{"id":"https://openalex.org/W4384789936","doi":"https://doi.org/10.1109/tnse.2023.3296511","title":"Delay-Optimized Multi-User VR Streaming via End-Edge Collaborative Neural Frame Interpolation","display_name":"Delay-Optimized Multi-User VR Streaming via End-Edge Collaborative Neural Frame Interpolation","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384789936","doi":"https://doi.org/10.1109/tnse.2023.3296511"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2023.3296511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2023.3296511","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5040611410","display_name":"Sushu Yang","orcid":"https://orcid.org/0000-0002-9878-3693"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sushu Yang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-9878-3693","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039532881","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0001-8964-0597"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-8964-0597","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009814221","display_name":"Jiayin Chen","orcid":"https://orcid.org/0000-0002-7468-8990"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jiayin Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7468-8990","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100417960","display_name":"Qiang Ye","orcid":"https://orcid.org/0000-0002-8208-6295"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Qiang Ye","raw_affiliation_strings":["Department of Computer Science, Memorial University of Newfoundland, St. John&#x0027;s, NL, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8208-6295","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Memorial University of Newfoundland, St. John&#x0027;s, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ning Zhang","orcid":"https://orcid.org/0000-0001-9518-1622"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ning Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9518-1622","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Shen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4140-287X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7654,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.92353662,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"1","first_page":"284","last_page":"298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9972000122070312,"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"}},{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8059642314910889},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6804099082946777},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.6701362133026123},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.5960956811904907},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5731213092803955},{"id":"https://openalex.org/keywords/motion-interpolation","display_name":"Motion interpolation","score":0.5496543049812317},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.5010173320770264},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.49720385670661926},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.49627524614334106},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32311058044433594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3011440634727478},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2551422417163849},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.19788715243339539},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.08593800663948059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8059642314910889},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6804099082946777},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6701362133026123},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.5960956811904907},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5731213092803955},{"id":"https://openalex.org/C72560505","wikidata":"https://www.wikidata.org/wiki/Q204510","display_name":"Motion interpolation","level":5,"score":0.5496543049812317},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5010173320770264},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.49720385670661926},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.49627524614334106},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32311058044433594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3011440634727478},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2551422417163849},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.19788715243339539},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.08593800663948059},{"id":"https://openalex.org/C167510206","wikidata":"https://www.wikidata.org/wiki/Q2835824","display_name":"Block-matching algorithm","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2023.3296511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2023.3296511","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G4261350071","display_name":null,"funder_award_id":"62001180","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1972477464","https://openalex.org/W1977861832","https://openalex.org/W2110270950","https://openalex.org/W2133665775","https://openalex.org/W2147253850","https://openalex.org/W2170850909","https://openalex.org/W2315469123","https://openalex.org/W2799064164","https://openalex.org/W2809811157","https://openalex.org/W2810002837","https://openalex.org/W2856725472","https://openalex.org/W2887223659","https://openalex.org/W2891286892","https://openalex.org/W2896840651","https://openalex.org/W2914660087","https://openalex.org/W2919839278","https://openalex.org/W2945507395","https://openalex.org/W2968289224","https://openalex.org/W2974843368","https://openalex.org/W2995274323","https://openalex.org/W3010301175","https://openalex.org/W3011266864","https://openalex.org/W3017189976","https://openalex.org/W3019721760","https://openalex.org/W3034921716","https://openalex.org/W3048280785","https://openalex.org/W3084868265","https://openalex.org/W3121141701","https://openalex.org/W3137932838","https://openalex.org/W3138954746","https://openalex.org/W3144235125","https://openalex.org/W3153421368","https://openalex.org/W3190399926","https://openalex.org/W3211895128","https://openalex.org/W4206746949","https://openalex.org/W4210354313","https://openalex.org/W4244393550","https://openalex.org/W4301297902","https://openalex.org/W4306178519","https://openalex.org/W4312623579","https://openalex.org/W4312857869","https://openalex.org/W4313591724"],"related_works":["https://openalex.org/W4294974825","https://openalex.org/W2967400911","https://openalex.org/W2943580202","https://openalex.org/W4241017176","https://openalex.org/W3000714840","https://openalex.org/W4361829742","https://openalex.org/W2094004415","https://openalex.org/W78965334","https://openalex.org/W3216192308","https://openalex.org/W4385261818"],"abstract_inverted_index":{"In":[0,41],"this":[1],"article,":[2],"with":[3],"the":[4,9,58,82,88,101,105,119,135,148,154],"objective":[5],"of":[6,12,28,61,93,104,123,139,157],"significantly":[7,152],"increasing":[8],"frame":[10,31,39,43,95,155],"rate":[11,156],"virtual":[13],"reality":[14],"(VR)":[15],"videos,":[16,159],"we":[17],"design":[18],"an":[19,72],"efficient":[20],"end-edge":[21,98],"collaborative":[22,38,121],"VR":[23,141,158,163],"streaming":[24,140],"system":[25,107,150],"which":[26],"consists":[27],"three":[29],"modules:":[30],"similarity":[32,44],"analysis,":[33],"offloading":[34,84],"decision":[35],"making,":[36],"and":[37,90,128],"interpolation.":[40],"specific,":[42],"analysis":[45,116],"tries":[46],"to":[47,80,133],"eliminate":[48],"redundant":[49],"frames":[50,63],"based":[51,111],"on":[52,112],"perceived":[53],"quality":[54],"assessment,":[55],"so":[56],"that":[57,147],"required":[59],"number":[60],"interpolated":[62],"can":[64,151],"be":[65],"reduced":[66],"without":[67],"deteriorating":[68],"visual":[69],"quality.":[70],"Then,":[71],"end-to-end":[73],"(E2E)":[74],"delay":[75,103,138],"optimization":[76],"problem":[77],"is":[78,108],"formulated":[79],"obtain":[81],"optimal":[83],"strategy,":[85],"by":[86],"balancing":[87],"transmission":[89],"computing":[91],"burden":[92],"neural":[94],"interpolation":[96,124],"via":[97],"collaboration.":[99],"Furthermore,":[100],"E2E":[102,137],"proposed":[106,120,149],"theoretically":[109],"analyzed":[110],"queuing":[113],"theory.":[114],"Our":[115],"reveals":[117],"that,":[118],"distribution":[122],"tasks":[125],"between":[126],"edge":[127],"end":[129],"devices":[130],"are":[131],"effective":[132],"achieve":[134],"minimal":[136],"videos.":[142],"Extensive":[143],"experimental":[144],"results":[145],"demonstrate":[146],"improve":[153],"while":[160],"maintaining":[161],"timely":[162],"content":[164],"delivery":[165],"in":[166],"various":[167],"networking":[168],"conditions.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
