{"id":"https://openalex.org/W3013780467","doi":"https://doi.org/10.1007/s41095-020-0162-z","title":"VR content creation and exploration with deep learning: A survey","display_name":"VR content creation and exploration with deep learning: A survey","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3013780467","doi":"https://doi.org/10.1007/s41095-020-0162-z","mag":"3013780467"},"language":"en","primary_location":{"id":"doi:10.1007/s41095-020-0162-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41095-020-0162-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41095-020-0162-z.pdf","source":{"id":"https://openalex.org/S2487656537","display_name":"Computational Visual Media","issn_l":"2096-0433","issn":["2096-0433","2096-0662"],"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":"Computational Visual Media","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s41095-020-0162-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100415842","display_name":"Miao Wang","orcid":"https://orcid.org/0000-0002-4102-8582"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Miao Wang","raw_affiliation_strings":["State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China; Peng Cheng Laboratory, Shenzhen 518000, China","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China; Peng Cheng Laboratory, Shenzhen 518000, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040703498","display_name":"Xu-Quan Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu-Quan Lyu","raw_affiliation_strings":["State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447649","display_name":"Yi-Jun Li","orcid":"https://orcid.org/0000-0003-2733-2913"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Jun Li","raw_affiliation_strings":["State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054685454","display_name":"Fang\u2010Lue Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Fang-Lue Zhang","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, New Zealand","School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]},{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100415842"],"corresponding_institution_ids":["https://openalex.org/I4210136793","https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":5.688,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.96954441,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"6","issue":"1","first_page":"3","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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":0.9991000294685364,"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/T11439","display_name":"Video Analysis and Summarization","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/deep-learning","display_name":"Deep learning","score":0.7795379161834717},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7306563854217529},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6833794116973877},{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.6498258113861084},{"id":"https://openalex.org/keywords/content-creation","display_name":"Content creation","score":0.6324145197868347},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5339948534965515},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.5307581424713135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5292726755142212},{"id":"https://openalex.org/keywords/visual-media","display_name":"Visual media","score":0.5278387069702148},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5260443687438965},{"id":"https://openalex.org/keywords/immersion","display_name":"Immersion (mathematics)","score":0.4965108036994934},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.49363553524017334},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.42227011919021606},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42055055499076843},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38089433312416077}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7795379161834717},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7306563854217529},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6833794116973877},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.6498258113861084},{"id":"https://openalex.org/C2776509796","wikidata":"https://www.wikidata.org/wiki/Q5276056","display_name":"Content creation","level":2,"score":0.6324145197868347},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5339948534965515},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.5307581424713135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5292726755142212},{"id":"https://openalex.org/C2987052865","wikidata":"https://www.wikidata.org/wiki/Q11033","display_name":"Visual media","level":2,"score":0.5278387069702148},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5260443687438965},{"id":"https://openalex.org/C199068039","wikidata":"https://www.wikidata.org/wiki/Q574523","display_name":"Immersion (mathematics)","level":2,"score":0.4965108036994934},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.49363553524017334},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.42227011919021606},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42055055499076843},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38089433312416077},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41095-020-0162-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41095-020-0162-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41095-020-0162-z.pdf","source":{"id":"https://openalex.org/S2487656537","display_name":"Computational