{"id":"https://openalex.org/W2948397451","doi":"https://doi.org/10.1109/access.2019.2920477","title":"No-Reference Video Quality Estimation Based on Machine Learning for Passive Gaming Video Streaming Applications","display_name":"No-Reference Video Quality Estimation Based on Machine Learning for Passive Gaming Video Streaming Applications","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2948397451","doi":"https://doi.org/10.1109/access.2019.2920477","mag":"2948397451"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2920477","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2920477","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08727887.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08727887.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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 (WMN), Kingston University London, Kingston upon Thames, U.K"],"raw_orcid":"https://orcid.org/0000-0003-2587-7370","affiliations":[{"raw_affiliation_string":"Wireless Multimedia & Networking Research Group (WMN), Kingston University London, Kingston upon Thames, U.K","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043779739","display_name":"Emmanuel Jammeh","orcid":"https://orcid.org/0000-0003-3826-3212"},"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":"Emmanuel Jammeh","raw_affiliation_strings":["Wireless Multimedia & Networking Research Group (WMN), Kingston University London, Kingston upon Thames, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Multimedia & Networking Research Group (WMN), Kingston University London, Kingston upon Thames, U.K","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065961805","display_name":"Seyed Ali Ghorashi","orcid":"https://orcid.org/0000-0002-2910-9208"},"institutions":[{"id":"https://openalex.org/I48379061","display_name":"Shahid Beheshti University","ror":"https://ror.org/0091vmj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I48379061"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyed Ali Ghorashi","raw_affiliation_strings":["Cognitive Telecommunication Research Group, Faculty of Electrical Engineering, Shahid Beheshti University, G.C., Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitive Telecommunication Research Group, Faculty of Electrical Engineering, Shahid Beheshti University, G.C., Tehran, Iran","institution_ids":["https://openalex.org/I48379061"]}]},{"author_position":"last","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 (WMN), Kingston University London, Kingston upon Thames, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8710-7550","affiliations":[{"raw_affiliation_string":"Wireless Multimedia & Networking Research Group (WMN), Kingston University London, Kingston upon Thames, U.K","institution_ids":["https://openalex.org/I205051169"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.0675,"has_fulltext":true,"cited_by_count":69,"citation_normalized_percentile":{"value":0.95172186,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"74511","last_page":"74527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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":1.0,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9830999970436096,"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":0.9656999707221985,"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":0.8818166255950928},{"id":"https://openalex.org/keywords/subjective-video-quality","display_name":"Subjective video quality","score":0.7540937662124634},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.6731914281845093},{"id":"https://openalex.org/keywords/pevq","display_name":"PEVQ","score":0.6487645506858826},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.6137828826904297},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.5970250368118286},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5942456722259521},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5914554595947266},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.546475350856781},{"id":"https://openalex.org/keywords/video-game","display_name":"Video game","score":0.46763256192207336},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.426909476518631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31521308422088623},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.20121830701828003},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.1960778534412384},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11919558048248291},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07541501522064209}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8818166255950928},{"id":"https://openalex.org/C114227958","wikidata":"https://www.wikidata.org/wiki/Q7631422","display_name":"Subjective video quality","level":4,"score":0.7540937662124634},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.6731914281845093},{"id":"https://openalex.org/C156414586","wikidata":"https://www.wikidata.org/wiki/Q15995396","display_name":"PEVQ","level":5,"score":0.6487645506858826},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.6137828826904297},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.5970250368118286},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5942456722259521},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5914554595947266},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.546475350856781},{"id":"https://openalex.org/C3018412434","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Video game","level":2,"score":0.46763256192207336},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.426909476518631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31521308422088623},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.20121830701828003},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.1960778534412384},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11919558048248291},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07541501522064209},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2920477","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2920477","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08727887.