{"id":"https://openalex.org/W4298633578","doi":"https://doi.org/10.1145/3552483.3556458","title":"Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning","display_name":"Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning","publication_year":2022,"publication_date":"2022-10-01","ids":{"openalex":"https://openalex.org/W4298633578","doi":"https://doi.org/10.1145/3552483.3556458"},"language":"en","primary_location":{"id":"doi:10.1145/3552483.3556458","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3552483.3556458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st Workshop on Interactive eXtended Reality","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2501.09050","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035645727","display_name":"Jakob Struye","orcid":"https://orcid.org/0000-0003-1360-7672"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Jakob Struye","raw_affiliation_strings":["University of Antwerp - imec, Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087543928","display_name":"Filip Lemi\u0107","orcid":"https://orcid.org/0000-0001-5760-4591"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Filip Lemic","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047378679","display_name":"Jeroen Famaey","orcid":"https://orcid.org/0000-0002-3587-1354"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jeroen Famaey","raw_affiliation_strings":["University of Antwerp - imec, Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035645727"],"corresponding_institution_ids":["https://openalex.org/I149213910"],"apc_list":null,"apc_paid":null,"fwci":1.1036,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85003605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9950000047683716,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9936000108718872,"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":0.8223855495452881},{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.6511882543563843},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6161877512931824},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.5500093102455139},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5483163595199585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47839295864105225},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4767511785030365},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.4196045398712158},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4123591482639313},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37701910734176636},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3770110309123993},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.19184496998786926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8223855495452881},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.6511882543563843},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6161877512931824},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.5500093102455139},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5483163595199585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47839295864105225},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4767511785030365},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.4196045398712158},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4123591482639313},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37701910734176636},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3770110309123993},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.19184496998786926},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3552483.3556458","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3552483.3556458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st Workshop on Interactive eXtended Reality","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2501.09050","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.09050","pdf_url":"https://arxiv.org/pdf/2501.09050","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2501.09050","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.09050","pdf_url":"https://arxiv.org/pdf/2501.09050","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1539881223","display_name":null,"funder_award_id":"G034322N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G2164745409","display_name":null,"funder_award_id":"VLAIO","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G4683658296","display_name":null,"funder_award_id":"1SB0719N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320313460","display_name":"Agentschap Innoveren en Ondernemen","ror":"https://ror.org/032xdry56"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4298633578.pdf","grobid_xml":"https://content.openalex.org/works/W4298633578.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W129305155","https://openalex.org/W2082137964","https://openalex.org/W2100072869","https://openalex.org/W2107691793","https://openalex.org/W2187089797","https://openalex.org/W2546954364","https://openalex.org/W2585813514","https://openalex.org/W2620871200","https://openalex.org/W2622637199","https://openalex.org/W2623181870","https://openalex.org/W2766785467","https://openalex.org/W2784711283","https://openalex.org/W2790551128","https://openalex.org/W2791171246","https://openalex.org/W2884414611","https://openalex.org/W2886281300","https://openalex.org/W2911916305","https://openalex.org/W2938321354","https://openalex.org/W2954996726","https://openalex.org/W2962770929","https://openalex.org/W2964335579","https://openalex.org/W2977104352","https://openalex.org/W2989563620","https://openalex.org/W3005908285","https://openalex.org/W3006892261","https://openalex.org/W3010391417","https://openalex.org/W3025563460","https://openalex.org/W3042728352","https://openalex.org/W3081368317","https://openalex.org/W3090895668","https://openalex.org/W3093298820","https://openalex.org/W3166257109","https://openalex.org/W3174510075","https://openalex.org/W3185256938","https://openalex.org/W4200268870","https://openalex.org/W4206431812","https://openalex.org/W4212911677","https://openalex.org/W4212985843","https://openalex.org/W4235683296","https://openalex.org/W4289387930","https://openalex.org/W4301029312"],"related_works":["https://openalex.org/W2001821990","https://openalex.org/W2319020389","https://openalex.org/W2272707781","https://openalex.org/W2747851897","https://openalex.org/W4378228679","https://openalex.org/W2736982640","https://openalex.org/W4378228262","https://openalex.org/W3107375852","https://openalex.org/W2752321621","https://openalex.org/W2789244453"],"abstract_inverted_index":{"Extended":[0],"Reality":[1],"is":[2,18,54,64,95,109,162],"a":[3,112,123,137,166],"revolutionary":[4],"method":[5],"of":[6,21,79,90,148,168,178],"delivering":[7],"multimedia":[8],"content":[9,53],"to":[10,15,97,110,122,164],"users.":[11],"A":[12,105],"large":[13],"contributor":[14],"its":[16],"popularity":[17],"the":[19,32,62,149,176,179],"sense":[20],"immersion":[22],"and":[23,36,56,83,118],"interactivity":[24],"enabled":[25],"by":[26,43],"having":[27],"real-world":[28],"motion":[29,70],"reflected":[30],"in":[31],"virtual":[33],"experience":[34],"accurately":[35],"immediately.":[37],"This":[38,160],"user":[39,63,69],"motion,":[40],"mainly":[41],"caused":[42],"head":[44,138,169],"rotations,":[45],"induces":[46],"several":[47],"technical":[48],"challenges.":[49],"For":[50],"instance,":[51],"which":[52,94],"generated":[55],"transmitted":[57],"depends":[58],"heavily":[59],"on":[60,144],"where":[61],"looking.":[65],"Seamless":[66],"systems,":[67],"taking":[68],"into":[71],"account":[72],"proactively,":[73],"will":[74],"therefore":[75],"require":[76],"accurate":[77],"predictions":[78],"upcoming":[80],"rotations.":[81],"Training":[82],"evaluating":[84],"such":[85],"predictors":[86],"requires":[87,101],"vast":[88],"amounts":[89],"orientational":[91],"input":[92],"data,":[93],"expensive":[96],"gather,":[98],"as":[99],"it":[100,121],"human":[102],"test":[103,116],"subjects.":[104],"more":[106,124],"feasible":[107],"approach":[108,161],"gather":[111],"modest":[113],"dataset":[114,167],"through":[115],"subjects,":[117],"then":[119],"extend":[120,165],"sizeable":[125],"set":[126],"using":[127],"synthetic":[128],"data":[129],"generation":[130],"methods.":[131],"In":[132],"this":[133],"work,":[134],"we":[135],"present":[136],"rotation":[139],"time":[140,158,181],"series":[141],"generator":[142],"based":[143],"TimeGAN,":[145],"an":[146],"extension":[147],"well-known":[150],"Generative":[151],"Adversarial":[152],"Network,":[153],"designed":[154],"specifically":[155],"for":[156],"generating":[157],"series.":[159,182],"able":[163],"rotations":[170],"with":[171],"new":[172],"samples":[173],"closely":[174],"matching":[175],"distribution":[177],"measured":[180]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}