{"id":"https://openalex.org/W4392450236","doi":"https://doi.org/10.1109/tvcg.2024.3372085","title":"Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360\u00b0 Image Outpainting","display_name":"Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360\u00b0 Image Outpainting","publication_year":2024,"publication_date":"2024-03-05","ids":{"openalex":"https://openalex.org/W4392450236","doi":"https://doi.org/10.1109/tvcg.2024.3372085","pmid":"https://pubmed.ncbi.nlm.nih.gov/38437117"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3372085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3372085","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5103228598","display_name":"Hao Ai","orcid":"https://orcid.org/0000-0003-2104-3352"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao Ai","raw_affiliation_strings":["HKUST(GZ), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2104-3352","affiliations":[{"raw_affiliation_string":"HKUST(GZ), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102693059","display_name":"Zidong Cao","orcid":"https://orcid.org/0009-0005-1070-3396"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zidong Cao","raw_affiliation_strings":["HKUST(GZ), Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HKUST(GZ), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007720098","display_name":"H. Lu","orcid":"https://orcid.org/0000-0001-6332-2785"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haonan Lu","raw_affiliation_strings":["OPPO, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OPPO, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418563","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0003-3498-2527"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["OPPO, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OPPO, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053122805","display_name":"Jian Ma","orcid":"https://orcid.org/0000-0003-2644-5756"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Ma","raw_affiliation_strings":["OPPO, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OPPO, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004288865","display_name":"Pengyuan Zhou","orcid":"https://orcid.org/0000-0002-7909-4059"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pengyuan Zhou","raw_affiliation_strings":["USTC, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-7909-4059","affiliations":[{"raw_affiliation_string":"USTC, Hefei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653784","display_name":"Tae\u2010Kyun Kim","orcid":"https://orcid.org/0000-0002-7587-6053"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I4210153853","display_name":"Fujitsu (United Kingdom)","ror":"https://ror.org/053ny5136","country_code":"GB","type":"company","lineage":["https://openalex.org/I2252096349","https://openalex.org/I4210153853"]}],"countries":["GB","KR"],"is_corresponding":false,"raw_author_name":"Tae-Kyun Kim","raw_affiliation_strings":["KAIST, Daejeon, Korean","ICL, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, Korean","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"ICL, London, United Kingdom","institution_ids":["https://openalex.org/I4210153853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029925982","display_name":"Pan Hui","orcid":"https://orcid.org/0000-0002-0848-2599"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Pan Hui","raw_affiliation_strings":["HKUST(GZ), Guangzhou, China","HKUST, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-0848-2599","affiliations":[{"raw_affiliation_string":"HKUST(GZ), Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"HKUST, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403195","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0002-7485-4493"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["HKUST(GZ), Guangzhou, China","HKUST, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-7485-4493","affiliations":[{"raw_affiliation_string":"HKUST(GZ), Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"HKUST, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0437,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87369005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"30","issue":"5","first_page":"2734","last_page":"2744"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9991999864578247,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9991999864578247,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9954000115394592,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9944999814033508,"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":0.8407387733459473},{"id":"https://openalex.org/keywords/panorama","display_name":"Panorama","score":