Visual Media","issn_l":"2096-0433","issn":["2096-0433","2096-0662"],"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":"Computational Visual Media","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c80bac8b7aac4af18ceaf1c8947253ed","is_oa":true,"landing_page_url":"https://doaj.org/article/c80bac8b7aac4af18ceaf1c8947253ed","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":"Computational Visual Media, Vol 6, Iss 1, Pp 3-28 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s41095-020-0162-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41095-020-0162-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41095-020-0162-z.pdf","source":{"id":"https://openalex.org/S2487656537","display_name":"Computational Visual Media","issn_l":"2096-0433","issn":["2096-0433","2096-0662"],"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":"Computational Visual Media","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G5158269727","display_name":null,"funder_award_id":"61932003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5376227206","display_name":null,"funder_award_id":"61902012","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013780467.pdf","grobid_xml":"https://content.openalex.org/works/W3013780467.grobid-xml"},"referenced_works_count":192,"referenced_works":["https://openalex.org/W85044812","https://openalex.org/W1493215903","https://openalex.org/W1584202471","https://openalex.org/W1702419847","https://openalex.org/W1762798876","https://openalex.org/W1776042733","https://openalex.org/W1903029394","https://openalex.org/W1967554269","https://openalex.org/W1968607211","https://openalex.org/W2012785966","https://openalex.org/W2112848066","https://openalex.org/W2113221323","https://openalex.org/W2113325037","https://openalex.org/W2121367920","https://openalex.org/W2122007052","https://openalex.org/W2126060993","https://openalex.org/W2129404737","https://openalex.org/W2133123311","https://openalex.org/W2139331573","https://openalex.org/W2156116778","https://openalex.org/W2156598602","https://openalex.org/W2160398734","https://openalex.org/W2165949425","https://openalex.org/W2175012183","https://openalex.org/W2186222003","https://openalex.org/W2210074228","https://openalex.org/W2237250383","https://openalex.org/W2238402354","https://openalex.org/W2299989415","https://openalex.org/W2301937176","https://openalex.org/W2307770531","https://openalex.org/W2331128040","https://openalex.org/W2335975543","https://openalex.org/W2348664362","https://openalex.org/W2404729542","https://openalex.org/W2417299834","https://openalex.org/W2439114332","https://openalex.org/W2466381304","https://openalex.org/W2475287302","https://openalex.org/W2483862638","https://openalex.org/W2526468814","https://openalex.org/W2526529994","https://openalex.org/W2531849700","https://openalex.org/W2554777659","https://openalex.org/W2555510177","https://openalex.org/W2556634673","https://openalex.org/W2557465155","https://openalex.org/W2559085405","https://openalex.org/W2560023338","https://openalex.org/W2560474170","https://openalex.org/W2570343428","https://openalex.org/W2582117893","https://openalex.org/W2583585015","https://openalex.org/W2584229793","https://openalex.org/W2596164567","https://openalex.org/W2599765304","https://openalex.org/W2604256352","https://openalex.org/W2604274373","https://openalex.org/W2605221279","https://openalex.org/W2605287558","https://openalex.org/W2605701576","https://openalex.org/W2608303904","https://openalex.org/W2611932403","https://openalex.org/W2612843093","https://openalex.org/W2613783066","https://openalex.org/W2737258237","https://openalex.org/W2738406145","https://openalex.org/W2738549586","https://openalex.org/W2738551266","https://openalex.org/W2744474516","https://openalex.org/W2751463909","https://openalex.org/W2753127912","https://openalex.org/W2769375465","https://openalex.org/W2770128544","https://openalex.org/W2770875015","https://openalex.org/W2772330423","https://openalex.org/W2784790939","https://openalex.org/W2786901303","https://openalex.org/W2795709097","https://openalex.org/W2798665861","https://openalex.org/W2798896170","https://openalex.org/W2799064164","https://openalex.org/W2802922942","https://openalex.org/W2804322746","https://openalex.org/W2806379360","https://openalex.org/W2806833697","https://openalex.org/W2810084975","https://openalex.org/W2810181048","https://openalex.org/W2810330571","https://openalex.org/W2811153284","https://openalex.org/W2811426698","https://openalex.org/W2883183894","https://openalex.org/W2883327485","https://openalex.org/W2887697892","https://openalex.org/W2889513935","https://openalex.org/W2893277817","https://openalex.org/W2894865236","https://openalex.org/W2895524927","https://openalex.org/W2895640967","https://openalex.org/W2895696451","https://openalex.org/W2896892492","https://openalex.org/W2897890508","https://openalex.org/W2902035653","https://openalex.org/W2902266071","https://openalex.org/W2902957614","https://openalex.org/W2905310541","https://openalex.org/W2908617908","https://openalex.org/