{"id":"https://openalex.org/W2008526642","doi":"https://doi.org/10.1109/tip.2014.2316379","title":"A Locally Adaptive System for the Fusion of Objective Quality Measures","display_name":"A Locally Adaptive System for the Fusion of Objective Quality Measures","publication_year":2014,"publication_date":"2014-04-10","ids":{"openalex":"https://openalex.org/W2008526642","doi":"https://doi.org/10.1109/tip.2014.2316379","mag":"2008526642","pmid":"https://pubmed.ncbi.nlm.nih.gov/24733011"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2014.2316379","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tip.2014.2316379","pdf_url":"https://ieeexplore.ieee.org/ielx7/83/6807541/06786302.pdf","source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/83/6807541/06786302.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007627341","display_name":"Adriaan Barri","orcid":null},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]},{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE","NL"],"is_corresponding":true,"raw_author_name":"Adriaan Barri","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054878147","display_name":"Ann Dooms","orcid":"https://orcid.org/0000-0002-2962-9393"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]},{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Ann Dooms","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059882142","display_name":"Bart Jansen","orcid":"https://orcid.org/0000-0001-8042-6834"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Bart Jansen","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034083500","display_name":"Peter Schelkens","orcid":"https://orcid.org/0000-0003-0908-1655"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]},{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Peter Schelkens","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I865915315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007627341"],"corresponding_institution_ids":["https://openalex.org/I13469542","https://openalex.org/I865915315"],"apc_list":null,"apc_paid":null,"fwci":3.4588,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.94097163,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"6","first_page":"2446","last_page":"2458"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9955999851226807,"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":0.7542857527732849},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.7046791911125183},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6667082905769348},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6567145586013794},{"id":"https://openalex.org/keywords/human-visual-system-model","display_name":"Human visual system model","score":0.49770477414131165},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.371021568775177},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08469361066818237}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7542857527732849},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.7046791911125183},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6667082905769348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567145586013794},{"id":"https://openalex.org/C160086991","wikidata":"https://www.wikidata.org/wiki/Q5939193","display_name":"Human visual system model","level":3,"score":0.49770477414131165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.371021568775177},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08469361066818237},{"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":3,"locations":[{"id":"doi:10.1109/tip.2014.2316379","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tip.2014.2316379","pdf_url":"https://ieeexplore.ieee.org/ielx7/83/6807541/06786302.pdf","source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:24733011","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24733011","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:87981","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/a-locally-adaptive-system-for-the-fusion-of-objective-quality-measures(21a65a5e-9c03-4123-88a8-4d4714458014).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"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":"article"}],"best_oa_location":{"id":"doi:10.1109/tip.2014.2316379","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tip.2014.2316379","pdf_url":"https://ieeexplore.ieee.org/ielx7/83/6807541/06786302.pdf","source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322634","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2008526642.pdf","grobid_xml":"https://content.openalex.org/works/W2008526642.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1545234847","https://openalex.org/W1554944419","https://openalex.org/W1973018313","https://openalex.org/W1973175507","https://openalex.org/W1973207880","https://openalex.org/W2004871019","https://openalex.org/W2017175959","https://openalex.org/W2019396770","https://openalex.org/W2026139930","https://openalex.org/W2028431789","https://openalex.org/W2035196103","https://openalex.org/W2054165349","https://openalex.org/W2078995008","https://openalex.org/W2088668249","https://openalex.org/W2107476778","https://openalex.org/W2108364340","https://openalex.org/W2113264056","https://openalex.org/W2121809595","https://openalex.org/W2125312659","https://openalex.org/W2125654704","https://openalex.org/W2129644086","https://openalex.org/W2133665775","https://openalex.org/W2137554456","https://openalex.org/W2140094223","https://openalex.org/W2143901157","https://openalex.org/W2146611287","https://openalex.org/W2147299889","https://openalex.org/W2149723649","https://openalex.org/W2154729342","https://openalex.org/W2159269332","https://openalex.org/W2159311532","https://openalex.org/W2159976914","https://openalex.org/W2161907179","https://openalex.org/W2162692770","https://openalex.org/W2164276496","https://openalex.org/W2164287382","https://openalex.org/W2171033594","https://openalex.org/W2171349048","https://openalex.org/W2324971623","https://openalex.org/W2736274712","https://openalex.org/W3130023428","https://openalex.org/W3145814904","https://openalex.org/W3182211633","https://openalex.org/W4212985932","https://openalex.org/W4240238560","https://openalex.org/W4301014524","https://openalex.org/W6651619651","https://openalex.org/W6654575633","https://openalex.org/W6657734872","https://openalex.org/W6676199892","https://openalex.org/W6680830238","https://openalex.org/W6681810819","https://openalex.org/W6790549669"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Objective":[0],"measures":[1,30,78,158],"to":[2,32,53,94,106],"automatically":[3],"predict":[4],"the":[5,14,36,39,86,100,126,134,149,156],"perceptual":[6],"quality":[7,21,25,29,69,77,103,108,123],"of":[8,19,38],"images":[9],"or":[10,82],"videos":[11],"can":[12,59,160],"reduce":[13],"time":[15],"and":[16,72,96,137,159],"cost":[17],"requirements":[18],"end-to-end":[20],"monitoring.":[22],"For":[23],"reliable":[24],"predictions,":[26],"these":[27],"objective":[28,76,102,122],"need":[31],"respond":[33],"consistently":[34],"with":[35,141,155],"behavior":[37],"human":[40],"visual":[41],"system":[42,120,136,151],"(HVS).":[43],"In":[44],"practice,":[45],"many":[46],"important":[47],"HVS":[48],"mechanisms":[49],"are":[50,91],"too":[51],"complex":[52],"be":[54,60],"modeled":[55],"directly.":[56],"Instead,":[57],"they":[58],"mimicked":[61],"by":[62],"machine":[63,88,118,143],"learning":[64,89,119],"systems,":[65],"trained":[66],"on":[67,74],"subjective":[68],"assessment":[70],"databases,":[71],"applied":[73],"predefined":[75],"for":[79,121],"specific":[80],"content":[81],"distortion":[83],"classes.":[84],"On":[85],"downside,":[87],"systems":[90],"often":[92],"difficult":[93],"interpret":[95],"may":[97],"even":[98],"contradict":[99],"input":[101,157],"measures,":[104],"leading":[105],"unreliable":[107],"predictions.":[109],"To":[110],"address":[111],"this":[112],"problem,":[113],"we":[114],"developed":[115],"an":[116],"interpretable":[117],"assessment,":[124],"namely":[125],"locally":[127],"adaptive":[128],"fusion":[129],"(LAF).":[130],"This":[131],"paper":[132],"describes":[133],"LAF":[135,150],"compares":[138],"its":[139],"performance":[140],"traditional":[142],"learning.":[144],"As":[145],"it":[146],"turns":[147],"out,":[148],"is":[152],"more":[153],"consistent":[154],"better":[161],"handle":[162],"heteroscedastic":[163],"training":[164],"data.":[165]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