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.kingston.ac.uk:43406","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400991","display_name":"Research Repository (Kingston University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801636071","host_organization_name":"Kingston Hospital NHS Trust","host_organization_lineage":["https://openalex.org/I2801636071"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:486fa277ae814b17a5908b96de336528","is_oa":true,"landing_page_url":"https://doaj.org/article/486fa277ae814b17a5908b96de336528","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":"IEEE Access, Vol 7, Pp 74511-74527 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2920477","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2920477","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08727887.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G7109325269","display_name":"innovative Quality Of Experience maNagement in Emerging mulTimedia services","funder_award_id":"643072","funder_id":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions"},{"id":"https://openalex.org/G8200247950","display_name":null,"funder_award_id":"643072","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320311734","display_name":"Kingston University","ror":"https://ror.org/05bbqza97"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948397451.pdf","grobid_xml":"https://content.openalex.org/works/W2948397451.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1502922572","https://openalex.org/W1570448133","https://openalex.org/W1570713908","https://openalex.org/W1583495910","https://openalex.org/W1597255365","https://openalex.org/W1964422335","https://openalex.org/W1982471090","https://openalex.org/W1982732426","https://openalex.org/W1982995138","https://openalex.org/W1983199840","https://openalex.org/W1986197894","https://openalex.org/W2001140515","https://openalex.org/W2002011878","https://openalex.org/W2013345733","https://openalex.org/W2018172162","https://openalex.org/W2028304877","https://openalex.org/W2033549879","https://openalex.org/W2088787957","https://openalex.org/W2096163315","https://openalex.org/W2099816312","https://openalex.org/W2102166818","https://openalex.org/W2106748743","https://openalex.org/W2114770744","https://openalex.org/W2133665775","https://openalex.org/W2133990480","https://openalex.org/W2135403066","https://openalex.org/W2149703139","https://openalex.org/W2163001268","https://openalex.org/W2163370434","https://openalex.org/W2167101736","https://openalex.org/W2468725259","https://openalex.org/W2475635639","https://openalex.org/W2527992041","https://openalex.org/W2540314046","https://openalex.org/W2563786098","https://openalex.org/W2593627429","https://openalex.org/W2604764451","https://openalex.org/W2728171657","https://openalex.org/W2768340063","https://openalex.org/W2770915485","https://openalex.org/W2809031010","https://openalex.org/W2891239219","https://openalex.org/W2895868297","https://openalex.org/W2910270360","https://openalex.org/W2911964244","https://openalex.org/W2998216295","https://openalex.org/W3007940350","https://openalex.org/W3101297916","https://openalex.org/W3103913776","https://openalex.org/W4238663968","https://openalex.org/W4246387884","https://openalex.org/W6634094483","https://openalex.org/W6786116714","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W4388138958","https://openalex.org/W2061696964","https://openalex.org/W1996919562","https://openalex.org/W2539777923","https://openalex.org/W2791258091","https://openalex.org/W2045735464","https://openalex.org/W4390768785","https://openalex.org/W1543922763","https://openalex.org/W1971541619","https://openalex.org/W1506726435"],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2,21,88],"seen":[3,40],"increasing":[4],"growth":[5,35,51],"and":[6,13,34,78,109,137,171,180,192],"popularity":[7],"of":[8,30,52,67,94,112],"gaming":[9,17,26,65,113,123,149,167,189],"services,":[10],"both":[11],"interactive":[12,16],"passive.":[14],"While":[15],"video":[18,27,98,114,150,168,190],"streaming":[19,115],"applications":[20],"received":[22],"much":[23,41],"attention,":[24],"passive":[25],"streaming,":[28,169],"in-spite":[29],"its":[31],"huge":[32],"success":[33],"in":[36,55],"recent":[37],"years,":[38],"has":[39],"less":[42],"interest":[43],"from":[44,128],"the":[45,49,56,62,106,120,195,199,212],"research":[46],"community.":[47],"For":[48],"continued":[50],"such":[53,176],"services":[54],"future,":[57],"it":[58,74],"is":[59,70,142],"imperative":[60],"that":[61,73,122,194],"end":[63],"user":[64,82],"quality":[66,85,99,151,163],"experience":[68],"(QoE)":[69],"estimated":[71],"so":[72,91],"can":[75],"be":[76],"controlled":[77],"maximized":[79],"to":[80,105,211],"ensure":[81],"acceptance.":[83],"Previous":[84],"assessment":[86,100],"studies":[87],"shown":[89],"not":[90],"satisfactory":[92],"performance":[93,186],"existing":[95],"No-reference":[96],"(NR)":[97],"(VQA)":[101],"metrics.":[102],"Also,":[103],"due":[104],"inherent":[107],"nature":[108],"different":[110,188],"requirements":[111],"applications,":[116],"as":[117,119,177],"well":[118],"fact":[121],"videos":[124],"are":[125,133],"perceived":[126],"differently":[127],"non-gaming":[129],"content":[130],"(as":[131],"they":[132],"usually":[134],"computer":[135],"generated":[136],"contain":[138],"artificial/synthetic":[139],"content),":[140],"there":[141],"a":[143,207],"need":[144],"for":[145,166],"application-specific":[146],"light-weight,":[147],"no-reference":[148,202],"prediction":[152,208],"models.":[153],"In":[154],"this":[155],"paper,":[156],"we":[157],"present":[158],"two":[159],"NR":[160,174],"machine":[161],"learning-based":[162],"estimation":[164],"models":[165,197],"NR-GVSQI,":[170],"NR-GVSQE,":[172],"using":[173],"features,":[175],"bitrate,":[178],"resolution,":[179],"temporal":[181],"information.":[182],"We":[183],"evaluate":[184],"their":[185],"on":[187],"datasets":[191],"show":[193],"proposed":[196],"outperform":[198],"current":[200],"state-of-the-art":[201],"metrics,":[203],"while":[204],"also":[205],"reaching":[206],"accuracy":[209],"comparable":[210],"best":[213],"known":[214],"full":[215],"reference":[216],"metric.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}
