{"id":"https://openalex.org/W2948920307","doi":"https://doi.org/10.2352/issn.2470-1173.2019.10.iqsp-303","title":"Blockwise Based Detection of Local Defects","display_name":"Blockwise Based Detection of Local Defects","publication_year":2019,"publication_date":"2019-01-13","ids":{"openalex":"https://openalex.org/W2948920307","doi":"https://doi.org/10.2352/issn.2470-1173.2019.10.iqsp-303","mag":"2948920307"},"language":"en","primary_location":{"id":"doi:10.2352/issn.2470-1173.2019.10.iqsp-303","is_oa":true,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2019.10.iqsp-303","pdf_url":"https://library.imaging.org/ei/articles/31/10/art00006","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://library.imaging.org/ei/articles/31/10/art00006","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019024548","display_name":"Xiaoyu Xiang","orcid":"https://orcid.org/0000-0002-5999-9133"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaoyu Xiang","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044340769","display_name":"Renee Jessome","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Renee Jessome","raw_affiliation_strings":["HP Inc. Boise, ID 83714, USA"],"affiliations":[{"raw_affiliation_string":"HP Inc. Boise, ID 83714, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047492207","display_name":"Eric Maggard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eric Maggard","raw_affiliation_strings":["HP Inc. Boise, ID 83714, USA"],"affiliations":[{"raw_affiliation_string":"HP Inc. Boise, ID 83714, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112883599","display_name":"Yousun Bang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yousun Bang","raw_affiliation_strings":["HPPK (HP Printing Korea), Suwon City, Gyeonggi, 16677, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"HPPK (HP Printing Korea), Suwon City, Gyeonggi, 16677, Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018572841","display_name":"Minki Cho","orcid":"https://orcid.org/0000-0003-3745-122X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Minki Cho","raw_affiliation_strings":["HPPK (HP Printing Korea), Suwon City, Gyeonggi, 16677, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"HPPK (HP Printing Korea), Suwon City, Gyeonggi, 16677, Republic of Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043967979","display_name":"Jan P. Allebach","orcid":"https://orcid.org/0000-0001-5608-8249"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jan Allebach","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019024548"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.4413,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70353002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"31","issue":"10","first_page":"303","last_page":"1"},"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/T11666","display_name":"Color Science and Applications","score":0.9957000017166138,"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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.7745370864868164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7696536779403687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6358563899993896},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5810554027557373},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5483114123344421},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5464673042297363},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.5445882678031921},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.49041080474853516},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.46693557500839233},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4452138841152191},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41391828656196594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3872969448566437},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12514260411262512},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10275325179100037}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.7745370864868164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696536779403687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6358563899993896},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5810554027557373},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5483114123344421},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5464673042297363},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5445882678031921},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.49041080474853516},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.46693557500839233},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4452138841152191},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41391828656196594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3872969448566437},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12514260411262512},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10275325179100037},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2352/issn.2470-1173.2019.10.iqsp-303","is_oa":true,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2019.10.iqsp-303","pdf_url":"https://library.imaging.org/ei/articles/31/10/art00006","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1906.02374","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.02374","pdf_url":"https://arxiv.org/pdf/1906.02374","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"doi:10.48550/arxiv.1906.02374","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1906.02374","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.2352/issn.2470-1173.2019.10.iqsp-303","is_oa":true,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2019.10.iqsp-303","pdf_url":"https://library.imaging.org/ei/articles/31/10/art00006","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309036","display_name":"Purdue University","ror":"https://ror.org/02dqehb95"},{"id":"https://openalex.org/F4320315121","display_name":"Samsung Advanced Institute of Technology","ror":null},{"id":"https://openalex.org/F4320321365","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05"},{"id":"https://openalex.org/F4320321370","display_name":"Inha University","ror":"https://ror.org/01easw929"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948920307.pdf","grobid_xml":"https://content.openalex.org/works/W2948920307.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2021121074","https://openalex.org/W2027729692","https://openalex.org/W2040702169","https://openalex.org/W2054831422","https://openalex.org/W2064507643","https://openalex.org/W2077078305","https://openalex.org/W2087401004","https://openalex.org/W2133059825","https://openalex.org/W2331200807","https://openalex.org/W2584668341","https://openalex.org/W2898325922","https://openalex.org/W3099055803","https://openalex.org/W4237599935"],"related_works":["https://openalex.org/W2975891009","https://openalex.org/W2887605886","https://openalex.org/W3100655418","https://openalex.org/W2914522934","https://openalex.org/W3155321686","https://openalex.org/W2170957789","https://openalex.org/W2952189966","https://openalex.org/W2280357607","https://openalex.org/W3116836880","https://openalex.org/W3018108067","https://openalex.org/W2806646158","https://openalex.org/W2124222282","https://openalex.org/W3153817490","https://openalex.org/W3179953524","https://openalex.org/W3089607728","https://openalex.org/W2115179389","https://openalex.org/W3016260088","https://openalex.org/W3207850673","https://openalex.org/W3177655029","https://openalex.org/W2845289732"],"abstract_inverted_index":{"Print":[0],"quality":[1],"is":[2,39,127,137,158],"an":[3,36],"important":[4],"criterion":[5],"for":[6,92],"a":[7,66,74,93,108,123],"printer&#x2019;s":[8,21],"performance.":[9],"The":[10,134],"detection,":[11],"classification,":[12],"and":[13,24,61,77,120,165],"assessment":[14],"of":[15,87,115],"printing":[16],"defects":[17,57,72,168],"can":[18],"reflect":[19],"the":[20,43,79,84,88,98,140,146,152],"working":[22],"status":[23],"help":[25],"to":[26,41,69,82,122,144,160],"locate":[27],"mechanical":[28],"problems":[29],"inside.":[30],"To":[31],"handle":[32],"all":[33],"these":[34],"questions,":[35],"efficient":[37],"algorithm":[38,157],"needed":[40],"replace":[42],"traditionally":[44],"visual":[45],"checking":[46],"method.":[47],"In":[48,97],"this":[49],"paper,":[50],"we":[51,101],"focus":[52],"on":[53,130],"pages":[54],"with":[55,170],"local":[56,71,167],"including":[58],"gray":[59],"spots":[60],"solid":[62],"spots.":[63],"We":[64],"propose":[65],"coarse-to-fine":[67],"method":[68],"detect":[70],"in":[73,163],"block-wise":[75],"manner,":[76],"aggregate":[78],"blockwise":[80],"attributes":[81],"generate":[83],"feature":[85],"vector":[86],"whole":[89],"test":[90],"page":[91],"further":[94],"ranking":[95],"task.":[96],"detection":[99],"part,":[100],"first":[102],"select":[103],"candidate":[104,116],"regions":[105],"by":[106,139],"thresholding":[107],"single":[109],"feature.":[110],"Then":[111],"more":[112],"detailed":[113],"features":[114],"blocks":[117],"are":[118],"calculated":[119],"sent":[121],"decision":[124,141],"tree":[125,142],"that":[126],"previously":[128],"trained":[129],"our":[131],"training":[132],"dataset.":[133],"final":[135],"result":[136],"given":[138],"model":[143],"control":[145],"false":[147],"alarm":[148],"rate":[149],"while":[150],"maintaining":[151],"required":[153],"miss":[154],"rate.":[155],"Our":[156],"proved":[159],"be":[161],"effective":[162],"detecting":[164],"classifying":[166],"compared":[169],"previous":[171],"methods.":[172]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
