{"id":"https://openalex.org/W4392169080","doi":"https://doi.org/10.1186/s13677-024-00616-w","title":"Automated visual quality assessment for virtual and augmented reality based digital twins","display_name":"Automated visual quality assessment for virtual and augmented reality based digital twins","publication_year":2024,"publication_date":"2024-02-26","ids":{"openalex":"https://openalex.org/W4392169080","doi":"https://doi.org/10.1186/s13677-024-00616-w"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-024-00616-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00616-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00616-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00616-w","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063101127","display_name":"Ben Roullier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ben Roullier","raw_affiliation_strings":["Bloc Digital, Derby, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bloc Digital, Derby, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043641105","display_name":"Frank McQuade","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank McQuade","raw_affiliation_strings":["Bloc Digital, Derby, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bloc Digital, Derby, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032843445","display_name":"Ashiq Anjum","orcid":"https://orcid.org/0000-0002-3378-1152"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ashiq Anjum","raw_affiliation_strings":["Computing & Mathematical Sciences, University of Leicester, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing & Mathematical Sciences, University of Leicester, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039947947","display_name":"Craig Bower","orcid":null},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Craig Bower","raw_affiliation_strings":["Computing & Mathematical Sciences, University of Leicester, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing & Mathematical Sciences, University of Leicester, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002822427","display_name":"Lu Liu","orcid":"https://orcid.org/0000-0003-1013-4507"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lu Liu","raw_affiliation_strings":["Computing & Mathematical Sciences, University of Leicester, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing & Mathematical Sciences, University of Leicester, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039947947"],"corresponding_institution_ids":["https://openalex.org/I153648349"],"apc_list":{"value":1790,"currency":"USD","value_usd":1790},"apc_paid":{"value":1790,"currency":"USD","value_usd":1790},"fwci":2.1683,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.88102719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9958999752998352,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9958999752998352,"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9879999756813049,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9854000210762024,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8319839239120483},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.7621444463729858},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.5511209964752197},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5352863073348999},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5288722515106201},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.46800675988197327},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4193729758262634},{"id":"https://openalex.org/keywords/mixed-reality","display_name":"Mixed reality","score":0.4171483516693115},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3446558117866516},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33457159996032715},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3333169221878052},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07208678126335144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8319839239120483},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.7621444463729858},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.5511209964752197},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5352863073348999},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5288722515106201},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.46800675988197327},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4193729758262634},{"id":"https://openalex.org/C206776904","wikidata":"https://www.wikidata.org/wiki/Q1758389","display_name":"Mixed reality","level":3,"score":0.4171483516693115},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3446558117866516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33457159996032715},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3333169221878052},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07208678126335144},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-024-00616-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00616-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00616-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6d13c4ce3fe341bb96c80af469a04b1d","is_oa":true,"landing_page_url":"https://doaj.org/article/6d13c4ce3fe341bb96c80af469a04b1d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 13, Iss 1, Pp 1-21 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-024-00616-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00616-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00616-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2313009260","display_name":null,"funder_award_id":"EP/Y00597X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6952691196","display_name":null,"funder_award_id":"EP/Y018281/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392169080.pdf","grobid_xml":"https://content.openalex.org/works/W4392169080.