W2909594855","https://openalex.org/W2911024290","https://openalex.org/W2913593540","https://openalex.org/W2916495731","https://openalex.org/W2920064193","https://openalex.org/W2921751438","https://openalex.org/W2921897326","https://openalex.org/W2924060277","https://openalex.org/W2938482586","https://openalex.org/W2944388874","https://openalex.org/W2944575880","https://openalex.org/W2944736082","https://openalex.org/W2949900285","https://openalex.org/W2951343884","https://openalex.org/W2951413914","https://openalex.org/W2951863354","https://openalex.org/W2952020101","https://openalex.org/W2952080583","https://openalex.org/W2952660452","https://openalex.org/W2956532199","https://openalex.org/W2962716998","https://openalex.org/W2962717701","https://openalex.org/W2962974533","https://openalex.org/W2963037989","https://openalex.org/W2963073614","https://openalex.org/W2963339238","https://openalex.org/W2963346260","https://openalex.org/W2963361426","https://openalex.org/W2963364304","https://openalex.org/W2963530216","https://openalex.org/W2963601843","https://openalex.org/W2963609011","https://openalex.org/W2963767194","https://openalex.org/W2963781481","https://openalex.org/W2964125246","https://openalex.org/W2964312929","https://openalex.org/W2964334375","https://openalex.org/W2965575890","https://openalex.org/W2966880194","https://openalex.org/W2968098949","https://openalex.org/W2968488180","https://openalex.org/W2968986781","https://openalex.org/W2969261403","https://openalex.org/W2970285700","https://openalex.org/W2972372678","https://openalex.org/W2972517494","https://openalex.org/W2973886869","https://openalex.org/W2973965592","https://openalex.org/W2979485822","https://openalex.org/W2979515957","https://openalex.org/W2981660954","https://openalex.org/W2983810994","https://openalex.org/W2983951224","https://openalex.org/W2985840885","https://openalex.org/W2986336497","https://openalex.org/W2989624678","https://openalex.org/W2991284067","https://openalex.org/W2995743703","https://openalex.org/W2996803901","https://openalex.org/W2998213057","https://openalex.org/W2999106241","https://openalex.org/W2999589591","https://openalex.org/W3000305527","https://openalex.org/W3000393748","https://openalex.org/W3002769487","https://openalex.org/W3098313362","https://openalex.org/W3098644713","https://openalex.org/W3100891210","https://openalex.org/W3101531717","https://openalex.org/W3102132650","https://openalex.org/W3104503957","https://openalex.org/W3112809496","https://openalex.org/W3144883424","https://openalex.org/W4206610958","https://openalex.org/W4210257598","https://openalex.org/W4232803353","https://openalex.org/W4234552385","https://openalex.org/W4236965008","https://openalex.org/W4299445015","https://openalex.org/W4301409532","https://openalex.org/W6600120041","https://openalex.org/W6600129504","https://openalex.org/W6601144205","https://openalex.org/W6604662147","https://openalex.org/W6635971390"],"related_works":["https://openalex.org/W2319020389","https://openalex.org/W2001821990","https://openalex.org/W2272707781","https://openalex.org/W2747851897","https://openalex.org/W1975913006","https://openalex.org/W2066308633","https://openalex.org/W2075956514","https://openalex.org/W2969274546","https://openalex.org/W2170490343","https://openalex.org/W3013780467"],"abstract_inverted_index":{"Virtual":[0],"reality":[1],"(VR)":[2],"offers":[3],"an":[4],"artificial,":[5],"computer":[6],"generated":[7],"simulation":[8],"of":[9,59,64],"a":[10,45],"real":[11],"life":[12],"environment.":[13],"It":[14,140],"originated":[15],"in":[16,44,77,150],"the":[17,74,142],"1960s":[18],"and":[19,28,38,67,84,89,93,104,117,119,138,145,153],"has":[20,69],"evolved":[21],"to":[22,36,87,113],"provide":[23],"increasing":[24],"immersion,":[25],"interactivity,":[26],"imagination,":[27],"intelligence.":[29],"Because":[30],"deep":[31,46,78,96,131],"learning":[32,79,97,132],"systems":[33],"are":[34,108],"able":[35],"represent":[37],"compose":[39],"information":[40],"at":[41],"various":[42],"levels":[43],"hierarchical":[47],"fashion,":[48],"they":[49],"can":[50],"build":[51],"very":[52],"powerful":[53],"models":[54],"which":[55],"leverage":[56],"large":[57],"quantities":[58],"visual":[60],"media":[61],"data.":[62],"Intelligence":[63],"VR":[65,81,135],"methods":[66,98,133],"applications":[68],"been":[70],"significantly":[71],"boosted":[72],"by":[73],"recent":[75,126],"developments":[76],"techniques.":[80],"content":[82,136],"creation":[83,137],"exploration":[85],"relates":[86],"image":[88],"video":[90,118],"analysis,":[91],"synthesis":[92],"editing,":[94],"so":[95],"such":[99,130],"as":[100],"fully":[101],"convolutional":[102],"networks":[103,107],"general":[105],"adversarial":[106],"widely":[109],"employed,":[110],"designed":[111],"specifically":[112],"handle":[114],"panoramic":[115],"images":[116],"virtual":[120],"3D":[121],"scenes.":[122],"This":[123],"article":[124],"surveys":[125],"research":[127,155],"that":[128],"uses":[129],"for":[134],"exploration.":[139],"considers":[141],"problems":[143],"involved,":[144],"discusses":[146],"possible":[147],"future":[148],"directions":[149],"this":[151],"active":[152],"emerging":[154],"area.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":7}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}