{"id":"https://openalex.org/W3029034634","doi":"https://doi.org/10.1109/qomex48832.2020.9123074","title":"Quality Enhancement of Gaming Content using Generative Adversarial Networks","display_name":"Quality Enhancement of Gaming Content using Generative Adversarial Networks","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3029034634","doi":"https://doi.org/10.1109/qomex48832.2020.9123074","mag":"3029034634"},"language":"en","primary_location":{"id":"doi:10.1109/qomex48832.2020.9123074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qomex48832.2020.9123074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/5176120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087869634","display_name":"Nasim Jamshidi Avanaki","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nasim Jamshidi Avanaki","raw_affiliation_strings":["Quality and Usability Lab, TU Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quality and Usability Lab, TU Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038733416","display_name":"Saman Zadtootaghaj","orcid":"https://orcid.org/0000-0002-6028-8507"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Saman Zadtootaghaj","raw_affiliation_strings":["Quality and Usability Lab, TU Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quality and Usability Lab, TU Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012854418","display_name":"Nabajeet Barman","orcid":"https://orcid.org/0000-0003-2587-7370"},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nabajeet Barman","raw_affiliation_strings":["Wireless Multimedia & Networking Research Group, Kingston University, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Multimedia & Networking Research Group, Kingston University, London, UK","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047487781","display_name":"Steven Schmidt","orcid":"https://orcid.org/0000-0001-6620-1997"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steven Schmidt","raw_affiliation_strings":["Quality and Usability Lab, TU Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quality and Usability Lab, TU Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015460933","display_name":"Maria G. Martini","orcid":"https://orcid.org/0000-0002-8710-7550"},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria G. Martini","raw_affiliation_strings":["Wireless Multimedia & Networking Research Group, Kingston University, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Multimedia & Networking Research Group, Kingston University, London, UK","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075001284","display_name":"Sebastian M\u00f6ller","orcid":"https://orcid.org/0000-0003-3057-0760"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Moller","raw_affiliation_strings":["Tech. Univ. Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tech. Univ. Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1915,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.47349093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9994999766349792,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9994999766349792,"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":0.9991999864578247,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9972000122070312,"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/adversarial-system","display_name":"Adversarial system","score":0.7536883354187012},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6565688252449036},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.634123682975769},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5914527177810669},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.47101840376853943},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.4491720199584961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37605929374694824},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.1447366178035736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0983632504940033}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7536883354187012},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6565688252449036},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.634123682975769},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5914527177810669},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.47101840376853943},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.4491720199584961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37605929374694824},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.1447366178035736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0983632504940033},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/qomex48832.2020.9123074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qomex48832.2020.9123074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.kingston.ac.uk:45172","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:zenodo.org:5176120","is_oa":true,"landing_page_url":"https://zenodo.org/record/5176120","pdf_url":"https://zenodo.org/record/5176120","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:5176120","is_oa":true,"landing_page_url":"https://zenodo.org/record/5176120","pdf_url":"https://zenodo.org/record/5176120","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3029034634.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2083610878","https://openalex.org/W2099471712","https://openalex.org/W2102166818","https://openalex.org/W2142683286","https://openalex.org/W2194775991","https://openalex.org/W2508457857","https://openalex.org/W2520164769","https://openalex.org/W2728171657","https://openalex.org/W2798309714","https://openalex.org/W2809031010","https://openalex.org/W2891239219","https://openalex.org/W2924210888","https://openalex.org/W2947177520","https://openalex.org/W2963446712","https://openalex.org/W2963470893","https://openalex.org/W2964035254","https://openalex.org/W2964046669","https://openalex.org/W2964060609","https://openalex.org/W3101569186","https://openalex.org/W4320013936","https://openalex.org/W6637373629","https://openalex.org/W6639824700","https://openalex.org/W6726381175","https://openalex.org/W6740219110","https://openalex.org/W6761080300"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4235873501"],"abstract_inverted_index":{"Recently,":[0,105],"streaming":[1,23,88],"of":[2,14,36,68,80,82,84,101,161,182,188],"gameplay":[3],"scenes":[4],"has":[5],"gained":[6],"much":[7],"attention,":[8],"as":[9,17,46,51,53,61,65,69,143,145,151],"evident":[10],"with":[11,28,124],"the":[12,33,78,98,135,147,159,164,171,186],"rise":[13],"platforms":[15],"such":[16,45,60,150],"Twitch.tv":[18],"and":[19,48,63,154,194],"Facebook":[20],"Gaming.":[21],"These":[22],"services":[24],"have":[25,116],"to":[26,32,96,122,157,169],"deal":[27],"many":[29],"challenges":[30],"due":[31],"low":[34,54],"quality":[35,100,173,190],"source":[37],"materials":[38],"caused":[39,191],"by":[40,137,192],"client":[41],"devices,":[42],"network":[43,149],"limitations":[44],"bandwidth":[47],"packet":[49],"loss,":[50],"well":[52,144],"delay":[55],"requirements.":[56],"Spatial":[57],"video":[58,70,87,99],"artifact":[59],"blockiness":[62],"blurriness":[64],"a":[66,139,179],"result":[67],"compression":[71,193],"or":[72],"up-scaling":[73],"algorithms":[74],"can":[75],"significantly":[76],"impact":[77],"Quality":[79],"Experience":[81],"end-users":[83],"passive":[85],"gaming":[86,103,198],"applications.":[89],"In":[90,175],"this":[91,131],"paper,":[92],"we":[93,133,177],"investigate":[94],"solutions":[95],"enhance":[97],"compressed":[102],"content.":[104,129],"several":[106],"super-resolution":[107],"enhancement":[108,187],"techniques":[109],"using":[110],"Generative":[111],"Adversarial":[112],"Network":[113],"(e.g.,":[114],"SRGAN)":[115],"been":[117],"proposed,":[118],"which":[119,166],"are":[120],"shown":[121,168],"work":[123],"high":[125],"accuracy":[126],"on":[127],"non-gaming":[128],"Towards":[130],"end,":[132],"improved":[134,183],"SRGAN":[136,184],"adding":[138],"modified":[140],"loss":[141],"function":[142],"changing":[146],"generator":[148],"layer":[152],"levels":[153],"skip":[155],"connections":[156],"improve":[158,170],"flow":[160],"information":[162],"in":[163,201],"network,":[165],"is":[167],"perceived":[172],"significantly.":[174],"addition,":[176],"present":[178],"performance":[180],"evaluation":[181],"for":[185,197],"frame":[189],"rescaling":[195],"artifacts":[196],"content":[199],"encoded":[200],"multiple":[202],"resolution-bitrate":[203],"pairs.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