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W132586598","https://openalex.org/W258319692","https://openalex.org/W605986614","https://openalex.org/W1507347479","https://openalex.org/W1963545760","https://openalex.org/W1976792789","https://openalex.org/W1990873664","https://openalex.org/W1991520109","https://openalex.org/W1994651659","https://openalex.org/W1995278223","https://openalex.org/W2006502673","https://openalex.org/W2010745731","https://openalex.org/W2013991621","https://openalex.org/W2028344184","https://openalex.org/W2042156032","https://openalex.org/W2052789583","https://openalex.org/W2054128538","https://openalex.org/W2068419217","https://openalex.org/W2071795107","https://openalex.org/W2122851913","https://openalex.org/W2133665775","https://openalex.org/W2134757163","https://openalex.org/W2135468295","https://openalex.org/W2141369342","https://openalex.org/W2155166664","https://openalex.org/W2155553113","https://openalex.org/W2167503995","https://openalex.org/W2173758409","https://openalex.org/W2287856321","https://openalex.org/W2295382923","https://openalex.org/W2508891326","https://openalex.org/W2614934572","https://openalex.org/W2622613844","https://openalex.org/W2624570034","https://openalex.org/W2625124731","https://openalex.org/W2744185614","https://openalex.org/W2767455882","https://openalex.org/W2794225635","https://openalex.org/W2798479241","https://openalex.org/W2799456501","https://openalex.org/W2802632382","https://openalex.org/W2805009911","https://openalex.org/W2805910030","https://openalex.org/W2889335804","https://openalex.org/W2892327320","https://openalex.org/W2921505041","https://openalex.org/W2924611616","https://openalex.org/W2996855898","https://openalex.org/W3127135529","https://openalex.org/W3128918535","https://openalex.org/W3134178236","https://openalex.org/W4211092666","https://openalex.org/W4213451034","https://openalex.org/W4243697203","https://openalex.org/W4295886803","https://openalex.org/W4307475359","https://openalex.org/W4312222405","https://openalex.org/W4385623836","https://openalex.org/W4386056967","https://openalex.org/W4387702195","https://openalex.org/W4387969061","https://openalex.org/W4390121805"],"related_works":["https://openalex.org/W2736982640","https://openalex.org/W3107375852","https://openalex.org/W4320495410","https://openalex.org/W2752321621","https://openalex.org/W2789244453","https://openalex.org/W3205251208","https://openalex.org/W4285815440","https://openalex.org/W3046066817","https://openalex.org/W4378228679","https://openalex.org/W4378228262"],"abstract_inverted_index":{"Abstract":[0],"Virtual":[1],"and":[2,143,195,237,247],"augmented":[3,248],"reality":[4],"digital":[5,39,96],"twins":[6,40],"are":[7,51],"becoming":[8],"increasingly":[9],"prevalent":[10],"in":[11,42,89,95,121,133,178,230],"a":[12,80,117,149,169,184,190,227],"number":[13,81],"of":[14,19,38,46,56,65,77,82,92,115,124,173,186,192,203,211,233,245],"industries,":[15],"though":[16],"the":[17,36,44,54,62,90,112,122,134,179,231,243],"production":[18,45,123],"digital-twin":[20],"systems":[21],"applications":[22],"is":[23,160,201],"still":[24],"prohibitively":[25],"expensive":[26],"for":[27,60,79],"many":[28,176],"smaller":[29],"organisations.":[30],"A":[31],"key":[32],"step":[33,240],"towards":[34,241],"reducing":[35,242],"cost":[37,244],"lies":[41],"automating":[43],"3D":[47,125,150],"assets,":[48],"however":[49],"efforts":[50],"complicated":[52],"by":[53],"lack":[55],"suitable":[57],"automated":[58,104],"methods":[59],"determining":[61],"visual":[63,69,113,135,234],"quality":[64,70,235],"these":[66,219],"assets.":[67],"While":[68],"assessment":[71,136,236],"has":[72,128,152],"been":[73,131,153],"an":[74,103,238],"active":[75],"area":[76],"research":[78],"years,":[83],"few":[84],"publications":[85],"consider":[86],"this":[87,99],"process":[88,118],"context":[91],"asset":[93],"creation":[94],"twins.":[97],"In":[98],"work,":[100],"we":[101,221],"introduce":[102],"decimation":[105],"procedure":[106],"using":[107],"machine":[108],"learning":[109],"to":[110,146,213],"assess":[111],"impact":[114],"decimation,":[116],"commonly":[119],"used":[120],"assets":[126],"which":[127],"thus":[129],"far":[130],"underrepresented":[132],"literature.":[137,180],"Our":[138,158,181],"model":[139,159,200,224],"combines":[140],"108":[141],"geometric":[142],"perceptual":[144],"metrics":[145],"determine":[147],"if":[148],"object":[151],"unacceptably":[154],"distorted":[155,166],"during":[156],"decimation.":[157],"trained":[161],"on":[162,209,218],"almost":[163],"4,":[164],"000":[165,215],"meshes,":[167],"giving":[168],"significantly":[170],"wider":[171],"range":[172],"applicability":[174],"than":[175],"models":[177,210],"results":[182,220],"show":[183,198],"precision":[185],"over":[187],"97%":[188],"against":[189],"set":[191],"test":[193],"models,":[194],"performance":[196],"tests":[197],"our":[199,223],"capable":[202],"performing":[204],"assessments":[205],"within":[206],"2":[207],"minutes":[208],"up":[212],"25,":[214],"polygons.":[216],"Based":[217],"believe":[222],"presents":[225],"both":[226],"significant":[228],"advance":[229],"field":[232],"important":[239],"virtual":[246],"reality-based":[249],"digital-twins.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}