{"id":"https://openalex.org/W2796677919","doi":"https://doi.org/10.1109/tcsvt.2018.2868262","title":"Spatiotemporal Feature Integration and Model Fusion for Full Reference Video Quality Assessment","display_name":"Spatiotemporal Feature Integration and Model Fusion for Full Reference Video Quality Assessment","publication_year":2018,"publication_date":"2018-09-03","ids":{"openalex":"https://openalex.org/W2796677919","doi":"https://doi.org/10.1109/tcsvt.2018.2868262","mag":"2796677919"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2018.2868262","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2018.2868262","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1804.04813","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036706118","display_name":"Christos G. Bampis","orcid":null},"institutions":[{"id":"https://openalex.org/I869089601","display_name":"Netflix (United States)","ror":"https://ror.org/0197qw696","country_code":"US","type":"company","lineage":["https://openalex.org/I869089601"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christos G. Bampis","raw_affiliation_strings":["Netflix, Inc., Los Gatos, CA, USA","Netflix Inc., Los Gatos, CA, USA"],"affiliations":[{"raw_affiliation_string":"Netflix, Inc., Los Gatos, CA, USA","institution_ids":["https://openalex.org/I869089601"]},{"raw_affiliation_string":"Netflix Inc., Los Gatos, CA, USA","institution_ids":["https://openalex.org/I869089601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382283","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0002-4578-6073"},"institutions":[{"id":"https://openalex.org/I869089601","display_name":"Netflix (United States)","ror":"https://ror.org/0197qw696","country_code":"US","type":"company","lineage":["https://openalex.org/I869089601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["Netflix, Inc., Los Gatos, CA, USA","Netflix Inc., Los Gatos, CA, USA"],"affiliations":[{"raw_affiliation_string":"Netflix, Inc., Los Gatos, CA, USA","institution_ids":["https://openalex.org/I869089601"]},{"raw_affiliation_string":"Netflix Inc., Los Gatos, CA, USA","institution_ids":["https://openalex.org/I869089601"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075463806","display_name":"Alan C. Bovik","orcid":"https://orcid.org/0000-0001-6067-710X"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan C. Bovik","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","Dept. of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036706118"],"corresponding_institution_ids":["https://openalex.org/I869089601"],"apc_list":null,"apc_paid":null,"fwci":0.2127,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.53672903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"29","issue":"8","first_page":"2256","last_page":"2270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9902999997138977,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9760000109672546,"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":0.8608162999153137},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.763210654258728},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.7357556819915771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5266276001930237},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5179730653762817},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5158683657646179},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5114051699638367},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.44156837463378906},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.424378901720047},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3785804808139801},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3332209587097168}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8608162999153137},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.763210654258728},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.7357556819915771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5266276001930237},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5179730653762817},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5158683657646179},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5114051699638367},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.44156837463378906},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.424378901720047},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3785804808139801},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3332209587097168},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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":4,"locations":[{"id":"doi:10.1109/tcsvt.2018.2868262","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2018.2868262","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1804.04813","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.04813","pdf_url":"https://arxiv.org/pdf/1804.04813","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"raw_type":"text"},{"id":"mag:2796677919","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1804.04813","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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.1804.04813","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1804.04813","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1804.04813","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.04813","pdf_url":"https://arxiv.org/pdf/1804.04813","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2796677919.pdf","grobid_xml":"https://content.openalex.org/works/W2796677919.