{"id":"https://openalex.org/W4386322441","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10227069","title":"Image Inpainting with Self-Supervised Learning for Mura Detection System","display_name":"Image Inpainting with Self-Supervised Learning for Mura Detection System","publication_year":2023,"publication_date":"2023-07-17","ids":{"openalex":"https://openalex.org/W4386322441","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10227069"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan58799.2023.10227069","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan58799.2023.10227069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5102550995","display_name":"Tzu-Min Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Tzu-Min Chang","raw_affiliation_strings":["Yuan Ze University,Department of Computer Science and Engineering,Taoyuan,Taiwan","Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Department of Computer Science and Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043393089","display_name":"Hao-Yuan Chen","orcid":"https://orcid.org/0009-0003-3006-9156"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hao-Yuan Chen","raw_affiliation_strings":["Yuan Ze University,Department of Computer Science and Engineering,Taoyuan,Taiwan","Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Department of Computer Science and Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101589795","display_name":"Chia\u2010Yu Lin","orcid":"https://orcid.org/0000-0002-5106-7286"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Yu Lin","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan","Department of Computer Science and Information Engineering, National Central University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Central University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I22265921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102550995"],"corresponding_institution_ids":["https://openalex.org/I99908691"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10099015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"339","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9886999726295471,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9886999726295471,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9819999933242798,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/mura","display_name":"Mura","score":0.9531090259552002},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.8568320870399475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6963889598846436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6909679174423218},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5692588090896606},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4681827127933502},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4420566260814667}],"concepts":[{"id":"https://openalex.org/C2776147852","wikidata":"https://www.wikidata.org/wiki/Q6937160","display_name":"Mura","level":3,"score":0.9531090259552002},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.8568320870399475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6963889598846436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6909679174423218},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5692588090896606},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4681827127933502},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4420566260814667},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C128019096","wikidata":"https://www.wikidata.org/wiki/Q83341","display_name":"Liquid-crystal display","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan58799.2023.10227069","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan58799.2023.10227069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323229","display_name":"National Central University","ror":"https://ror.org/00944ve71"},{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2911672077","https://openalex.org/W2963231084","https://openalex.org/W2963270367","https://openalex.org/W2978971541","https://openalex.org/W3134652006","https://openalex.org/W3152155592","https://openalex.org/W3199003182","https://openalex.org/W4285293775","https://openalex.org/W6791742336"],"related_works":["https://openalex.org/W2017457812","https://openalex.org/W3178025616","https://openalex.org/W2060947339","https://openalex.org/W2131831293","https://openalex.org/W2946160871","https://openalex.org/W3035059915","https://openalex.org/W1995073329","https://openalex.org/W425542480","https://openalex.org/W49967185","https://openalex.org/W2107727507"],"abstract_inverted_index":{"Mura":[0,24,42,45,63,71,82,101],"is":[1,65],"usually":[2],"caused":[3],"by":[4],"inhomogeneity":[5],"and":[6,25,43,62,64,72,94,102],"material":[7],"defects":[8],"in":[9,67],"the":[10,15,32,35,50,54,110],"manufacturing":[11],"process.":[12],"According":[13],"to":[14,30,38,49,98],"JND":[16],"value,":[17],"it":[18],"can":[19,117],"be":[20],"divided":[21],"into":[22],"light":[23,41,70,100],"serious":[26,44,73,103],"Mura.":[27,74,104],"In":[28],"order":[29],"optimize":[31],"repair":[33,51],"process,":[34],"factory":[36],"hopes":[37],"distinguish":[39,99],"between":[40,60,69],"before":[46],"sending":[47],"them":[48],"site.":[52],"However,":[53],"traditional":[55],"AI":[56],"model":[57,89],"only":[58],"distinguishes":[59],"normal":[61],"ineffective":[66],"distinguishing":[68],"To":[75],"address":[76],"this":[77],"issue,":[78],"we":[79],"propose":[80],"a":[81,91],"Detection":[83],"System":[84],"using":[85],"an":[86,95],"image":[87],"inpainting":[88],"with":[90],"self-supervised":[92],"technique":[93],"attention":[96],"module":[97],"The":[105],"experiment":[106],"results":[107],"show":[108],"that":[109],"proposed":[111],"method\u2019s":[112],"Area":[113],"Under":[114],"Curve":[115],"(AUC)":[116],"reach":[118],"0.854.":[119]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}