{"id":"https://openalex.org/W2021434061","doi":"https://doi.org/10.1155/2010/608138","title":"Video Quality Prediction Models Based on Video Content Dynamics for H.264 Video over UMTS Networks","display_name":"Video Quality Prediction Models Based on Video Content Dynamics for H.264 Video over UMTS Networks","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2021434061","doi":"https://doi.org/10.1155/2010/608138","mag":"2021434061"},"language":"en","primary_location":{"id":"doi:10.1155/2010/608138","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2010/608138","pdf_url":"https://downloads.hindawi.com/journals/ijdmb/2010/608138.pdf","source":{"id":"https://openalex.org/S175833906","display_name":"International Journal of Digital Multimedia Broadcasting","issn_l":"1687-7578","issn":["1687-7578","1687-7586"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Multimedia Broadcasting","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/ijdmb/2010/608138.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070030283","display_name":"Asiya Khan","orcid":"https://orcid.org/0000-0003-3620-3048"},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Asiya Khan","raw_affiliation_strings":["Centre for Signal Processing and Multimedia Communication, School of Computing, Communications and Electronics, University of Plymouth, Plymouth PL4 8AA, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Signal Processing and Multimedia Communication, School of Computing, Communications and Electronics, University of Plymouth, Plymouth PL4 8AA, UK","institution_ids":["https://openalex.org/I897542642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101483569","display_name":"Lingfen Sun","orcid":"https://orcid.org/0000-0002-9921-2817"},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lingfen Sun","raw_affiliation_strings":["Centre for Signal Processing and Multimedia Communication, School of Computing, Communications and Electronics, University of Plymouth, Plymouth PL4 8AA, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Signal Processing and Multimedia Communication, School of Computing, Communications and Electronics, University of Plymouth, Plymouth PL4 8AA, UK","institution_ids":["https://openalex.org/I897542642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081506921","display_name":"Emmanuel Ifeachor","orcid":"https://orcid.org/0000-0001-8362-6292"},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emmanuel Ifeachor","raw_affiliation_strings":["Centre for Signal Processing and Multimedia Communication, School of Computing, Communications and Electronics, University of Plymouth, Plymouth PL4 8AA, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Signal Processing and Multimedia Communication, School of Computing, Communications and Electronics, University of Plymouth, Plymouth PL4 8AA, UK","institution_ids":["https://openalex.org/I897542642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007433159","display_name":"Jos\u00e9 Oscar Fajardo","orcid":"https://orcid.org/0000-0003-1525-9114"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose-Oscar Fajardo","raw_affiliation_strings":["Department of Electronics and Telecommunications, University of the Basque Country (UPV/EHU), 48013 Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, University of the Basque Country (UPV/EHU), 48013 Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029875764","display_name":"Fidel Liberal","orcid":"https://orcid.org/0000-0002-9840-4294"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fidel Liberal","raw_affiliation_strings":["Department of Electronics and Telecommunications, University of the Basque Country (UPV/EHU), 48013 Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, University of the Basque Country (UPV/EHU), 48013 Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041393182","display_name":"Harilaos Koumaras","orcid":"https://orcid.org/0000-0003-0486-2700"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Harilaos Koumaras","raw_affiliation_strings":["Institute of Informatics and Telecommunications, NCSR Demokritos, 15310 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telecommunications, NCSR Demokritos, 15310 Athens, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070030283"],"corresponding_institution_ids":["https://openalex.org/I897542642"],"apc_list":{"value":925,"currency":"USD","value_usd":925},"apc_paid":{"value":925,"currency":"USD","value_usd":925},"fwci":3.5443,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.92424679,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2010","issue":null,"first_page":"1","last_page":"17"},"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":0.9900000095367432,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8821262121200562},{"id":"https://openalex.org/keywords/umts-frequency-bands","display_name":"UMTS frequency bands","score":0.7229277491569519},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6383633613586426},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.565638542175293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46852487325668335},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46595603227615356},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.45823055505752563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43973419070243835},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4221116900444031},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3376041650772095},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2715936303138733}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8821262121200562},{"id":"https://openalex.org/C101618186","wikidata":"https://www.wikidata.org/wiki/Q3633928","display_name":"UMTS frequency