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1971155098","https://openalex.org/W1972859666","https://openalex.org/W1977725648","https://openalex.org/W1982471090","https://openalex.org/W1991110341","https://openalex.org/W2007829235","https://openalex.org/W2013131615","https://openalex.org/W2017336566","https://openalex.org/W2026139930","https://openalex.org/W2026906230","https://openalex.org/W2038911825","https://openalex.org/W2044338482","https://openalex.org/W2046119925","https://openalex.org/W2048042940","https://openalex.org/W2064793449","https://openalex.org/W2069737080","https://openalex.org/W2076136231","https://openalex.org/W2106517536","https://openalex.org/W2113945798","https://openalex.org/W2114173475","https://openalex.org/W2116079555","https://openalex.org/W2117535912","https://openalex.org/W2117804578","https://openalex.org/W2120838001","https://openalex.org/W2121809595","https://openalex.org/W2125654704","https://openalex.org/W2128061775","https://openalex.org/W2132549992","https://openalex.org/W2133665775","https://openalex.org/W2142731874","https://openalex.org/W2146611287","https://openalex.org/W2147268297","https://openalex.org/W2153582625","https://openalex.org/W2157490214","https://openalex.org/W2165222134","https://openalex.org/W2165277686","https://openalex.org/W2167034998","https://openalex.org/W2167917621","https://openalex.org/W2171349048","https://openalex.org/W2194363988","https://openalex.org/W2205039763","https://openalex.org/W2241147999","https://openalex.org/W2296206503","https://openalex.org/W2314091824","https://openalex.org/W2368744241","https://openalex.org/W2438352614","https://openalex.org/W2520315817","https://openalex.org/W2524326037","https://openalex.org/W2575940230","https://openalex.org/W2735448770","https://openalex.org/W2736492128","https://openalex.org/W2775727546","https://openalex.org/W2793889002","https://openalex.org/W6677760137","https://openalex.org/W6679271217","https://openalex.org/W6738991188"],"related_works":["https://openalex.org/W2962889067","https://openalex.org/W2907342958","https://openalex.org/W1584001203","https://openalex.org/W3209858843","https://openalex.org/W3095289378","https://openalex.org/W3080249649","https://openalex.org/W2947986857","https://openalex.org/W2950966753","https://openalex.org/W3207340843","https://openalex.org/W2964931564","https://openalex.org/W3021892279","https://openalex.org/W3082025411","https://openalex.org/W3157480928","https://openalex.org/W2811232038","https://openalex.org/W2964347855","https://openalex.org/W3172249638","https://openalex.org/W2749658623","https://openalex.org/W2885984745","https://openalex.org/W2909180444","https://openalex.org/W3016155278"],"abstract_inverted_index":{"The":[0,106],"recently":[1],"developed":[2],"video":[3,17,37,73,104],"multi-method":[4],"assessment":[5],"fusion":[6],"(VMAF)":[7],"framework":[8],"integrates":[9],"multiple":[10,65,103],"quality-aware":[11],"features":[12,59],"to":[13,34,45,79],"accurately":[14],"predict":[15],"the":[16,20,35,46,95,99,117],"quality.":[18],"However,":[19],"VMAF":[21,47,51],"does":[22],"not":[23],"yet":[24],"exploit":[25],"important":[26],"principles":[27],"of":[28,116],"temporal":[29],"perception":[30],"that":[31,60,94],"are":[32,61],"relevant":[33],"perceptual":[36],"distortion":[38],"measurement.":[39],"Here,":[40],"we":[41,76,92],"propose":[42],"two":[43],"improvements":[44],"framework,":[48],"called":[49],"spatiotemporal":[50],"and":[52],"ensemble":[53],"VMAF,":[54],"which":[55,75],"leverage":[56],"perceptually-motivated":[57],"space-time":[58],"efficiently":[62],"calculated":[63],"at":[64],"scales.":[66],"We":[67],"also":[68],"conducted":[69],"a":[70,114],"large":[71],"subjective":[72],"study,":[74],"have":[77],"found":[78,93],"be":[80,110],"an":[81],"excellent":[82],"resource":[83],"for":[84],"training":[85],"our":[86],"feature-based":[87],"approaches.":[88],"In":[89],"rigorous":[90],"experiments,":[91],"proposed":[96],"algorithms":[97,108],"demonstrate":[98],"state-of-the-art":[100],"performance":[101],"on":[102],"applications.":[105],"compared":[107],"will":[109],"made":[111],"available":[112],"as":[113],"part":[115],"open":[118],"source":[119],"package":[120],"in":[121],"https://github.com/Netflix/vmaf.":[122]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
