{"id":"https://openalex.org/W2742452090","doi":"https://doi.org/10.1080/24751839.2017.1355717","title":"Design and evaluation of features and classifiers for OLED panel defect recognition in machine vision","display_name":"Design and evaluation of features and classifiers for OLED panel defect recognition in machine vision","publication_year":2017,"publication_date":"2017-08-02","ids":{"openalex":"https://openalex.org/W2742452090","doi":"https://doi.org/10.1080/24751839.2017.1355717","mag":"2742452090"},"language":"en","primary_location":{"id":"doi:10.1080/24751839.2017.1355717","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2017.1355717","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2017.1355717?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2017.1355717?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100695012","display_name":"Van Huan Nguyen","orcid":"https://orcid.org/0000-0001-9394-3371"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Van Huan Nguyen","raw_affiliation_strings":["Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027433720","display_name":"Van-Huy Pham","orcid":"https://orcid.org/0000-0001-9907-4066"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Van Huy Pham","raw_affiliation_strings":["Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112302818","display_name":"Xuenan Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163483","display_name":"Incheon Medical Center","ror":"https://ror.org/02vygm709","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210163483"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Xuenan Cui","raw_affiliation_strings":["VisionIn Inc., Incheon, Korea"],"affiliations":[{"raw_affiliation_string":"VisionIn Inc., Incheon, Korea","institution_ids":["https://openalex.org/I4210163483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059067078","display_name":"Mingjie Ma","orcid":"https://orcid.org/0000-0001-8304-5332"},"institutions":[{"id":"https://openalex.org/I4210163483","display_name":"Incheon Medical Center","ror":"https://ror.org/02vygm709","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210163483"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mingjie Ma","raw_affiliation_strings":["VisionIn Inc., Incheon, Korea"],"affiliations":[{"raw_affiliation_string":"VisionIn Inc., Incheon, Korea","institution_ids":["https://openalex.org/I4210163483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011602242","display_name":"Hakil Kim","orcid":"https://orcid.org/0000-0003-4232-3804"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hakil Kim","raw_affiliation_strings":["School of Information and Communication Engineering, INHA University, Incheon, Korea"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, INHA University, Incheon, Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100695012"],"corresponding_institution_ids":["https://openalex.org/I141445968"],"apc_list":{"value":925,"currency":"GBP","value_usd":1134},"apc_paid":{"value":925,"currency":"GBP","value_usd":1134},"fwci":0.9278,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.79273797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"1","issue":"4","first_page":"334","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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":0.9904000163078308,"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"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9868000149726868,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6996974349021912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6920410394668579},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6370707154273987},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.53926020860672},{"id":"https://openalex.org/keywords/oled","display_name":"OLED","score":0.5343441367149353},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5014727115631104},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48774319887161255},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.46907323598861694},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.42172136902809143},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.42151904106140137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4063136577606201},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12899810075759888},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07226690649986267}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6996974349021912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6920410394668579},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6370707154273987},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.53926020860672},{"id":"https://openalex.org/C150759737","wikidata":"https://www.wikidata.org/wiki/Q209593","display_name":"OLED","level":3,"score":0.5343441367149353},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5014727115631104},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48774319887161255},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.46907323598861694},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.42172136902809143},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.42151904106140137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4063136577606201},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12899810075759888},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07226690649986267},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"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:10.1080/24751839.2017.1355717","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2017.1355717","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2017.1355717?