{"id":"https://openalex.org/W2399034058","doi":"https://doi.org/10.1109/tbc.2016.2570022","title":"Perceptual Quality Driven Frame-Rate Selection (PQD-FRS) for High-Frame-Rate Video","display_name":"Perceptual Quality Driven Frame-Rate Selection (PQD-FRS) for High-Frame-Rate Video","publication_year":2016,"publication_date":"2016-05-25","ids":{"openalex":"https://openalex.org/W2399034058","doi":"https://doi.org/10.1109/tbc.2016.2570022","mag":"2399034058"},"language":"en","primary_location":{"id":"doi:10.1109/tbc.2016.2570022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbc.2016.2570022","pdf_url":null,"source":{"id":"https://openalex.org/S100142436","display_name":"IEEE Transactions on Broadcasting","issn_l":"0018-9316","issn":["0018-9316","1557-9611"],"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 Broadcasting","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/A5054800338","display_name":"Qin Huang","orcid":"https://orcid.org/0000-0002-3031-0208"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qin Huang","raw_affiliation_strings":["Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3031-0208","affiliations":[{"raw_affiliation_string":"Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101718441","display_name":"Seyoon Jeong","orcid":"https://orcid.org/0000-0002-1675-4814"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Se Yoon Jeong","raw_affiliation_strings":["Visual Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Visual Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077875105","display_name":"Shanglin Yang","orcid":"https://orcid.org/0000-0002-1591-0846"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shanglin Yang","raw_affiliation_strings":["Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034767999","display_name":"Dichen Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dichen Zhang","raw_affiliation_strings":["Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020283794","display_name":"Sudeng Hu","orcid":"https://orcid.org/0000-0001-5026-8249"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sudeng Hu","raw_affiliation_strings":["Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047351360","display_name":"Hui Yong Kim","orcid":"https://orcid.org/0000-0001-7308-133X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hui Yong Kim","raw_affiliation_strings":["Visual Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Visual Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038419756","display_name":"Jin Soo Choi","orcid":"https://orcid.org/0000-0003-4297-5327"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin Soo Choi","raw_affiliation_strings":["Realistic Broadcasting Media Research Group, Electronics and Telecommunications Research Institute, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Realistic Broadcasting Media Research Group, Electronics and Telecommunications Research Institute, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001082656","display_name":"C.\u2010C. Jay Kuo","orcid":"https://orcid.org/0000-0001-9474-5035"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C.-C. Jay Kuo","raw_affiliation_strings":["Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ming Hish Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6836,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.86200373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"62","issue":"3","first_page":"640","last_page":"653"},"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9939000010490417,"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"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9846000075340271,"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":0.7118751406669617},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.6545023322105408},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5768609046936035},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.5683215260505676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5556690692901611},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5167979001998901},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5163125395774841},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4814240634441376},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4772477149963379},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.46791937947273254},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4543664753437042},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44501838088035583},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4103161692619324},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16894316673278809},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14161601662635803},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13476213812828064},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12843778729438782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7118751406669617},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.6545023322105408},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5768609046936035},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.5683215260505676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5556690692901611},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5167979001998901},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5163125395774841},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4814240634441376},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4772477149963379},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.46791937947273254},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4543664753437042},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44501838088035583},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4103161692619324},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16894316673278809},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14161601662635803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13476213812828064},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12843778729438782},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbc.2016.2570022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbc.2016.2570022","pdf_url":null,"source":{"id":"https://openalex.org/S100142436","display_name":"IEEE Transactions on Broadcasting","issn_l":"0018-9316","issn":["0018-9316","1557-9611"],"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 Broadcasting","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4399999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320308668","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1487638022","https://openalex.org/W1497318357","https://openalex.org/W1533058625","https://openalex.org/W1942545037","https://openalex.org/W1965751919","https://openalex.org/W2006581904","https://openalex.org/W2007932953","https://openalex.org/W2014766799","https://openalex.org/W2026535994","https://openalex.org/W2027465502","https://openalex.org/W2029827322","https://openalex.org/W2035623690","https://openalex.org/W2062070868","https://openalex.org/W2077644677","https://openalex.org/W2100009327","https://openalex.org/W2107751788","https://openalex.org/W2117804578","https://openalex.org/W2121965682","https://openalex.org/W2135957164","https://openalex.org/W2137226992","https://openalex.org/W2139731826","https://openalex.org/W2146395539","https://openalex.org/W2155760123","https://openalex.org/W2168078737","https://openalex.org/W2169586400","https://openalex.org/W2172235820","https://openalex.org/W2340420516","https://openalex.org/W4229706427","https://openalex.org/W6680414605","https://openalex.org/W6680437723","https://openalex.org/W6680532697"],"related_works":["https://openalex.org/W52840052","https://openalex.org/W3162837891","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2502336004","https://openalex.org/W1741504538","https://openalex.org/W4308623176","https://openalex.org/W2019696434","https://openalex.org/W2358078963","https://openalex.org/W2023249001"],"abstract_inverted_index":{"Video":[0],"of":[1,17,58,72,115,119,137,145,194],"higher":[2,19],"frame":[3,35,44,182],"rates":[4],"(HFR)":[5],"reduces":[6],"the":[7,15,59,82,102,113,116,120,124,135,151,162,174],"visual":[8],"artifact":[9],"in":[10],"large":[11],"screen":[12],"display":[13],"at":[14],"cost":[16],"a":[18,31,42,47,69,77,93,108,146,168,180,192],"coding":[20],"bit":[21],"rate":[22,36,45,183],"(or":[23],"transmission":[24,54],"bandwidth).":[25],"In":[26],"this":[27],"work,":[28],"we":[29,106],"propose":[30],"perceptual":[32,188],"quality":[33,87,96,144,189],"driven":[34],"selection":[37],"(PQD-FRS)":[38],"method":[39,61],"that":[40,161,173],"assigns":[41],"time-varying":[43],"to":[46,51,63,80,99,184],"sequence":[48],"so":[49,169],"as":[50,101],"reduce":[52],"its":[53],"cost.":[55],"The":[56,130],"objective":[57],"PQD-FRS":[60,121,175],"is":[62,156],"offer":[64,167],"perceptually":[65],"indistinguishable":[66],"experience":[67],"for":[68,112,191],"certain":[70],"percentage":[71,136],"viewers.":[73,195],"We":[74],"first":[75],"conduct":[76],"subjective":[78],"test":[79],"characterize":[81],"relationship":[83],"between":[84],"human":[85],"perceived":[86],"and":[88,91,148],"video":[89,95,143,185],"contents,":[90],"build":[92],"frame-rate-dependent":[94],"assessment":[97],"dataset":[98],"serve":[100],"ground":[103],"truth.":[104],"Then,":[105],"use":[107],"machine":[109],"learning":[110],"approach":[111],"design":[114],"key":[117],"module":[118,133,165],"method,":[122],"called":[123],"\u201csatisfied":[125],"user":[126],"ratio":[127],"(SUR)":[128],"prediction.\u201d":[129],"SUR":[131,164],"prediction":[132,172],"predicts":[134],"satisfied":[138],"viewers,":[139],"who":[140],"cannot":[141],"differentiate":[142],"lower":[147],"HFR,":[149],"using":[150],"support":[152],"vector":[153],"regression.":[154],"It":[155],"confirmed":[157],"by":[158],"experimental":[159],"results":[160],"proposed":[163],"can":[166,177],"highly":[170],"accurate":[171],"system":[176],"dynamically":[178],"assign":[179],"proper":[181],"without":[186],"any":[187],"degradation":[190],"majority":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
