchor-Target Video Pairs With Dual Attentional Holographic Networks","display_name":"Learning to Match Anchor-Target Video Pairs With Dual Attentional Holographic Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199060535","doi":"https://doi.org/10.1109/tip.2021.3113165","mag":"3199060535","pmid":"https://pubmed.ncbi.nlm.nih.gov/34559649"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2021.3113165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3113165","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":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/6821","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043525989","display_name":"Yanbin Hao","orcid":"https://orcid.org/0000-0002-0695-1566"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanbin Hao","raw_affiliation_strings":["School of Information Science and Technology, School of Data Science, University of Science and Technology of China, China, 230026"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, School of Data Science, University of Science and Technology of China, China, 230026","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010722442","display_name":"Chong\u2010Wah Ngo","orcid":"https://orcid.org/0000-0003-4182-8261"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chong-Wah Ngo","raw_affiliation_strings":["School of Information Systems, Singapore Management University, Singapore, 188065"],"affiliations":[{"raw_affiliation_string":"School of Information Systems, Singapore Management University, Singapore, 188065","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065767090","display_name":"Bin Zhu","orcid":null},"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":"Bin Zhu","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, 999077, China. (e-mail: andrewzhu1216@gmail.com)","[Dept. of Comput. Sci., City Univ. of Hong Kong, Hong Kong]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, 999077, China. (e-mail: andrewzhu1216@gmail.com)","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"[Dept. of Comput. Sci., City Univ. of Hong Kong, Hong Kong]","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043525989"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.3884,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61330985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"30","issue":null,"first_page":"8130","last_page":"8143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9995999932289124,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9995999932289124,"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":0.9990000128746033,"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":0.9987999796867371,"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":0.674906849861145},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5999203324317932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.576370120048523},{"id":"https://openalex.org/keywords/holography","display_name":"Holography","score":0.5187463760375977},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5163142085075378},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.33145272731781006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.674906849861145},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5999203324317932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.576370120048523},{"id":"https://openalex.org/C187590223","wikidata":"https://www.wikidata.org/wiki/Q527628","display_name":"Holography","level":2,"score":0.5187463760375977},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5163142085075378},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.33145272731781006},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2021.3113165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3113165","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:34559649","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34559649","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:ink.library.smu.edu.sg:sis_research-7824","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/6821","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"https://doi.org/10.1109/TIP.2021.3113165","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-7824","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/6821","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"https://doi.org/10.1109/TIP.2021.3113165","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1111288224","display_name":null,"funder_award_id":"2020YFB1406703","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5966989598","display_name":null,"funder_award_id":"CityU 11250716","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G644162162","display_name":null,"funder_award_id":"2020YFB1406704","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7891390100","display_name":null,"funder_award_id":"61872256","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/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W204353478","https://openalex.org/W1793121960","https://openalex.org/W1916798949","https://openalex.org/W1964073652","https://openalex.org/W1972603974","https://openalex.org/W1978111096","https://openalex.org/W1980615262","https://openalex.org/W2010070281","https://openalex.org/W2016838065","https://openalex.org/W2024254250","https://openalex.org/W2042757388","https://openalex.org/W2096733369","https://openalex.org/W2109271964","https://openalex.org/W2117539524","https://openalex.org/W2142988183","https://openalex.org/W2145544171","https://openalex.org/W2153579005","https://openalex.org/W2170738476","https://openalex.org/W2184188583","https://openalex.org/W2194775991","https://openalex.org/W2395481004","https://openalex.org/W2396076594","https://openalex.org/W2414857070","https://openalex.org/W2417180752","https://openalex.org/W2470673105","https://openalex.org/W2508865106","https://openalex.org/W2520610372","https://openalex.org/W2530144925","https://openalex.org/W2557728737","https://openalex.org/W2563105152","https://openalex.org/W2564501341","https://openalex.org/W2608443585","https://openalex.org/W2613744336","https://openalex.org/W2737434030","https://openalex.org/W2742256643","https://openalex.org/W2885748754","https://openalex.org/W2893749619","https://openalex.org/W2897152025","https://openalex.org/W2897287044","https://openalex.org/W2900953995","https://openalex.org/W2915649242","https://openalex.org/W2917663306","https://openalex.org/W2918888132","https://openalex.org/W2945223572","https://openalex.org/W2948037078","https://openalex.org/W2949582505","https://openalex.org/W2949972983","https://openalex.org/W2963403868","https://openalex.org/W2964350391","https://openalex.org/W2997667300","https://openalex.org/W3013498424","https://openalex.org/W3034667500","https://openalex.org/W3092803786","https://openalex.org/W3093270130","https://openalex.org/W3099206234","https://openalex.org/W3101747393","https://openalex.org/W3152368098","https://openalex.org/W3177493543","https://openalex.org/W4294170691","https://openalex.org/W4298154995","https://openalex.org/W4300939921","https://openalex.org/W4385245566","https://openalex.org/W6638318767","https://openalex.org/W6680597956","https://openalex.org/W6681270447","https://openalex.org/W6681458890","https://openalex.org/W6682691769","https://openalex.org/W6685160515","https://openalex.org/W6686207219","https://openalex.org/W6694260854","https://openalex.org/W6711608364","https://openalex.org/W6712168211","https://openalex.org/W6725015247","https://openalex.org/W6730854999","https://openalex.org/W6731029663","https://openalex.org/W6736806011","https://openalex.org/W6739901393","https://openalex.org/W6753375563","https://openalex.org/W6755312952","https://openalex.org/W6792110917","https://openalex.org/W6793575156"],"related_works":["https://openalex.org/W1891287906","https://openalex.org/W1969923398","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2755342338","https://openalex.org/W2229312674","https://openalex.org/W3116076068","https://openalex.org/W2058170566","https://openalex.org/W258625772","https://openalex.org/W2166044122"],"abstract_inverted_index":{"Video":[0],"hyperlinking":[1,80,257],"is":[2,54,108,263],"the":[3,29,68,104,112,117,131,143,156,164,206,214,221,236,242,255,280],"task":[4],"of":[5,57,146,166,218,223,245],"linking":[6],"two":[7,127,176,224,249,285],"video":[8,19,60,88,95,132,286],"fragments/clips":[9],"based":[10,114,158],"on":[11,55,173,279],"their":[12,38,147],"multi-modal":[13,63,87],"contents.":[14],"Specifically,":[15,178],"given":[16],"an":[17,200,266],"anchor":[18,30],"as":[20,81],"a":[21,52,82,102,187,230],"query,":[22],"machine":[23],"techniques":[24],"automatically":[25],"generate":[26],"links":[27],"between":[28,106],"and":[31,36,66,152,283],"target":[32],"videos":[33,107],"by":[34,85,110,199,273],"modeling":[35,145],"comparing":[37],"content":[39,69],"aboutness.":[40],"The":[41,248,260],"term":[42],"\"aboutness\"":[43],"specifically":[44],"refers":[45],"to":[46,160,185,195,234,253],"contextually":[47],"relevant":[48],"multimedia":[49],"content,":[50],"i.e.,":[51],"fragment":[53],"or":[56,92],"something.":[58],"Since":[59],"contents":[61,89,198],"are":[62,135],"(e.g.,":[64],"audio":[65],"vision),":[67],"aboutness":[70,105,162,237],"may":[71],"be":[72,211],"reflected":[73],"across":[74],"different":[75,192,196],"modalities.":[76],"Existing":[77],"approaches":[78],"regard":[79],"retrieval":[83],"task,":[84],"embedding":[86],"into":[90],"one":[91],"multiple":[93],"common":[94,119],"representation":[96,139,225],"space(s)":[97],"for":[98,238],"cross-modal":[99],"comparison.":[100],"As":[101],"result,":[103],"scored":[109],"computing":[111,220],"vector-distance":[113,157],"similarity":[115,159,222],"in":[116,138,150,213,265],"learnt":[118],"feature":[120],"space.":[121],"However,":[122],"these":[123,175],"methods":[124],"suffer":[125],"from":[126],"main":[128],"limitations:":[129],"(1)":[130],"modality":[133],"descriptors/features":[134],"treated":[136],"equally":[137],"learning,":[140],"which":[141],"hinders":[142],"effective":[144],"respective":[148],"capabilities":[149],"linking;":[151],"(2)":[153],"directly":[154,219],"using":[155],"measure":[161],"bears":[163],"risk":[165],"returning":[167],"more":[168],"duplicates.":[169],"This":[170],"paper":[171],"focuses":[172],"addressing":[174],"problems.":[177],"we":[179,227],"firstly":[180],"build":[181,229],"attentional":[182],"neural":[183],"networks":[184,250],"learn":[186],"compact":[188],"fragment-level":[189],"representation,":[190],"assigning":[191],"importance":[193],"weights":[194],"descriptor/feature":[197],"attention":[201],"mechanism.":[202],"We":[203,269],"believe":[204],"that":[205],"potentially":[207],"interesting":[208],"content(s)":[209],"should":[210],"highlighted":[212],"representation.":[215],"Furthermore,":[216],"instead":[217],"embeddings,":[226],"secondly":[228],"holographic":[231],"composition":[232],"network":[233],"model":[235,262],"link":[239],"establishment,":[240],"with":[241],"core":[243],"use":[244],"circular":[246],"correlation.":[247],"string":[251],"together":[252],"form":[254],"final":[256],"matching":[258],"system.":[259],"entire":[261],"trained":[264],"end-to-end":[267],"fashion.":[268],"examine":[270],"its":[271],"effectiveness":[272],"creating":[274],"four":[275],"train/validate/test":[276],"partitioning":[277],"schemes":[278],"Blip10000":[281],"dataset":[282],"employing":[284],"fragmentation":[287],"methods.":[288]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
