{"id":"https://openalex.org/W4352990893","doi":"https://doi.org/10.2352/ei.2023.35.3.mobmu-351","title":"Improving the performance of web-streaming by super-resolution upscaling techniques","display_name":"Improving the performance of web-streaming by super-resolution upscaling techniques","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4352990893","doi":"https://doi.org/10.2352/ei.2023.35.3.mobmu-351"},"language":"en","primary_location":{"id":"doi:10.2352/ei.2023.35.3.mobmu-351","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2352/ei.2023.35.3.mobmu-351","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/35/3/MOBMU-351","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/35/3/MOBMU-351","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047345539","display_name":"Yuriy A. Reznik","orcid":"https://orcid.org/0000-0003-4233-5805"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuriy Reznik","raw_affiliation_strings":["Inc. ; Seattle , WA / USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inc. ; Seattle , WA / USA","institution_ids":["https://openalex.org/I58610484"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012854418","display_name":"Nabajeet Barman","orcid":"https://orcid.org/0000-0003-2587-7370"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nabajeet Barman","raw_affiliation_strings":["Inc. ; Seattle , WA / USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inc. ; Seattle , WA / USA","institution_ids":["https://openalex.org/I58610484"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I58610484"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01773961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"3","first_page":"351","last_page":""},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9983000159263611,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9983000159263611,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9908000230789185,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9850999712944031,"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":0.8373550176620483},{"id":"https://openalex.org/keywords/display-resolution","display_name":"Display resolution","score":0.7140512466430664},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.6765117645263672},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5985248684883118},{"id":"https://openalex.org/keywords/streaming-algorithm","display_name":"Streaming algorithm","score":0.5367478132247925},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5167333483695984},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.46286851167678833},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4624612033367157},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45599716901779175},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4313907325267792},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41214099526405334},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.39350426197052},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3762132525444031},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3549827039241791},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.26794224977493286},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.09492290019989014},{"id":"https://openalex.org/keywords/display-device","display_name":"Display device","score":0.08789664506912231}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8373550176620483},{"id":"https://openalex.org/C71597744","wikidata":"https://www.wikidata.org/wiki/Q12538706","display_name":"Display resolution","level":3,"score":0.7140512466430664},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.6765117645263672},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5985248684883118},{"id":"https://openalex.org/C187166803","wikidata":"https://www.wikidata.org/wiki/Q2835831","display_name":"Streaming algorithm","level":3,"score":0.5367478132247925},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5167333483695984},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.46286851167678833},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4624612033367157},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45599716901779175},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4313907325267792},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41214099526405334},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.39350426197052},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3762132525444031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3549827039241791},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.26794224977493286},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.09492290019989014},{"id":"https://openalex.org/C164597639","wikidata":"https://www.wikidata.org/wiki/Q327065","display_name":"Display device","level":2,"score":0.08789664506912231},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2352/ei.2023.35.3.mobmu-351","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2352/ei.2023.35.3.mobmu-351","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/35/3/MOBMU-351","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2352/ei.2023.35.3.mobmu-351","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2352/ei.2023.35.3.mobmu-351","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/35/3/MOBMU-351","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4352990893.pdf","grobid_xml":"https://content.openalex.org/works/W4352990893.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4383620958","https://openalex.org/W4308089109","https://openalex.org/W2769629803","https://openalex.org/W2803844919","https://openalex.org/W4352990893","https://openalex.org/W2082964377","https://openalex.org/W2013896055","https://openalex.org/W2890663577","https://openalex.org/W2078038080","https://openalex.org/W2508100237"],"abstract_inverted_index":{"In":[0],"recent":[1,53,189],"years,":[2],"we":[3,123,136,203,257],"have":[4],"seen":[5],"significant":[6],"progress":[7],"in":[8,27,34,45,62,96,120,274],"advanced":[9],"image":[10],"upscaling":[11,87,146,223,253],"techniques,":[12,88],"sometimes":[13],"called":[14],"super-resolution,":[15],"ML-based,":[16],"or":[17,108,115],"AI-based":[18],"upscaling.":[19],"Such":[20],"algorithms":[21,95],"are":[22],"now":[23],"available":[24],"not":[25],"only":[26],"form":[28],"of":[29,51,59,73,106,143,163,179,241,261,276],"specialized":[30],"software":[31],"but":[32],"also":[33],"drivers":[35],"and":[36,89,199,221,238,252,265,281],"SDKs":[37],"supplied":[38],"with":[39,168],"modern":[40],"graphics":[41],"cards.":[42],"Upscaling":[43],"functions":[44],"NVIDIA":[46],"Maxine":[47],"SDK":[48],"is":[49,153],"one":[50,66],"the":[52,71,77,132,141,148,156,160,222,246,259,262,277],"examples.":[54],"However,":[55],"to":[56,68,102,131,165,176,234],"take":[57],"advantage":[58],"this":[60,118,121,184],"functionality":[61],"video":[63,83,210,214,217],"streaming":[64,97,211],"applications,":[65],"needs":[67],"(a)":[69],"quantify":[70],"impacts":[72,142,260],"super-resolution":[74,86,180,200],"techniques":[75,126,264],"on":[76,147,155,229],"perceived":[78,149,166,236],"visual":[79],"quality,":[80,167],"(b)":[81],"implement":[82,91],"rendering":[84],"incorporating":[85],"(c)":[90],"new":[92],"bitrate+resolution":[93],"adaptation":[94,207],"players,":[98,212],"enabling":[99],"such":[100],"players":[101],"deliver":[103,245,270],"better":[104,109],"quality":[105,237,248],"experience":[107],"efficiency":[110],"(e.g.":[111],"reduce":[112],"bandwidth":[113,282],"usage)":[114],"both.":[116],"Towards":[117],"end,":[119],"paper,":[122],"propose":[124,204],"several":[125,169,188,196],"that":[127,243,267],"may":[128],"be":[129],"helpful":[130],"implementation":[133],"community.":[134],"First,":[135],"offer":[137],"a":[138],"model":[139,152,158,185,233],"quantifying":[140],"super":[144],"resolution":[145,162],"quality.":[150],"Our":[151],"based":[154],"Westerink-Roufs":[157,232],"connecting":[159],"true":[161],"images/videos":[164],"additional":[170],"parameters":[171],"added,":[172],"allowing":[173],"its":[174],"tuning":[175],"specific":[177],"implementations":[178],"techniques.":[181],"We":[182],"verify":[183],"by":[186],"using":[187],"datasets":[190],"including":[191],"MOS":[192],"scores":[193],"measured":[194],"for":[195,209,249],"conventional":[197],"up-scaling":[198],"algorithms.":[201],"Then,":[202],"an":[205],"improved":[206,226],"logic":[208,227],"considering":[213],"bitrates,":[215],"encoded":[216],"resolutions,":[218],"player":[219],"size,":[220],"method.":[224],"This":[225],"relies":[228],"our":[230],"modified":[231],"predict":[235],"suggests":[239],"choices":[240],"renditions":[242],"would":[244],"best":[247],"given":[250],"display":[251],"method":[254],"characteristics.":[255],"Finally,":[256],"study":[258],"proposed":[263],"show":[266],"they":[268],"can":[269],"practically":[271],"appreciable":[272],"results":[273],"terms":[275],"expected":[278],"QoE":[279],"improvements":[280],"savings.":[283]},"counts_by_year":[],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-10-10T00:00:00"}
