{"id":"https://openalex.org/W4292968734","doi":"https://doi.org/10.1109/access.2022.3201340","title":"Incorporating Visual Defect Identification and Determination of Occurrence Side in Touch Panel Quality Inspection","display_name":"Incorporating Visual Defect Identification and Determination of Occurrence Side in Touch Panel Quality Inspection","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4292968734","doi":"https://doi.org/10.1109/access.2022.3201340"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3201340","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3201340","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09866061.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09866061.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066786147","display_name":"Hong-Dar Lin","orcid":"https://orcid.org/0000-0003-1875-8779"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hong-Dar Lin","raw_affiliation_strings":["Department of Industrial Engineering and Management, Chaoyang University of Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034051937","display_name":"Zi-Ting Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Zi-Ting Qiu","raw_affiliation_strings":["Department of Industrial Engineering and Management, Chaoyang University of Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012027842","display_name":"Chou-Hsien Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chou-Hsien Lin","raw_affiliation_strings":["Department of Civil, Architectural, and Environmental Engineering, The University of Texas at Austin, Austin, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil, Architectural, and Environmental Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066786147"],"corresponding_institution_ids":["https://openalex.org/I126145234"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4065,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67447135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"90213","last_page":"90228"},"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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9887999892234802,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6426751613616943},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5962554216384888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5842801928520203},{"id":"https://openalex.org/keywords/visual-inspection","display_name":"Visual inspection","score":0.5305137038230896},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5304692983627319},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48016849160194397},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4795908033847809},{"id":"https://openalex.org/keywords/front","display_name":"Front (military)","score":0.44563108682632446},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4271014928817749},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3510511815547943},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3471890389919281},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1615048348903656},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.117677241563797},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08992594480514526}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6426751613616943},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5962554216384888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5842801928520203},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.5305137038230896},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5304692983627319},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48016849160194397},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4795908033847809},{"id":"https://openalex.org/C2777551076","wikidata":"https://www.wikidata.org/wiki/Q842332","display_name":"Front (military)","level":2,"score":0.44563108682632446},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4271014928817749},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3510511815547943},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3471890389919281},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1615048348903656},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.117677241563797},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08992594480514526},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3201340","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3201340","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09866061.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0f719d931b7c4957a39fb4505129657f","is_oa":true,"landing_page_url":"https://doaj.org/article/0f719d931b7c4957a39fb4505129657f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 90213-90228 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3201340","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3201340","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09866061.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G2205640134","display_name":null,"funder_award_id":"MOST 109","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G3862518167","display_name":null,"funder_award_id":"MOST 109-","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G6977449144","display_name":null,"funder_award_id":"MOST 109-2221-E-324-014","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G8985157498","display_name":null,"funder_award_id":"MOST 109-2221","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292968734.pdf","grobid_xml":"https://content.openalex.org/works/W4292968734.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W796917722","https://openalex.org/W1930624869","https://openalex.org/W1976836781","https://openalex.org/W1996864561","https://openalex.org/W2007221293","https://openalex.org/W2023335485","https://openalex.org/W2034489756","https://openalex.org/W2066632361","https://openalex.org/W2077040487","https://openalex.org/W2078565593","https://openalex.org/W2079266110","https://openalex.org/W2088202114","https://openalex.org/W2133059825","https://openalex.org/W2261059368","https://openalex.org/W2470863206","https://openalex.org/W2536297875","https://openalex.org/W2794119880","https://openalex.org/W2795319996","https://openalex.org/W2797504381","https://openalex.org/W2802484706","https://openalex.org/W2808227291","https://openalex.org/W2870878140","https://openalex.org/W2883382717","https://openalex.org/W2895052212","https://openalex.org/W2898232272","https://openalex.org/W2904287468","https://openalex.org/W2912948787","https://openalex.org/W2940908842","https://openalex.org/W2941416737","https://openalex.org/W4235697216","https://openalex.org/W4384274183"],"related_works":["https://openalex.org/W2074777875","https://openalex.org/W4210368779","https://openalex.org/W4232652765","https://openalex.org/W2781569684","https://openalex.org/W1416210464","https://openalex.org/W1520404809","https://openalex.org/W2382549550","https://openalex.org/W2164612159","https://openalex.org/W2478098815","https://openalex.org/W4290692565"],"abstract_inverted_index":{"This":[0],"study":[1],"explores":[2],"a":[3,25],"visual":[4],"inspection":[5],"system":[6],"incorporating":[7],"defect":[8,15,73,119,165,186],"detection":[9,166],"and":[10,59,103,115,133,170,193],"the":[11,14,37,49,53,72,77,84,87,93,98,101,104,122,129,139,148,152,157,164,171,185,191,197],"judgment":[12,182],"of":[13,24,39,52,86,128,156,184,196],"occurrence":[16,187],"side":[17,81],"in":[18],"touch":[19,26,40,43,88,198],"panel":[20,27],"fabrication.":[21],"The":[22,179],"surface":[23],"is":[28,48,67,110,143,175,188],"transparent":[29,158],"glass":[30],"with":[31,62],"conductive":[32],"lines":[33],"inside":[34],"to":[35,69,82,96,112,117,145,177],"achieve":[36,118],"purpose":[38],"control.":[41],"When":[42],"panels":[44],"are":[45,56,60,131],"manufactured,":[46],"it":[47,66],"front":[50,78,153,192],"sides":[51,127,195],"products":[54],"that":[55,163],"primarily":[57],"processed":[58],"treated":[61],"stricter":[63],"standards.":[64],"Therefore,":[65],"important":[68],"correctly":[70],"distinguish":[71],"locations":[74],"occurring":[75],"on":[76,125,151,190],"or":[79,154],"back":[80,155,194],"ensure":[83],"quality":[85],"panels.":[89,199],"We":[90],"first":[91],"apply":[92],"Hilbert-Huang":[94],"transform":[95],"enhance":[97],"contrast":[99],"between":[100],"defects":[102,116,124,149],"background.":[105],"Second,":[106],"statistical":[107],"interval":[108],"estimation":[109],"used":[111],"segment":[113],"background":[114],"detection.":[120],"Third,":[121],"detected":[123],"both":[126],"substrates":[130],"combined":[132],"numbered":[134],"for":[135],"feature":[136],"extraction.":[137],"Fourth,":[138],"random":[140],"forest":[141],"model":[142],"applied":[144],"judge":[146],"where":[147],"occur":[150],"substrates.":[159],"Experimental":[160],"results":[161],"show":[162],"rate":[167,174,183],"achieves":[168],"85.75%,":[169],"false":[172],"alarm":[173],"lower":[176],"0.33%.":[178],"correct":[180],"location":[181],"98.62%":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}
