{"id":"https://openalex.org/W2901475725","doi":"https://doi.org/10.1109/tmm.2018.2882091","title":"Improved Performance Measures for Video Quality Assessment Algorithms Using Training and Validation Sets","display_name":"Improved Performance Measures for Video Quality Assessment Algorithms Using Training and Validation Sets","publication_year":2018,"publication_date":"2018-11-20","ids":{"openalex":"https://openalex.org/W2901475725","doi":"https://doi.org/10.1109/tmm.2018.2882091","mag":"2901475725"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2018.2882091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2882091","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5056110552","display_name":"Ahmed Aldahdooh","orcid":"https://orcid.org/0000-0002-7624-5253"},"institutions":[{"id":"https://openalex.org/I9796191","display_name":"University College of Applied Science","ror":"https://ror.org/00f72x493","country_code":"PS","type":"education","lineage":["https://openalex.org/I9796191"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Ahmed Aldahdooh","raw_affiliation_strings":["University College of Applied Sciences, Gaza, Palestine"],"raw_orcid":"https://orcid.org/0000-0002-7624-5253","affiliations":[{"raw_affiliation_string":"University College of Applied Sciences, Gaza, Palestine","institution_ids":["https://openalex.org/I9796191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052707121","display_name":"Enrico Masala","orcid":"https://orcid.org/0000-0001-8906-354X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Masala","raw_affiliation_strings":["Control and Computer Engineering Department, Politecnico di Torino, Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8906-354X","affiliations":[{"raw_affiliation_string":"Control and Computer Engineering Department, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068458712","display_name":"Olivier Janssens","orcid":"https://orcid.org/0000-0001-7367-0628"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Olivier Janssens","raw_affiliation_strings":["IDLab, Ghent University - imec, Ghent, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-7367-0628","affiliations":[{"raw_affiliation_string":"IDLab, Ghent University - imec, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048527990","display_name":"Glenn Van Wallendael","orcid":"https://orcid.org/0000-0001-9530-3466"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Glenn Van Wallendael","raw_affiliation_strings":["IDLab, Ghent University - imec, Ghent, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-9530-3466","affiliations":[{"raw_affiliation_string":"IDLab, Ghent University - imec, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006111389","display_name":"Marcus Barkowsky","orcid":"https://orcid.org/0000-0003-2739-3708"},"institutions":[{"id":"https://openalex.org/I83041830","display_name":"Deggendorf Institute of Technology","ror":"https://ror.org/02kw5st29","country_code":"DE","type":"education","lineage":["https://openalex.org/I83041830"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcus Barkowsky","raw_affiliation_strings":["Deggendorf Institute of Technology, University of Applied Sciences, Deggendorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deggendorf Institute of Technology, University of Applied Sciences, Deggendorf, Germany","institution_ids":["https://openalex.org/I83041830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004453915","display_name":"Patrick Le Callet","orcid":"https://orcid.org/0000-0002-2143-7063"},"institutions":[{"id":"https://openalex.org/I4210149833","display_name":"Universit\u00e9 Bretagne Loire","ror":"https://ror.org/04x1a4s97","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210149833"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Le Callet","raw_affiliation_strings":["L\u2019universit\u00e9 Bretagne Loire, Universit\u00e9 de Nantes, Nantes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L\u2019universit\u00e9 Bretagne Loire, Universit\u00e9 de Nantes, Nantes, France","institution_ids":["https://openalex.org/I4210149833","https://openalex.org/I97188460"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.848,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.79689812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"21","issue":"8","first_page":"2026","last_page":"2041"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9966999888420105,"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":0.9965999722480774,"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":0.8556557297706604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6512120962142944},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5367836356163025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5053520798683167},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.48132455348968506},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.4340433180332184},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4337036609649658},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43153083324432373}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8556557297706604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6512120962142944},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5367836356163025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5053520798683167},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.48132455348968506},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.4340433180332184},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4337036609649658},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43153083324432373},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tmm.2018.2882091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2882091","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01965552v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01965552","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Multimedia, 