{"id":"https://openalex.org/W2969723838","doi":"https://doi.org/10.1109/siu.2019.8806412","title":"Pixel Defect Detection in LCD TV Images using Adaptive Thresholding","display_name":"Pixel Defect Detection in LCD TV Images using Adaptive Thresholding","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2969723838","doi":"https://doi.org/10.1109/siu.2019.8806412","mag":"2969723838"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2019.8806412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2019.8806412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-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/A5026811150","display_name":"Ayd\u0131n S\u00fcmer","orcid":"https://orcid.org/0000-0001-6326-8520"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Aydin Sumer","raw_affiliation_strings":["Kocaeli Universitesi, Kocaeli, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kocaeli Universitesi, Kocaeli, TR","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026536810","display_name":"Asl\u0131 Sis \u00c7elik","orcid":"https://orcid.org/0000-0002-3597-7167"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Asli Celik","raw_affiliation_strings":["Kocaeli Universitesi, Kocaeli, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kocaeli Universitesi, Kocaeli, TR","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020553643","display_name":"Ayhan K\u00fc\u00e7\u00fckman\u0456\u015fa","orcid":"https://orcid.org/0000-0002-1886-1250"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ayhan Kucukmanisa","raw_affiliation_strings":["Kocaeli Universitesi, Kocaeli, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kocaeli Universitesi, Kocaeli, TR","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039720236","display_name":"An\u0131l \u00c7elebi","orcid":"https://orcid.org/0000-0002-0921-3040"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Aysun Taiyapi Celebi","raw_affiliation_strings":["Kocaeli Universitesi, Kocaeli, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kocaeli Universitesi, Kocaeli, TR","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086588942","display_name":"O\u011fuzhan Urhan","orcid":"https://orcid.org/0000-0002-0352-1560"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Oguzhan Urhan","raw_affiliation_strings":["Kocaeli Universitesi, Kocaeli, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kocaeli Universitesi, Kocaeli, TR","institution_ids":["https://openalex.org/I51826884"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51826884"],"apc_list":null,"apc_paid":null,"fwci":0.6398,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75857769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":1.0,"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":1.0,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9968000054359436,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9944000244140625,"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/thresholding","display_name":"Thresholding","score":0.9162219762802124},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.8496630191802979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7308892011642456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7298310995101929},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6348451375961304},{"id":"https://openalex.org/keywords/liquid-crystal-display","display_name":"Liquid-crystal display","score":0.6120229959487915},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4592556357383728},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34662723541259766},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3216840922832489}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.9162219762802124},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.8496630191802979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7308892011642456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7298310995101929},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6348451375961304},{"id":"https://openalex.org/C128019096","wikidata":"https://www.wikidata.org/wiki/Q83341","display_name":"Liquid-crystal display","level":2,"score":0.6120229959487915},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4592556357383728},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34662723541259766},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3216840922832489},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2019.8806412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2019.8806412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:47ccf5ae-1a42-4964-a3a2-1ef3dcfd22f3","is_oa":false,"landing_page_url":"https://avesis.kocaeli.edu.tr/publication/details/47ccf5ae-1a42-4964-a3a2-1ef3dcfd22f3/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055291","display_name":"Kocaeli \u00dcniversitesi - AVES\u0130S","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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2039970331","https://openalex.org/W2358204396","https://openalex.org/W2532812313","https://openalex.org/W2547558940","https://openalex.org/W2568595749","https://openalex.org/W2909846380"],"related_works":["https://openalex.org/W2953058328","https://openalex.org/W1542224353","https://openalex.org/W2952127465","https://openalex.org/W2614621130","https://openalex.org/W4289655544","https://openalex.org/W2044092692","https://openalex.org/W2547665164","https://openalex.org/W2028276520","https://openalex.org/W2164628286","https://openalex.org/W3103111272"],"abstract_inverted_index":{"Nowadays,":[0],"there":[1,16],"is":[2,42,47],"a":[3,72],"trend":[4],"towards":[5],"higher":[6],"physical":[7],"size":[8],"and":[9,89],"resolution":[10],"in":[11,25,77],"LCD":[12],"TV":[13],"production.":[14],"However,":[15],"are":[17],"still":[18],"undesired":[19],"situations":[20],"such":[21],"as":[22],"pixel":[23,38],"defects":[24],"spite":[26],"of":[27],"developing":[28],"manufacturing":[29],"technologies.":[30],"In":[31],"this":[32],"study,":[33],"an":[34,58],"adaptive":[35],"thresholding":[36],"based":[37,75],"defect":[39],"detection":[40,67,90],"method":[41,76,82],"proposed.":[43],"The":[44],"system,":[45],"which":[46],"evaluated":[48],"by":[49],"the":[50,78,80],"F1-score":[51],"criterion,":[52],"shows":[53],"that":[54],"it":[55],"can":[56],"be":[57],"alternative":[59],"to":[60],"human":[61],"controlled":[62],"approaches":[63],"with":[64,71,85],"its":[65,86],"high":[66],"performance.":[68,91],"When":[69],"compared":[70],"machine":[73],"learning":[74],"literature,":[79],"proposed":[81],"stands":[83],"out":[84],"working":[87],"time":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