bands","level":2,"score":0.7229277491569519},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6383633613586426},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.565638542175293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46852487325668335},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46595603227615356},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.45823055505752563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43973419070243835},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4221116900444031},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3376041650772095},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2715936303138733},{"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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2010/608138","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2010/608138","pdf_url":"https://downloads.hindawi.com/journals/ijdmb/2010/608138.pdf","source":{"id":"https://openalex.org/S175833906","display_name":"International Journal of Digital Multimedia Broadcasting","issn_l":"1687-7578","issn":["1687-7578","1687-7586"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Multimedia Broadcasting","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.220.8885","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.220.8885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://aias.iit.demokritos.gr/%7Ekoumaras/608138.pdf","raw_type":"text"},{"id":"pmh:oai:addi.ehu.es:10810/2796","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/2796","pdf_url":null,"source":{"id":"https://openalex.org/S4306400469","display_name":"Communities in ADDI (Universidad del Pais Vasco)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131160","host_organization_name":"Material Physics Center","host_organization_lineage":["https://openalex.org/I4210131160"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:18c4b64632224f7ca408f5a3c73ec0f3","is_oa":true,"landing_page_url":"https://doaj.org/article/18c4b64632224f7ca408f5a3c73ec0f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Digital Multimedia Broadcasting, Vol 2010 (2010)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2010/608138","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2010/608138","pdf_url":"https://downloads.hindawi.com/journals/ijdmb/2010/608138.pdf","source":{"id":"https://openalex.org/S175833906","display_name":"International Journal of Digital Multimedia Broadcasting","issn_l":"1687-7578","issn":["1687-7578","1687-7586"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Multimedia Broadcasting","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2021434061.pdf","grobid_xml":"https://content.openalex.org/works/W2021434061.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W7618291","https://openalex.org/W1809034209","https://openalex.org/W1983151085","https://openalex.org/W1997917263","https://openalex.org/W2019207321","https://openalex.org/W2063142364","https://openalex.org/W2101613806","https://openalex.org/W2103138549","https://openalex.org/W2105418646","https://openalex.org/W2111936052","https://openalex.org/W2117057248","https://openalex.org/W2117481010","https://openalex.org/W2119388383","https://openalex.org/W2121809595","https://openalex.org/W2144745468","https://openalex.org/W2147267176","https://openalex.org/W2150613390","https://openalex.org/W2152152762","https://openalex.org/W2276774786","https://openalex.org/W2500675572","https://openalex.org/W2738382828","https://openalex.org/W4299983633"],"related_works":["https://openalex.org/W4300907449","https://openalex.org/W2111704751","https://openalex.org/W1544867665","https://openalex.org/W1960427911","https://openalex.org/W4244290040","https://openalex.org/W2113935291","https://openalex.org/W2495174314","https://openalex.org/W2102291976","https://openalex.org/W1975927678","https://openalex.org/W3002345526"],"abstract_inverted_index":{"The":[0,85,136,176],"aim":[1],"of":[2,16,46,79,87,97,131,152,183],"this":[3],"paper":[4,89],"is":[5,70,90],"to":[6,42,72,93,109,120],"present":[7],"video":[8,19,75,102,122,186,194],"quality":[9,76,103,123],"prediction":[10,15,168,187],"models":[11,112,138,146],"for":[12,20,104,193],"objective":[13,86],"non-intrusive,":[14],"H.264":[17,105],"encoded":[18,106],"all":[21],"content":[22],"types":[23],"combining":[24],"parameters":[25,99,157],"both":[26,173],"in":[27,77,180],"the":[28,44,74,80,88,95,129,145,174,181],"physical":[29,153],"and":[30,61,116,154,158,189],"application":[31,155],"layer":[32,156],"over":[33,124,195],"Universal":[34],"Mobile":[35],"Telecommunication":[36],"Systems":[37],"(UMTS)":[38],"networks.":[39,197],"In":[40],"order":[41],"characterize":[43],"Quality":[45],"Service":[47],"(QoS)":[48],"level,":[49],"a":[50,62,150,184],"learning":[51,111],"model":[52,64,188],"based":[53,65,113],"on":[54,66,100,114],"Adaptive":[55],"Neural":[56],"Fuzzy":[57],"Inference":[58],"System":[59],"(ANFIS)":[60],"second":[63],"non-linear":[67,117],"regression":[68,118],"analysis":[69,119],"proposed":[71],"predict":[73,121],"terms":[78],"Mean":[81],"Opinion":[82],"Score":[83],"(MOS).":[84],"two-fold.":[91],"First,":[92],"find":[94],"impact":[96,130],"QoS":[98,190],"end-to-end":[101],"video.":[107],"Second,":[108],"develop":[110],"ANFIS":[115],"UMTS":[125,196],"networks":[126],"by":[127],"considering":[128],"radio":[132],"link":[133],"loss":[134,137],"models.":[135,143,175],"considered":[139],"are":[140,147],"2-state":[141],"Markov":[142],"Both":[144],"trained":[148],"with":[149,160],"combination":[151],"validated":[159],"unseen":[161],"dataset.":[162],"Preliminary":[163],"results":[164],"show":[165],"that":[166],"good":[167],"accuracy":[169],"was":[170],"obtained":[171],"from":[172],"work":[177],"should":[178],"help":[179],"development":[182],"reference-free":[185],"control":[191],"methods":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}