0.7031285762786865},{"id":"https://openalex.org/keywords/viewport","display_name":"Viewport","score":0.6389452815055847},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5913499593734741},{"id":"https://openalex.org/keywords/stereoscopy","display_name":"Stereoscopy","score":0.5662363767623901},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5408786535263062},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.4912649989128113},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.46284598112106323},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.46210727095603943},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.45915713906288147},{"id":"https://openalex.org/keywords/codebook","display_name":"Codebook","score":0.459086537361145},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.4326916038990021}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8407387733459473},{"id":"https://openalex.org/C2780580889","wikidata":"https://www.wikidata.org/wiki/Q41363","display_name":"Panorama","level":2,"score":0.7031285762786865},{"id":"https://openalex.org/C2778090530","wikidata":"https://www.wikidata.org/wiki/Q2523931","display_name":"Viewport","level":2,"score":0.6389452815055847},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5913499593734741},{"id":"https://openalex.org/C126057942","wikidata":"https://www.wikidata.org/wiki/Q35158","display_name":"Stereoscopy","level":2,"score":0.5662363767623901},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5408786535263062},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.4912649989128113},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.46284598112106323},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.46210727095603943},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.45915713906288147},{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.459086537361145},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.4326916038990021},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tvcg.2024.3372085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3372085","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:38437117","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38437117","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 visualization and computer graphics","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/9aafe8e7-b7e0-40b0-8164-f9afb2772818","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/9aafe8e7-b7e0-40b0-8164-f9afb2772818","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ai, H, Cao, Z, Lu, H, Ma, J, Zhou, P, Kim, T-K, Hui, P, Wang, L & Chen, C 2024, 'Dream360 : Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360\u00b0 Image Outpainting', IEEE transactions on visualization and computer graphics, vol. 30, no. 5, pp. 2734-2744. https://doi.org/10.1109/TVCG.2024.3372085","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-138144","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-138144","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5299999713897705,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G116586474","display_name":null,"funder_award_id":"NSFC22FYT45","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1959608418","https://openalex.org/W2061502374","https://openalex.org/W2092143568","https://openalex.org/W2096348897","https://openalex.org/W2116013899","https://openalex.org/W2125389028","https://openalex.org/W2134875082","https://openalex.org/W2144668673","https://openalex.org/W2160398734","https://openalex.org/W2470142083","https://openalex.org/W2593414223","https://openalex.org/W2733888878","https://openalex.org/W2752796333","https://openalex.org/W2948627722","https://openalex.org/W2962785568","https://openalex.org/W2963073614","https://openalex.org/W2963255313","https://openalex.org/W2963420272","https://openalex.org/W2963799213","https://openalex.org/W2970010301","https://openalex.org/W2990251202","https://openalex.org/W3010087653","https://openalex.org/W3024853449","https://openalex.org/W3024934511","https://openalex.org/W3025519803","https://openalex.org/W3034482833","https://openalex.org/W3034515714","https://openalex.org/W3036737467","https://openalex.org/W3036843665","https://openalex.org/W3047590025","https://openalex.org/W3081459285","https://openalex.org/W3088260685","https://openalex.org/W3096840664","https://openalex.org/W3104663438","https://openalex.org/W3109957618","https://openalex.org/W3118896137","https://openalex.org/W3137486263","https://openalex.org/W3158238516","https://openalex.org/W3162581152","https://openalex.org/W3166727904","https://openalex.org/W3166762869","https://openalex.org/W3176467843","https://openalex.org/W3180355996