{"id":"https://openalex.org/W3113301836","doi":"https://doi.org/10.1145/3474085.3475477","title":"EVRNet: Efficient Video Restoration on Edge Devices","display_name":"EVRNet: Efficient Video Restoration on Edge Devices","publication_year":2021,"publication_date":"2021-10-17","ids":{"openalex":"https://openalex.org/W3113301836","doi":"https://doi.org/10.1145/3474085.3475477","mag":"3113301836"},"language":"en","primary_location":{"id":"doi:10.1145/3474085.3475477","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3474085.3475477","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3474085.3475477&file=mfp1703aux.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3474085.3475477&file=mfp1703aux.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074132108","display_name":"Sachin Mehta","orcid":"https://orcid.org/0000-0002-5420-4725"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sachin Mehta","raw_affiliation_strings":["University of Washington, Seattle, WA, USA","Univ. of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"Univ. of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091033698","display_name":"Amit Kumar","orcid":"https://orcid.org/0000-0001-7605-0184"},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Kumar","raw_affiliation_strings":["Facebook Inc., Menlo Park, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook Inc., Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210099336","https://openalex.org/I4210114444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044231615","display_name":"Fitsum A. Reda","orcid":"https://orcid.org/0000-0003-3072-4109"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fitsum Reda","raw_affiliation_strings":["Google, Mountain View, CA, USA","Google Mountain View CA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google Mountain View CA USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042278656","display_name":"Varun Nasery","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varun Nasery","raw_affiliation_strings":["Facebook Inc., Menlo Park, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook Inc., Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210099336","https://openalex.org/I4210114444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052905202","display_name":"Vikram Mulukutla","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikram Mulukutla","raw_affiliation_strings":["Facebook Inc., Menlo Park, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook Inc., Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210099336","https://openalex.org/I4210114444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054694693","display_name":"Rakesh Ranjan","orcid":"https://orcid.org/0000-0003-0963-4512"},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rakesh Ranjan","raw_affiliation_strings":["Facebook Inc., Menlo Park, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook Inc., Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210099336","https://openalex.org/I4210114444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016704219","display_name":"Vikas Chandra","orcid":"https://orcid.org/0009-0005-4996-8455"},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikas Chandra","raw_affiliation_strings":["Facebook Inc., Menlo Park, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook Inc., Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210099336","https://openalex.org/I4210114444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.191,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4540083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"983","last_page":"992"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T11105","display_name":"Advanced Image Processing Techniques","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/T10531","display_name":"Advanced Vision and Imaging","score":0.9988999962806702,"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":0.9988999962806702,"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":0.7532989978790283},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.6182171702384949},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5518579483032227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5496059060096741},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5443427562713623},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5004310607910156},{"id":"https://openalex.org/keywords/deblocking-filter","display_name":"Deblocking filter","score":0.48307517170906067},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.47918927669525146},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.45019981265068054},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.44522541761398315},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.3320004940032959},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.20572331547737122},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.12530922889709473},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10220199823379517}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7532989978790283},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.6182171702384949},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5518579483032227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5496059060096741},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5443427562713623},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5004310607910156},{"id":"https://openalex.org/C143184774","wikidata":"https://www.wikidata.org/wiki/Q3020846","display_name":"Deblocking filter","level":2,"score":0.48307517170906067},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.47918927669525146},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.45019981265068054},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.44522541761398315},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3320004940032959},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.20572331547737122},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.12530922889709473},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10220199823379517},{"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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3474085.3475477","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3474085.3475477","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3474085.3475477&file=mfp1703aux.