{"id":"https://openalex.org/W2391894529","doi":"https://doi.org/10.3233/jifs-169020","title":"A principal component analysis based method to automatically inspect wear of throw-away tips","display_name":"A principal component analysis based method to automatically inspect wear of throw-away tips","publication_year":2016,"publication_date":"2016-07-22","ids":{"openalex":"https://openalex.org/W2391894529","doi":"https://doi.org/10.3233/jifs-169020","mag":"2391894529"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169020","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169020","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5067164243","display_name":"Ting Wang","orcid":"https://orcid.org/0000-0002-7223-8849"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ting Wang","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu-Shi, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu-Shi, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100745350","display_name":"Rui Xu","orcid":"https://orcid.org/0000-0003-0516-3629"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN","JP"],"is_corresponding":true,"raw_author_name":"Rui Xu","raw_affiliation_strings":["Ritsumeikan Global Innovation Research OrganizatioFn, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu-Shi, Shiga, Japan","School Of Software, Dalian University of Technology, Economy & Technology Development Area, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Ritsumeikan Global Innovation Research OrganizatioFn, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu-Shi, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"School Of Software, Dalian University of Technology, Economy & Technology Development Area, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086851360","display_name":"Xian\u2010Hua Han","orcid":"https://orcid.org/0000-0002-5003-3180"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xianhua Han","raw_affiliation_strings":["Ritsumeikan Global Innovation Research OrganizatioFn, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu-Shi, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"Ritsumeikan Global Innovation Research OrganizatioFn, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu-Shi, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044216245","display_name":"Yen\u2010Wei Chen","orcid":"https://orcid.org/0000-0002-5952-0188"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yen-Wei Chen","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu-Shi, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu-Shi, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064081076","display_name":"Yoshitomo Ishizaki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yoshitomo Ishizaki","raw_affiliation_strings":["Takako Industries, INC. 600, Shigarakicho Sugiyama, Koka-Shi, Shiga, Japan","E-mails:"],"affiliations":[{"raw_affiliation_string":"Takako Industries, INC. 600, Shigarakicho Sugiyama, Koka-Shi, Shiga, Japan","institution_ids":[]},{"raw_affiliation_string":"E-mails:","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102253161","display_name":"Masaru Miyamoto","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masaru Miyamoto","raw_affiliation_strings":["Takako Industries, INC. 600, Shigarakicho Sugiyama, Koka-Shi, Shiga, Japan","E-mails:"],"affiliations":[{"raw_affiliation_string":"Takako Industries, INC. 600, Shigarakicho Sugiyama, Koka-Shi, Shiga, Japan","institution_ids":[]},{"raw_affiliation_string":"E-mails:","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001489999","display_name":"Tomohito Hattori","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomohito Hattori","raw_affiliation_strings":["Takako Industries, INC. 600, Shigarakicho Sugiyama, Koka-Shi, Shiga, Japan","E-mails:"],"affiliations":[{"raw_affiliation_string":"Takako Industries, INC. 600, Shigarakicho Sugiyama, Koka-Shi, Shiga, Japan","institution_ids":[]},{"raw_affiliation_string":"E-mails:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5067164243","https://openalex.org/A5100745350"],"corresponding_institution_ids":["https://openalex.org/I135768898","https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.04793907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"31","issue":"2","first_page":"903","last_page":"913"},"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":0.9987999796867371,"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":0.9987999796867371,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9922000169754028,"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9916999936103821,"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":0.8477216958999634},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7181216478347778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6920567750930786},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6221824884414673},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5608049631118774},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5524397492408752},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48445558547973633},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4258997142314911},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40049058198928833}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.8477216958999634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7181216478347778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6920567750930786},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6221824884414673},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5608049631118774},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5524397492408752},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48445558547973633},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4258997142314911},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40049058198928833}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169020","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169020","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326701","display_name":"Recruitment Program of Global Experts","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1575076633","https://openalex.org/W1984265992","https://openalex.org/W2052950171","https://openalex.org/W2133059825","https://openalex.org/W2162592305","https://openalex.org/W4300765087","https://openalex.org/W6683658284"],"related_works":["https://openalex.org/W2953058328","https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W2116854923","https://openalex.org/W2750730210","https://openalex.org/W2236974868","https://openalex.org/W2133587243","https://openalex.org/W2952127465","https://openalex.org/W2028276520","https://openalex.org/W2164628286"],"abstract_inverted_index":{"The":[0,73],"automatic":[1,23],"inspection":[2,24],"of":[3,25,29,75,85,93,100,115],"throw-away":[4,30,101],"tips":[5,102],"is":[6],"very":[7],"important":[8],"for":[9,22,126],"quality":[10],"control":[11],"in":[12],"precision":[13],"cutting.":[14],"We":[15,89],"proposed":[16,36,117,135,154],"an":[17],"image":[18,33],"processing":[19,27,99],"based":[20,40,160],"method":[21,37,45,69,136,155],"the":[26,35,48,54,58,76,98,116,120,134,141,153,157],"wear":[28,87,143],"tips.":[31],"After":[32],"denoising,":[34],"utilized":[38],"image-patch":[39],"principal":[41],"co":[42],"mponent":[43],"analysis":[44],"to":[46,111,139],"enhance":[47],"cutting":[49,86,142],"worn":[50,60,78],"region":[51,61,79],"while":[52],"suppress":[53],"background":[55],"region.":[56],"Then":[57],"enhanced":[59],"was":[62,80,109,137,149],"automatically":[63],"segmented":[64,77],"by":[65,71],"a":[66,83,104],"simple":[67],"thresholding":[68,159],"followed":[70],"post-processing.":[72],"area":[74],"used":[81,110,125],"as":[82],"measure":[84],"degree.":[88],"collected":[90],"three":[91],"datasets":[92,123],"time-series":[94],"images":[95],"that":[96,133,152],"recorded":[97],"on":[103],"product":[105],"line.":[106],"One":[107],"dataset":[108],"choose":[112],"optimal":[113],"parameters":[114],"method,":[118],"and":[119],"other":[121],"two":[122],"were":[124],"evaluate":[127],"its":[128],"performances.":[129],"Experimental":[130],"results":[131],"showed":[132,151],"able":[138],"inspect":[140],"with":[144],"high":[145],"accuracy.":[146],"Additionally,":[147],"it":[148],"also":[150],"outperformed":[156],"conventional":[158],"method.":[161]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}