{"id":"https://openalex.org/W2005164446","doi":"https://doi.org/10.1007/s00138-011-0403-3","title":"A fast regularity measure for surface defect detection","display_name":"A fast regularity measure for surface defect detection","publication_year":2012,"publication_date":"2012-01-03","ids":{"openalex":"https://openalex.org/W2005164446","doi":"https://doi.org/10.1007/s00138-011-0403-3","mag":"2005164446"},"language":"en","primary_location":{"id":"doi:10.1007/s00138-011-0403-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-011-0403-3","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-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/A5033678008","display_name":"Du\u2010Ming Tsai","orcid":"https://orcid.org/0000-0001-8783-7994"},"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":"Du-Ming Tsai","raw_affiliation_strings":["Department of Industrial Engineering and Management, Yuan-Ze University, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China","Yuan-Ze University, Department of Industrial Engineering and Management, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan-Ze University, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Yuan-Ze University, Department of Industrial Engineering and Management, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China#TAB#","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047420062","display_name":"Ming\u2010Chun Chen","orcid":"https://orcid.org/0000-0003-0910-1185"},"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":"Ming-Chun Chen","raw_affiliation_strings":["Department of Industrial Engineering and Management, Yuan-Ze University, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China","Yuan-Ze University, Department of Industrial Engineering and Management, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan-Ze University, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Yuan-Ze University, Department of Industrial Engineering and Management, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China#TAB#","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016171918","display_name":"Weichen Li","orcid":"https://orcid.org/0000-0002-3164-6088"},"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":"Wei-Chen Li","raw_affiliation_strings":["Department of Industrial Engineering and Management, Yuan-Ze University, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China","Yuan-Ze University, Department of Industrial Engineering and Management, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan-Ze University, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Yuan-Ze University, Department of Industrial Engineering and Management, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China#TAB#","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101888820","display_name":"Wei\u2010Yao Chiu","orcid":"https://orcid.org/0000-0001-9046-4690"},"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":"Wei-Yao Chiu","raw_affiliation_strings":["Department of Industrial Engineering and Management, Yuan-Ze University, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China","Yuan-Ze University, Department of Industrial Engineering and Management, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan-Ze University, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Yuan-Ze University, Department of Industrial Engineering and Management, 135 Yuan-Tung Road, Nei-Li, Tao-Yuan, Taiwan, Republic of China#TAB#","institution_ids":["https://openalex.org/I99908691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033678008"],"corresponding_institution_ids":["https://openalex.org/I99908691"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":7.6125,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.96642791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"5","first_page":"869","last_page":"886"},"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":0.9929999709129333,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/pixel","display_name":"Pixel","score":0.7099580764770508},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.7016182541847229},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6887152194976807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5921602249145508},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.5337916612625122},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.4801620841026306},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4511779546737671},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.45010751485824585},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4487164318561554},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4262348413467407},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4156584143638611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39751672744750977},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3648253083229065},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34831321239471436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29900962114334106},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1371435523033142},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08274722099304199}],"concepts":[{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7099580764770508},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.7016182541847229},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6887152194976807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5921602249145508},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.5337916612625122},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.4801620841026306},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4511779546737671},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.45010751485824585},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4487164318561554},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4262348413467407},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4156584143638611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39751672744750977},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3648253083229065},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34831321239471436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29900962114334106},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1371435523033142},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08274722099304199},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"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},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00138-011-0403-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-011-0403-3","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5199999809265137},{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W91960612","https://openalex.org/W1603708808","https://openalex.org/W1687052005","https://openalex.org/W1940257862","https://openalex.org/W1965810379","https://openalex.org/W1970476456","https://openalex.org/W1971227160","https://openalex.org/W1982371007","https://openalex.org/W1985563622","https://openalex.org/W1991141435","https://openalex.org/W1992117926","https://openalex.org/W1996142782","https://openalex.org/W2003688532","https://openalex.org/W2004313226","https://openalex.org/W2005219590","https://openalex.org/W2005961091","https://openalex.org/W2006396452","https://openalex.org/W2007854896","https://openalex.org/W2011064517","https://openalex.org/W2011406694","https://openalex.org/W2017512208","https://openalex.org/W2026445526","https://openalex.org/W2027466960","https://openalex.org/W2044465660","https://openalex.org/W2054831422","https://openalex.org/W2059680383","https://openalex.org/W2062890035","https://openalex.org/W2063565022","https://openalex.org/W2068176870","https://openalex.org/W2068488676","https://openalex.org/W2079503924","https://openalex.org/W2086371075","https://openalex.org/W2093064884","https://openalex.org/W2097661674","https://openalex.org/W2097946161","https://openalex.org/W2098684142","https://openalex.org/W2100690466","https://openalex.org/W2105013189","https://openalex.org/W2113101204","https://openalex.org/W2113543997","https://openalex.org/W2132984323","https://openalex.org/W2133722012","https://openalex.org/W2136127238","https://openalex.org/W2137048067","https://openalex.org/W2138205176","https://openalex.org/W2141188346","https://openalex.org/W2143425433","https://openalex.org/W2145625942","https://openalex.org/W2158010171","https://openalex.org/W2158227795","https://openalex.org/W2163233725","https://openalex.org/W2164598857","https://openalex.org/W2169029660","https://openalex.org/W2187974668","https://openalex.org/W2545941211","https://openalex.org/W3147469217","https://openalex.org/W4253999777","https://openalex.org/W4255391993"],"related_works":["https://openalex.org/W2390901981","https://openalex.org/W4230691760","https://openalex.org/W2393847170","https://openalex.org/W85049056","https://openalex.org/W2109115373","https://openalex.org/W577521963","https://openalex.org/W1489099099","https://openalex.org/W2886934452","https://openalex.org/W2024369332","https://openalex.org/W1974955043"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
