{"id":"https://openalex.org/W2294287846","doi":"https://doi.org/10.1145/2801040.2801058","title":"Vision-Based Technique and Issues for Multimodal Interaction in Augmented Reality","display_name":"Vision-Based Technique and Issues for Multimodal Interaction in Augmented Reality","publication_year":2015,"publication_date":"2015-08-24","ids":{"openalex":"https://openalex.org/W2294287846","doi":"https://doi.org/10.1145/2801040.2801058","mag":"2294287846"},"language":"en","primary_location":{"id":"doi:10.1145/2801040.2801058","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2801040.2801058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Symposium on Visual Information Communication and Interaction","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/A5027022919","display_name":"Ajune Wanis Ismail","orcid":"https://orcid.org/0000-0002-4535-0720"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Ajune Wanis Ismail","raw_affiliation_strings":["MaGIC-X (Media and Games Innovation Centre of Excellence), UTM-IRDA Digital Media Centre, Universiti Teknologi Malaysia, 81310 Skudai Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"MaGIC-X (Media and Games Innovation Centre of Excellence), UTM-IRDA Digital Media Centre, Universiti Teknologi Malaysia, 81310 Skudai Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021195349","display_name":"Mark Billinghurst","orcid":"https://orcid.org/0000-0003-4172-6759"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mark Billinghurst","raw_affiliation_strings":["Human Interface Technology, Laboratory New Zealand (HITLabNZ), University of Canterbury, 8041 Christchurch, New Zealand"],"affiliations":[{"raw_affiliation_string":"Human Interface Technology, Laboratory New Zealand (HITLabNZ), University of Canterbury, 8041 Christchurch, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038055291","display_name":"Mohd Shahrizal Sunar","orcid":"https://orcid.org/0000-0002-0244-1622"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Shahrizal Sunar","raw_affiliation_strings":["MaGIC-X (Media and Games Innovation Centre of Excellence), UTM-IRDA Digital Media Centre, Universiti Teknologi Malaysia, 81310 Skudai Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"MaGIC-X (Media and Games Innovation Centre of Excellence), UTM-IRDA Digital Media Centre, Universiti Teknologi Malaysia, 81310 Skudai Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027022919"],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":null,"apc_paid":null,"fwci":0.9701,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.78570767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9962999820709229,"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":0.7651804685592651},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7393358945846558},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7229377031326294},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.7103477716445923},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7061671018600464},{"id":"https://openalex.org/keywords/multimodal-interaction","display_name":"Multimodal interaction","score":0.656924843788147},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.6386330127716064},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.579442024230957},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5460023283958435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4792518615722656},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.43759676814079285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7651804685592651},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7393358945846558},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7229377031326294},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.7103477716445923},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7061671018600464},{"id":"https://openalex.org/C135641252","wikidata":"https://www.wikidata.org/wiki/Q738567","display_name":"Multimodal interaction","level":2,"score":0.656924843788147},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.6386330127716064},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.579442024230957},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5460023283958435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4792518615722656},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.43759676814079285},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2801040.2801058","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2801040.2801058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Symposium on Visual Information Communication and Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321992","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o","ror":"https://ror.org/050zdnc69"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W4013661","https://openalex.org/W36544075","https://openalex.org/W43766497","https://openalex.org/W109444863","https://openalex.org/W432103101","https://openalex.org/W1547400175","https://openalex.org/W1550283222","https://openalex.org/W1552007786","https://openalex.org/W1566891507","https://openalex.org/W1600971871","https://openalex.org/W1601923406","https://openalex.org/W1879901586","https://openalex.org/W1966459776","https://openalex.org/W1969164385","https://openalex.org/W1969595749","https://openalex.org/W1970503351","https://openalex.org/W1977995219","https://openalex.org/W1992019716","https://openalex.org/W1993223663","https://openalex.org/W1993465480","https://openalex.org/W2006071649","https://openalex.org/W2025257627","https://openalex.org/W2030614999","https://openalex.org/W2056479704","https://openalex.org/W2061270248","https://openalex.org/W2065228210","https://openalex.org/W2077302609","https://openalex.org/W2101578352","https://openalex.org/W2104851574","https://openalex.org/W2107586328","https://openalex.org/W2114261446","https://openalex.org/W2119483663","https://openalex.org/W2123966726","https://openalex.org/W2135643110","https://openalex.org/W2136057050","https://openalex.org/W2139173839","https://openalex.org/W2139541242","https://openalex.org/W2149003305","https://openalex.org/W2151308976","https://openalex.org/W2156482703","https://openalex.org/W2157765917","https://openalex.org/W2159017231","https://openalex.org/W2161662762","https://openalex.org/W2168392347","https://openalex.org/W2170326347","https://openalex.org/W2171456773","https://openalex.org/W2175727894","https://openalex.org/W2216757598","https://openalex.org/W2275130017","https://openalex.org/W2288411068","https://openalex.org/W2401036325","https://openalex.org/W2743949381","https://openalex.org/W3138063419","https://openalex.org/W3142707146","https://openalex.org/W4229976825","https://openalex.org/W6632777795","https://openalex.org/W6671908818","https://openalex.org/W6750452627"],"related_works":["https://openalex.org/W4236665645","https://openalex.org/W2013013717","https://openalex.org/W66256988","https://openalex.org/W2068964259","https://openalex.org/W4302857920","https://openalex.org/W1987340722","https://openalex.org/W199123384","https://openalex.org/W2739856905","https://openalex.org/W4239305747","https://openalex.org/W2773371143"],"abstract_inverted_index":{"Although":[0],"many":[1,50],"progresses":[2],"have":[3,147],"been":[4,148],"accomplished":[5],"in":[6,53,89,115,134,144],"multimodal":[7,71,93,116,154],"interaction,":[8],"most":[9,90],"researchers":[10],"still":[11],"treat":[12],"each":[13,55],"modality":[14,56],"such":[15,105],"as":[16,106],"vision":[17,64,97],"and":[18,37,44,109,132,137],"speech,":[19],"separately.":[20],"They":[21],"integrate":[22],"the":[23,26,32,62,81,101,129,142,151,161],"results":[24],"at":[25],"application":[27],"stage.":[28],"This":[29,58,73],"is":[30,124],"because":[31],"roles":[33],"of":[34,80,91,121,128,141,153],"multiple":[35],"modalities":[36],"their":[38],"interactions":[39],"continue":[40],"to":[41,100,125,138],"be":[42],"quantified":[43],"precisely":[45],"understood.":[46],"However,":[47],"there":[48],"are":[49,87,112],"remaining":[51],"issues":[52,131],"combining":[54],"individually.":[57],"paper":[59,75,123,159],"will":[60,76],"highlight":[61],"main":[63,119,130],"problems":[65],"based":[66],"on":[67],"our":[68],"review":[69,74],"for":[70],"applications.":[72,94,117],"give":[77],"an":[78],"overview":[79],"Augmented":[82],"Reality":[83],"(AR)":[84],"technologies":[85],"which":[86],"contributing":[88],"recent":[92],"We":[95,156],"cluster":[96],"techniques":[98],"according":[99],"natural":[102],"human":[103],"senses":[104],"face,":[107],"gesture,":[108],"speech":[110],"that":[111,146],"frequently":[113],"used":[114],"The":[118],"contribution":[120],"this":[122,158],"consolidate":[126],"some":[127,140],"approaches":[133],"vision-based":[135],"technique,":[136],"study":[139],"applications":[143],"AR":[145],"developed":[149],"within":[150],"context":[152],"interaction.":[155],"conclude":[157],"with":[160],"future":[162],"directions.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}