{"id":"https://openalex.org/W2537570757","doi":"https://doi.org/10.1109/iolts.2016.7604697","title":"Evaluation of machine learning algorithms for image quality assessment","display_name":"Evaluation of machine learning algorithms for image quality assessment","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2537570757","doi":"https://doi.org/10.1109/iolts.2016.7604697","mag":"2537570757"},"language":"en","primary_location":{"id":"doi:10.1109/iolts.2016.7604697","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iolts.2016.7604697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 22nd International Symposium on On-Line Testing and Robust System Design (IOLTS)","raw_type":"proceedings-article"},"type":"preprint","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/A5086059258","display_name":"Ghislain Takam Tchendjou","orcid":"https://orcid.org/0000-0001-5856-4659"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210087012","display_name":"Techniques of Informatics and Microelectronics for Integrated Systems Architecture","ror":"https://ror.org/000063q30","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210087012","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ghislain Takam Tchendjou","raw_affiliation_strings":["TIMA, F-38000, Grenoble, France CNRS, TIMA, Universit\u00e9 Grenoble Alpes, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"TIMA, F-38000, Grenoble, France CNRS, TIMA, Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210087012","https://openalex.org/I1294671590","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072979088","display_name":"Rshdee Alhakim","orcid":null},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210087012","display_name":"Techniques of Informatics and Microelectronics for Integrated Systems Architecture","ror":"https://ror.org/000063q30","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210087012","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rshdee Alhakim","raw_affiliation_strings":["TIMA, F-38000, Grenoble, France CNRS, TIMA, Universit\u00e9 Grenoble Alpes, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"TIMA, F-38000, Grenoble, France CNRS, TIMA, Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210087012","https://openalex.org/I1294671590","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041963235","display_name":"Emmanuel Simeu","orcid":"https://orcid.org/0000-0001-7649-3225"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210087012","display_name":"Techniques of Informatics and Microelectronics for Integrated Systems Architecture","ror":"https://ror.org/000063q30","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210087012","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Simeu","raw_affiliation_strings":["TIMA, F-38000, Grenoble, France CNRS, TIMA, Universit\u00e9 Grenoble Alpes, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"TIMA, F-38000, Grenoble, France CNRS, TIMA, Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210087012","https://openalex.org/I1294671590","https://openalex.org/I899635006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072406281","display_name":"Fritz Lebowsky","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104693","display_name":"STMicroelectronics (France)","ror":"https://ror.org/01c74sd89","country_code":"FR","type":"company","lineage":["https://openalex.org/I131827901","https://openalex.org/I4210104693"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fritz Lebowsky","raw_affiliation_strings":["STMicroelectronics Grenoble, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"STMicroelectronics Grenoble, Grenoble, France","institution_ids":["https://openalex.org/I4210104693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086059258"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210087012","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":0.6779,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77937555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"193","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9846000075340271,"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/T11666","display_name":"Color Science and Applications","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7093682289123535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7090147733688354},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6916771531105042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6845980882644653},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6260538101196289},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6251308917999268},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5745157599449158},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.49651843309402466},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4896705448627472},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.4599015712738037},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3697243332862854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3443140387535095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1670283079147339},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08845916390419006}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7093682289123535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7090147733688354},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6916771531105042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6845980882644653},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6260538101196289},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6251308917999268},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5745157599449158},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.49651843309402466},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4896705448627472},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.4599015712738037},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3697243332862854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3443140387535095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1670283079147339},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08845916390419006},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iolts.2016.7604697","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iolts.2016.7604697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 22nd International Symposium on On-Line Testing and Robust System Design (IOLTS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01524085v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01524085","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Symposium on On-Line Test and Robust System Design (IOLTS 2016), Jul 2016, Sant Feliu de Guixols, Spain. pp.193-194","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1998194519","https://openalex.org/W2006676204","https://openalex.org/W2121394656","https://openalex.org/W2309719673"],"related_works":["https://openalex.org/W4402452563","https://openalex.org/W2250488071","https://openalex.org/W2356150353","https://openalex.org/W2018643641","https://openalex.org/W2380744779","https://openalex.org/W2967867994","https://openalex.org/W2469878540","https://openalex.org/W1999647744","https://openalex.org/W2765337000","https://openalex.org/W2113454941"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3],"apply":[4],"different":[5],"machine":[6],"learning":[7],"(ML)":[8],"techniques":[9],"for":[10],"building":[11],"objective":[12],"models,":[13],"that":[14,69],"permit":[15],"to":[16],"automatically":[17],"assess":[18],"the":[19,49,52,74],"image":[20],"quality":[21],"in":[22],"agreement":[23],"with":[24],"human":[25],"visual":[26],"perception.":[27],"The":[28,65],"six":[29],"ML":[30],"methods":[31],"proposed":[32],"are":[33,57],"discriminant":[34],"analysis,":[35],"k-nearest":[36],"neighbors,":[37],"artificial":[38],"neural":[39],"network,":[40],"non-linear":[41],"regression,":[42],"decision":[43],"tree":[44],"and":[45,51],"fuzzy":[46,70],"logic.":[47],"Both":[48],"stability":[50],"robustness":[53],"of":[54],"designed":[55],"models":[56],"evaluated":[58],"by":[59],"using":[60],"Monte-Carlo":[61],"cross-validation":[62],"approach":[63],"(MCCV).":[64],"simulation":[66],"results":[67],"demonstrate":[68],"logic":[71],"model":[72],"provides":[73],"best":[75],"prediction":[76],"accuracy.":[77]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}