2018, pp.1-1. ⟨10.1109/tmm.2018.2882091⟩","raw_type":"Journal articles"},{"id":"pmh:oai:archive.ugent.be:8641407","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-8641407","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1941-0077","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G5997916591","display_name":null,"funder_award_id":"FP7-PEOPLE-2013-ITN","funder_id":"https://openalex.org/F4320338368","funder_display_name":"FP7 People: Marie-Curie Actions"},{"id":"https://openalex.org/G7868512380","display_name":null,"funder_award_id":"FP7-PEOPLE-2013","funder_id":"https://openalex.org/F4320338368","funder_display_name":"FP7 People: Marie-Curie Actions"}],"funders":[{"id":"https://openalex.org/F4320313985","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508"},{"id":"https://openalex.org/F4320338368","display_name":"FP7 People: Marie-Curie Actions","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1545192369","https://openalex.org/W1575053380","https://openalex.org/W1575230410","https://openalex.org/W1703724403","https://openalex.org/W1966059323","https://openalex.org/W1967654255","https://openalex.org/W1988649016","https://openalex.org/W2043311369","https://openalex.org/W2051164829","https://openalex.org/W2076618162","https://openalex.org/W2081064701","https://openalex.org/W2091845943","https://openalex.org/W2096163315","https://openalex.org/W2102166818","https://openalex.org/W2102509245","https://openalex.org/W2102817897","https://openalex.org/W2104283904","https://openalex.org/W2105143518","https://openalex.org/W2121840029","https://openalex.org/W2125654704","https://openalex.org/W2132549992","https://openalex.org/W2135726584","https://openalex.org/W2140952319","https://openalex.org/W2153635508","https://openalex.org/W2157099212","https://openalex.org/W2168383207","https://openalex.org/W2295598076","https://openalex.org/W2301604411","https://openalex.org/W2462476181","https://openalex.org/W2513903541","https://openalex.org/W2526774644","https://openalex.org/W2527992041","https://openalex.org/W2578975438","https://openalex.org/W2604504584","https://openalex.org/W2613644995","https://openalex.org/W2743390484","https://openalex.org/W2755815084","https://openalex.org/W2762670012","https://openalex.org/W2767136499","https://openalex.org/W2777280533","https://openalex.org/W3102476541"],"related_works":["https://openalex.org/W1495042958","https://openalex.org/W2494338568","https://openalex.org/W2122678784","https://openalex.org/W2282510344","https://openalex.org/W139987158","https://openalex.org/W2183994405","https://openalex.org/W1875646599","https://openalex.org/W1976807322","https://openalex.org/W2349023125","https://openalex.org/W2163502240"],"abstract_inverted_index":{"The":[0,123,138,174,248],"training":[1,78,120,150,236],"and":[2,22,36,63,93,151,167,237],"performance":[3,130,142,227],"analysis":[4],"of":[5,18,38,67,140,148,181,190,198,204,235,254],"objective":[6,79,183],"video":[7,210],"quality":[8,147,281],"assessment":[9,184,239,282],"algorithms":[10,35,133,185,240,283],"is":[11,71,109,126,144,154],"complex":[12],"due":[13],"to":[14,56,73,115,178,231],"the":[15,46,61,89,101,119,141,146,149,187,191,222,225,232,255,270],"huge":[16],"variety":[17],"possible":[19],"content":[20,62],"classes":[21],"transmission":[23],"distortions.":[24],"Several":[25],"secondary":[26],"issues":[27,159],"such":[28,58],"as":[29,261],"free":[30],"parameters":[31,95],"in":[32,118,196,251],"machine":[33],"learning":[34],"alignment":[37],"subjective":[39,219],"datasets":[40,153],"put":[41],"an":[42,207,262],"additional":[43,215],"burden":[44],"on":[45,129,241,269],"developer.":[47],"In":[48,100,221],"this":[49,201,252,273],"paper,":[50],"three":[51],"subsequent":[52],"steps":[53],"are":[54,165,172,176,229],"presented":[55],"address":[57],"issues.":[59],"First,":[60],"coding":[64,94],"parameter":[65],"space":[66],"a":[68,85,106,127],"large-scale":[69,192],"database":[70],"used":[72,260],"select":[74],"dedicated":[75],"subsets":[76,189],"for":[77,87,132,213,265],"algorithms.":[80],"This":[81],"aims":[82],"at":[83],"providing":[84],"method":[86,250],"selecting":[88],"most":[90],"significant":[91],"contents":[92],"from":[96,218],"all":[97],"imaginable":[98],"combinations.":[99],"practical":[102,199,233],"case":[103,234],"where":[104],"only":[105],"limited":[107,195],"set":[108],"available,":[110],"it":[111],"also":[112,258],"helps":[113],"us":[114],"avoid":[116],"redundancy":[117],"subset":[121],"selection.":[122],"second":[124],"step":[125],"discussion":[128],"measures":[131,143,164,175,228],"that":[134,145,160],"employ":[135],"machine-learning":[136],"methods.":[137],"particularity":[139],"verification":[152],"taken":[155],"into":[156],"consideration.":[157],"Common":[158],"often":[161],"use":[162],"existing":[163],"presented,":[166],"improved":[168],"or":[169],"complementary":[170],"methods":[171],"proposed.":[173],"applied":[177,230],"two":[179],"examples":[180],"no-reference":[182],"using":[186],"aforementioned":[188],"database.":[193],"While":[194],"terms":[197],"applications,":[200],"sandbox":[202],"approach":[203],"objectively":[205,208],"predicting":[206],"evaluated":[209],"sequences":[211],"allows":[212],"eliminating":[214],"influence":[216],"factors":[217],"studies.":[220],"third":[223],"step,":[224],"proposed":[226],"analyzing":[238],"readily":[242],"available":[243],"subjectively":[244],"annotated":[245],"image":[246],"datasets.":[247],"presentation":[249,274],"part":[253],"paper":[256],"can":[257],"be":[259,285],"exemplified":[263],"recommendation":[264],"reporting":[266],"in-depth":[267],"information":[268],"performance.":[271],"Using":[272],"method,":[275],"future":[276],"publications":[277],"presenting":[278],"newly":[279],"developed":[280],"may":[284],"significantly":[286],"improved.":[287]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}