","https://openalex.org/W3181955432","https://openalex.org/W3203605797","https://openalex.org/W3206082266","https://openalex.org/W4200002385","https://openalex.org/W4200150166","https://openalex.org/W4212779255","https://openalex.org/W4212911677","https://openalex.org/W4212985843","https://openalex.org/W4224254479","https://openalex.org/W4241346584","https://openalex.org/W4286976841","https://openalex.org/W4301206121","https://openalex.org/W4311802212","https://openalex.org/W4312315996","https://openalex.org/W4312328435","https://openalex.org/W4312635808","https://openalex.org/W4312694728","https://openalex.org/W4312933868","https://openalex.org/W4312978380","https://openalex.org/W4313021454","https://openalex.org/W4320013936","https://openalex.org/W4321770552","https://openalex.org/W4383605241","https://openalex.org/W4385245566","https://openalex.org/W4385815473","https://openalex.org/W4386075731","https://openalex.org/W4386273356","https://openalex.org/W6631190155","https://openalex.org/W6640963894","https://openalex.org/W6678815747","https://openalex.org/W6739901393","https://openalex.org/W6755308174","https://openalex.org/W6765779288","https://openalex.org/W6779789776","https://openalex.org/W6780179280","https://openalex.org/W6853881594"],"related_works":["https://openalex.org/W4389095575","https://openalex.org/W2293149949","https://openalex.org/W2908978341","https://openalex.org/W4294975495","https://openalex.org/W4308233970","https://openalex.org/W2026099691","https://openalex.org/W3161069372","https://openalex.org/W2992753629","https://openalex.org/W4284672201","https://openalex.org/W3171203216"],"abstract_inverted_index":{"360\u00b0":[0,82,104,129],"images,":[1,130],"with":[2,71,107,117,161],"a":[3,33,40,50,67,72,80,162,170,179,228],"field-of-view":[4],"(FoV)":[5],"of":[6,103,128,182,204,239,250],"$180^{\\circ}\\times":[7],"360^{\\circ}$,":[8],"provide":[9],"immersive":[10,63],"and":[11,62,93,120,137,157,195,201,218,248],"realistic":[12],"environments":[13],"for":[14,186],"emerging":[15],"virtual":[16,22,64],"reality":[17],"(VR)":[18],"applications,":[19],"such":[20],"as":[21],"tourism,":[23],"where":[24],"users":[25,57],"desire":[26],"to":[27,49,54,58,234],"create":[28,60],"diverse":[29,61],"panoramic":[30],"scenes":[31,65],"from":[32,39,66,96,173],"narrow":[34,68],"FoV":[35,69],"photo":[36],"they":[37],"take":[38],"viewpoint":[41],"via":[42,154],"portable":[43],"devices.":[44],"It":[45],"thus":[46],"brings":[47],"us":[48],"technical":[51],"challenge:":[52],"'How":[53],"allow":[55],"the":[56,100,125,141,193,198,205,237,240,246],"freely":[59],"image":[70,83],"specified":[73],"viewport?'":[74],"To":[75],"this":[76],"end,":[77],"we":[78],"propose":[79],"transformer-based":[81],"outpainting":[84,135,153],"framework":[85],"called":[86],"Dream360,":[87],"which":[88,112],"can":[89],"generate":[90],"diverse,":[91],"high-fidelity,":[92],"high-resolution":[94],"panoramas":[95],"user-selected":[97],"viewports,":[98],"considering":[99],"spherical":[101,126,142,174,183],"properties":[102],"images.":[105],"Compared":[106],"existing":[108,223],"methods,":[109],"e.g.,":[110],"[3],":[111],"primarily":[113],"focus":[114],"on":[115,140],"inputs":[116],"rectangular":[118],"masks":[119],"central":[121],"locations":[122],"while":[123],"overlooking":[124],"property":[127],"our":[131,251],"Dream360":[132,144,209,252],"offers":[133],"higher":[134],"flexibility":[136,247],"fidelity":[138,203,221],"based":[139],"representation.":[143],"comprises":[145],"two":[146],"key":[147],"learning":[148],"stages:":[149],"(I)":[150],"codebook-based":[151],"panorama":[152],"Spherical-VQGAN":[155],"(S-VQGAN),":[156],"(II)":[158],"frequency-aware":[159,164,190],"refinement":[160,191],"novel":[163],"consistency":[165,200],"loss.":[166],"Specifically,":[167],"S-VQGAN":[168],"learns":[169],"sphere-specific":[171],"codebook":[172],"harmonic":[175],"(SH)":[176],"values,":[177],"providing":[178],"better":[180,219],"representation":[181],"data":[184],"distribution":[185],"scene":[187],"modeling.":[188],"The":[189],"matches":[192],"resolution":[194],"further":[196],"improves":[197],"semantic":[199],"visual":[202,220],"generated":[206,241],"results.":[207],"Our":[208],"achieves":[210],"significantly":[211],"lower":[212],"Frechet":[213],"Inception":[214],"Distance":[215],"(FID)":[216],"scores":[217],"than":[222],"methods.":[224],"We":[225],"also":[226],"conducted":[227],"user":[229],"study":[230],"involving":[231],"15":[232],"participants":[233],"interactively":[235],"evaluate":[236],"quality":[238],"results":[242],"in":[243],"VR,":[244],"demonstrating":[245],"superiority":[249],"framework.":[253]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}