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/24751839.2017.1355717","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2017.1355717","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2017.1355717?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2742452090.pdf","grobid_xml":"https://content.openalex.org/works/W2742452090.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W92806167","https://openalex.org/W286535802","https://openalex.org/W1594031697","https://openalex.org/W1963717755","https://openalex.org/W1966874761","https://openalex.org/W1967347776","https://openalex.org/W1969003616","https://openalex.org/W1985258161","https://openalex.org/W1989476314","https://openalex.org/W2004695321","https://openalex.org/W2026823802","https://openalex.org/W2043376388","https://openalex.org/W2045403710","https://openalex.org/W2064550465","https://openalex.org/W2086844632","https://openalex.org/W2100643442","https://openalex.org/W2103312560","https://openalex.org/W2107285841","https://openalex.org/W2113336017","https://openalex.org/W2119821739","https://openalex.org/W2128302979","https://openalex.org/W2131760285","https://openalex.org/W2131981535","https://openalex.org/W2133486779","https://openalex.org/W2139212933","https://openalex.org/W2155261478","https://openalex.org/W2159498975","https://openalex.org/W2171261408","https://openalex.org/W2261051527","https://openalex.org/W2322707289","https://openalex.org/W2330820318","https://openalex.org/W2402628806","https://openalex.org/W2488141058","https://openalex.org/W3085162807","https://openalex.org/W3099514962","https://openalex.org/W3145074154","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W4224941037","https://openalex.org/W2955796858","https://openalex.org/W2004826645","https://openalex.org/W3135818052","https://openalex.org/W2389704471","https://openalex.org/W1517228774","https://openalex.org/W2767419625","https://openalex.org/W2117019857","https://openalex.org/W2018632273"],"abstract_inverted_index":{"With":[0],"the":[1,11,43,55,100,115,148,157,169,181,198],"rapid":[2],"growth":[3],"of":[4,14,57,108,117,132,159,176,184,195],"organic":[5],"light-emitting":[6],"diode":[7],"(OLED)":[8],"display":[9,139],"devices,":[10],"industrial":[12],"manufacturing":[13],"OLED":[15,138],"panels":[16],"is":[17,95,110,127],"currently":[18],"an":[19,58,174,191],"expanding":[20],"global":[21],"reality.":[22],"Regarding":[23],"quality":[24],"control,":[25],"automatic":[26],"defect":[27,35,64,119,122,161,186,189],"detection":[28,36],"and":[29,60,77,86,93,120,162,187,190],"classification":[30,45,65,183],"are":[31,84,150],"undoubtedly":[32],"indispensable.":[33],"Although":[34],"systems":[37,46],"have":[38,47],"been":[39],"widely":[40],"considered":[41],"in":[42,141,147],"literature,":[44],"not":[48],"received":[49],"appropriate":[50],"attention.":[51],"This":[52],"study":[53],"proposes":[54],"design":[56],"efficient":[59],"high-performance":[61],"system":[62,126,171],"for":[63,112,180,197],"by":[66],"combining":[67],"well-known":[68],"machine-learning":[69],"algorithms:":[70],"support":[71],"vector":[72],"machine,":[73],"random":[74],"forest":[75],"(RF),":[76],"k-nearest":[78],"neighbours.":[79],"To":[80],"begin,":[81],"possible":[82],"features":[83],"designed":[85],"feature":[87],"selection":[88],"using":[89],"principal":[90],"component":[91],"analysis":[92],"RF":[94],"investigated":[96],"to":[97,156,178],"automatically":[98],"select":[99],"most":[101],"effective":[102],"features.":[103],"Then,":[104],"a":[105,130],"hierarchical":[106],"structure":[107],"classifiers":[109],"proposed":[111,125,170],"efficiently":[113],"adjusting":[114],"rates":[116],"true":[118,160,185],"fake":[121,163,188],"classification.":[123],"The":[124,145,165],"evaluated":[128],"over":[129],"database":[131,149],"3502":[133],"images":[134],"captured":[135],"from":[136],"real":[137],"devices":[140],"different":[142],"illumination":[143],"conditions.":[144],"defects":[146],"divided":[151],"into":[152],"10":[153,199],"classes":[154],"corresponding":[155],"types":[158],"defect.":[164],"experiments":[166],"confirm":[167],"that":[168],"can":[172],"achieve":[173],"accuracy":[175],"up":[177],"94.0%":[179],"binary":[182],"overall":[192],"recognition":[193],"rate":[194],"86.3%":[196],"sub-classes.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}