{"id":"https://openalex.org/W3216812797","doi":"https://doi.org/10.1109/etfa45728.2021.9613640","title":"Hyperspectral Image Analysis for Automatic Detection and Discrimination of Residual Manufacturing Contaminants","display_name":"Hyperspectral Image Analysis for Automatic Detection and Discrimination of Residual Manufacturing Contaminants","publication_year":2021,"publication_date":"2021-09-07","ids":{"openalex":"https://openalex.org/W3216812797","doi":"https://doi.org/10.1109/etfa45728.2021.9613640","mag":"3216812797"},"language":"en","primary_location":{"id":"doi:10.1109/etfa45728.2021.9613640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa45728.2021.9613640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11311/1202374","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087810067","display_name":"Ava Vali","orcid":"https://orcid.org/0000-0003-3494-8388"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ava Vali","raw_affiliation_strings":["Information and Bioengineering Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Bioengineering Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039957980","display_name":"Philipp Kr\u00e4mer","orcid":"https://orcid.org/0000-0002-5592-8645"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Kramer","raw_affiliation_strings":["Siemens AG - Technology LMU-Munich - Geosciences, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens AG - Technology LMU-Munich - Geosciences, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058655156","display_name":"R. Strzoda","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Strzoda","raw_affiliation_strings":["Siemens AG - Technology LMU-Munich - Geosciences, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens AG - Technology LMU-Munich - Geosciences, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037129390","display_name":"Sara Comai","orcid":"https://orcid.org/0000-0002-9554-8815"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Comai","raw_affiliation_strings":["Information and Bioengineering Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Bioengineering Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010314635","display_name":"Alexander M. Gigler","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander M. Gigler","raw_affiliation_strings":["Siemens AG - Technology LMU-Munich - Geosciences, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens AG - Technology LMU-Munich - Geosciences, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003932703","display_name":"Matteo Matteucci","orcid":"https://orcid.org/0000-0002-8306-6739"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Matteucci","raw_affiliation_strings":["Information and Bioengineering Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Bioengineering Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2359,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49204188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9905999898910522,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9884999990463257,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7721748352050781},{"id":"https://openalex.org/keywords/chassis","display_name":"Chassis","score":0.6239991188049316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5783437490463257},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.5221712589263916},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5002126693725586},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4475911557674408},{"id":"https://openalex.org/keywords/coating","display_name":"Coating","score":0.4436453878879547},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4240933358669281},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.3983154892921448},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3273404538631439},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32442957162857056},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.24810945987701416},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24301382899284363},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.17066708207130432},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.0933825671672821}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7721748352050781},{"id":"https://openalex.org/C512993513","wikidata":"https://www.wikidata.org/wiki/Q1068107","display_name":"Chassis","level":2,"score":0.6239991188049316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5783437490463257},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.5221712589263916},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5002126693725586},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4475911557674408},{"id":"https://openalex.org/C2781448156","wikidata":"https://www.wikidata.org/wiki/Q1570182","display_name":"Coating","level":2,"score":0.4436453878879547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4240933358669281},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3983154892921448},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3273404538631439},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32442957162857056},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.24810945987701416},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24301382899284363},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.17066708207130432},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0933825671672821},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/etfa45728.2021.9613640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa45728.2021.9613640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1202374","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1202374","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1202374","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1202374","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6200000047683716,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338378","display_name":"EIT Manufacturing","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1969733293","https://openalex.org/W2694645575","https://openalex.org/W2792883354","https://openalex.org/W2807115651","https://openalex.org/W2939398318","https://openalex.org/W2942577838","https://openalex.org/W2947976683","https://openalex.org/W2961290969","https://openalex.org/W2976438518","https://openalex.org/W2983488121","https://openalex.org/W3047317383","https://openalex.org/W3075397214","https://openalex.org/W3118043536","https://openalex.org/W4393421227","https://openalex.org/W4393512428"],"related_works":["https://openalex.org/W2051851664","https://openalex.org/W2378268140","https://openalex.org/W2059239878","https://openalex.org/W2935843774","https://openalex.org/W2658066576","https://openalex.org/W2966856634","https://openalex.org/W3165231051","https://openalex.org/W2364297307","https://openalex.org/W4285723892","https://openalex.org/W3159376255"],"abstract_inverted_index":{"In":[0,76,115],"modern":[1],"manufacturing,":[2],"divergent":[3],"market":[4],"dynamics":[5],"impel":[6],"companies":[7],"to":[8,23,43],"move":[9],"toward":[10],"a":[11,89,103,120,152],"zero-defect":[12],"production":[13,71],"by":[14,151],"reducing":[15],"the":[16,60,74,82,92,128,139,185,201,211],"risk":[17],"of":[18,26,31,58,62,67,70,84,105,130,134,204],"errors":[19],"and":[20,35,55,112,123,132,167,182,195],"defects":[21],"down":[22],"zero.":[24],"Paint-coating":[25],"metal":[27,216],"surfaces":[28,199],"is":[29,176,179],"one":[30],"such":[32],"process":[33,63,135],"steps":[34],"most":[36],"prominent":[37],"as":[38,65,88],"consumers":[39],"will":[40],"be":[41],"animated":[42],"buy":[44],"based":[45,143,158],"on":[46,81,138,144,159,163,169],"their":[47],"first":[48],"impression.":[49],"Despite":[50],"significant":[51],"advances":[52],"in":[53,102],"automation":[54],"precision":[56],"engineering":[57],"paint-coating,":[59],"presence":[61],"contaminants":[64,136,162,168],"residual":[66],"different":[68],"stages":[69],"may":[72],"compromise":[73],"process.":[75],"this":[77,116,205],"contribution,":[78],"we":[79,118],"focus":[80],"paint-coating":[83],"washing":[85,140,170,197],"machine":[86,141,171,198],"cabinets":[87],"representative.":[90],"Within":[91],"last":[93],"decade,":[94],"hyperspectral":[95,121,156],"imaging":[96],"technology":[97,206],"has":[98],"shown":[99],"promising":[100],"potentials":[101],"variety":[104],"applications":[106],"that":[107,126],"aim":[108],"at":[109],"detecting":[110],"objects":[111],"discriminating":[113],"materials.":[114],"work,":[117],"present":[119],"acquisition":[122,148],"analysis":[124,187],"system":[125],"verifies":[127],"feasibility":[129],"detection":[131],"discrimination":[133],"smeared":[137],"cabinet":[142],"spectral":[145],"information.":[146],"The":[147,189],"system,":[149],"aided":[150],"robot":[153],"arm,":[154],"collects":[155],"images":[157],"two":[160],"scenarios:":[161],"flat":[164,193],"steel":[165],"sheets":[166],"chassis.":[172],"This":[173],"dataset,":[174],"which":[175],"published":[177],"publicly,":[178],"calibrated,":[180],"analysed,":[181],"segmented":[183],"through":[184],"proposed":[186],"models.":[188],"results":[190],"for":[191,207],"both":[192],"base":[194],"structured":[196],"indicate":[200],"great":[202],"capacity":[203],"being":[208],"integrated":[209],"into":[210],"pre-treatment":[212],"stage":[213],"before":[214],"painting":[215],"parts.":[217]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}