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2012.02228","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.02228","pdf_url":"https://arxiv.org/pdf/2012.02228","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3113301836","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2012.02228","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2012.02228","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2012.02228","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1145/3474085.3475477","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3474085.3475477","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3474085.3475477&file=mfp1703aux.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7200000286102295,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3113301836.pdf","grobid_xml":"https://content.openalex.org/works/W3113301836.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W753847829","https://openalex.org/W764651262","https://openalex.org/W1677182931","https://openalex.org/W1821462560","https://openalex.org/W1901129140","https://openalex.org/W1965221572","https://openalex.org/W1981990039","https://openalex.org/W2064076387","https://openalex.org/W2064675550","https://openalex.org/W2097117768","https://openalex.org/W2113350594","https://openalex.org/W2118877769","https://openalex.org/W2142683286","https://openalex.org/W2166538457","https://openalex.org/W2194775991","https://openalex.org/W2233116163","https://openalex.org/W2242218935","https://openalex.org/W2267635276","https://openalex.org/W2274287116","https://openalex.org/W2300242332","https://openalex.org/W2508457857","https://openalex.org/W2531409750","https://openalex.org/W2548527721","https://openalex.org/W2557227117","https://openalex.org/W2560474170","https://openalex.org/W2612445135","https://openalex.org/W2739879705","https://openalex.org/W2752782242","https://openalex.org/W2769654144","https://openalex.org/W2780544323","https://openalex.org/W2781335552","https://openalex.org/W2798664922","https://openalex.org/W2883780447","https://openalex.org/W2886851211","https://openalex.org/W2891158090","https://openalex.org/W2894936553","https://openalex.org/W2895957955","https://openalex.org/W2902857081","https://openalex.org/W2923834406","https://openalex.org/W2955425717","https://openalex.org/W2962772649","https://openalex.org/W2962927175","https://openalex.org/W2963000224","https://openalex.org/W2963145730","https://openalex.org/W2963145956","https://openalex.org/W2963163009","https://openalex.org/W2963418739","https://openalex.org/W2963420686","https://openalex.org/W2963782415","https://openalex.org/W2963918968","https://openalex.org/W2964040059","https://openalex.org/W2964121744","https://openalex.org/W2964299589","https://openalex.org/W2965669158","https://openalex.org/W2965862774","https://openalex.org/W2973673960","https://openalex.org/W2982083293","https://openalex.org/W3034475761","https://openalex.org/W3035689718"],"related_works":["https://openalex.org/W3157035436","https://openalex.org/W1983685630","https://openalex.org/W3176583247","https://openalex.org/W3159259800","https://openalex.org/W2980692634","https://openalex.org/W2067132994","https://openalex.org/W2088604742","https://openalex.org/W206942157","https://openalex.org/W2077699347","https://openalex.org/W3088128274","https://openalex.org/W2747419249","https://openalex.org/W2130962131","https://openalex.org/W2884051051","https://openalex.org/W2522007498","https://openalex.org/W2786594358","https://openalex.org/W1550926169","https://openalex.org/W2595207199","https://openalex.org/W2278760679","https://openalex.org/W1924302728","https://openalex.org/W2320069372"],"abstract_inverted_index":{"In":[0],"video":[1,4,30,52,90,97],"transmission":[2],"applications,":[3],"signals":[5],"are":[6],"transmitted":[7],"over":[8],"lossy":[9],"channels,":[10],"resulting":[11],"in":[12,24,125],"low-quality":[13],"received":[14],"signals.":[15],"To":[16],"re-":[17],"store":[18],"videos":[19],"on":[20,50,118],"recipient":[21],"edge":[22],"devices":[23],"real-time,":[25],"we":[26,59],"introduce":[27],"an":[28],"efficient":[29],"restoration":[31,53,91],"network,":[32],"EVRNet.":[33],"EVRNet":[34,62,77],"efficiently":[35],"allocates":[36],"parameters":[37,72,81],"inside":[38],"the":[39,111],"network":[40],"using":[41],"alignment,":[42],"differential,":[43],"and":[44,57,73,82,132],"fusion":[45],"modules.":[46],"With":[47],"extensive":[48],"experiments":[49],"different":[51],"tasks":[54],"(deblocking,":[55],"denoising,":[56],"super-resolution),":[58],"demonstrate":[60,122],"that":[61],"delivers":[63],"competitive":[64],"performance":[65,112],"to":[66,121],"existing":[67],"methods":[68],"with":[69],"significantly":[70],"fewer":[71,80,84],"MACs.":[74],"For":[75],"example,":[76],"has":[78],"260\u00d7":[79],"958\u00d7":[83],"MACs":[85],"than":[86,106],"enhanced":[87],"deformable":[88],"convolution-based":[89],"net-":[92],"work":[93],"(EDVR)":[94],"for":[95],"4\u00d7":[96],"super-resolution":[98],"while":[99],"its":[100,123],"SSIM":[101],"score":[102],"is":[103],"0.018":[104],"less":[105],"EDVR.":[107],"We":[108],"also":[109],"evaluated":[110],"of":[113],"EVR-Net":[114],"under":[115,129],"multiple":[116],"distortions":[117],"unseen":[119],"dataset":[120],"ability":[124],"modeling":[126],"variable-length":[127],"sequences":[128],"both":[130],"camera":[131],"object":[133],"motion.":[134]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}