{"id":"https://openalex.org/W4403332027","doi":"https://doi.org/10.23919/fusion59988.2024.10706339","title":"Defect detection MultiHeadAttention Fusion model on images acquired with different light sources","display_name":"Defect detection MultiHeadAttention Fusion model on images acquired with different light sources","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4403332027","doi":"https://doi.org/10.23919/fusion59988.2024.10706339"},"language":"en","primary_location":{"id":"doi:10.23919/fusion59988.2024.10706339","is_oa":false,"landing_page_url":"https://doi.org/10.23919/fusion59988.2024.10706339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5062674919","display_name":"Michele Somero","orcid":"https://orcid.org/0000-0001-5846-8827"},"institutions":[{"id":"https://openalex.org/I129043915","display_name":"University of Udine","ror":"https://ror.org/05ht0mh31","country_code":"IT","type":"education","lineage":["https://openalex.org/I129043915"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Somero","raw_affiliation_strings":["University of Udine,DMIF,Udine,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Udine,DMIF,Udine,Italy","institution_ids":["https://openalex.org/I129043915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088980615","display_name":"Federico Urli","orcid":"https://orcid.org/0000-0001-9861-9677"},"institutions":[{"id":"https://openalex.org/I129043915","display_name":"University of Udine","ror":"https://ror.org/05ht0mh31","country_code":"IT","type":"education","lineage":["https://openalex.org/I129043915"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Urli","raw_affiliation_strings":["University of Udine,DMIF,Udine,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Udine,DMIF,Udine,Italy","institution_ids":["https://openalex.org/I129043915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046926620","display_name":"Lauro Snidaro","orcid":"https://orcid.org/0000-0003-3828-9017"},"institutions":[{"id":"https://openalex.org/I129043915","display_name":"University of Udine","ror":"https://ror.org/05ht0mh31","country_code":"IT","type":"education","lineage":["https://openalex.org/I129043915"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lauro Snidaro","raw_affiliation_strings":["University of Udine,DMIF,Udine,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Udine,DMIF,Udine,Italy","institution_ids":["https://openalex.org/I129043915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066596726","display_name":"Alessandro Liani","orcid":"https://orcid.org/0000-0001-9570-7727"},"institutions":[{"id":"https://openalex.org/I4210140439","display_name":"Digital Video (Italy)","ror":"https://ror.org/04ge7a533","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210140439"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Liani","raw_affiliation_strings":["Viale Mangiarotti n.4,Video Systems Srl,Codroipo,UD,Italy,33033"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Viale Mangiarotti n.4,Video Systems Srl,Codroipo,UD,Italy,33033","institution_ids":["https://openalex.org/I4210140439"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9976999759674072,"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":0.9976999759674072,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9742000102996826,"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"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9635999798774719,"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/fusion","display_name":"Fusion","score":0.574949324131012},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5128048062324524},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4975426495075226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4781697392463684}],"concepts":[{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.574949324131012},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5128048062324524},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4975426495075226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4781697392463684},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/fusion59988.2024.10706339","is_oa":false,"landing_page_url":"https://doi.org/10.23919/fusion59988.2024.10706339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},{"id":"pmh:oai:air.uniud.it:11390/1293125","is_oa":false,"landing_page_url":"https://hdl.handle.net/11390/1293125","pdf_url":null,"source":{"id":"https://openalex.org/S4306401163","display_name":"Institutional Research Information System (University of Udine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129043915","host_organization_name":"University of Udine","host_organization_lineage":["https://openalex.org/I129043915"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W3119943851","https://openalex.org/W3153381206","https://openalex.org/W3174670756","https://openalex.org/W3203848920","https://openalex.org/W4224281237","https://openalex.org/W4294892932","https://openalex.org/W4377981521","https://openalex.org/W4389925512","https://openalex.org/W4390678101","https://openalex.org/W6695314431"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"discuss":[4],"and":[5],"try":[6],"a":[7,12,20,68,80,86,92],"multi-image":[8],"fusion":[9,26,71],"approach":[10],"with":[11],"multibranch":[13,81],"Convolutional":[14],"Neural":[15],"Network":[16],"(CNN)":[17],"that":[18,64],"implies":[19],"MultiHeadAttention":[21],"(MHA)":[22],"technique":[23],"in":[24,50],"the":[25,31,34,43,51,54,57,60,73,75],"center.":[27],"This":[28],"work":[29],"studies":[30],"employment":[32],"of":[33,42,53,59,66,72,91],"architecture":[35,77],"on":[36],"actual":[37],"data":[38],"containing":[39],"different":[40],"images":[41,48],"same":[44],"USB":[45],"device.":[46],"The":[47],"differ":[49],"direction":[52],"light":[55],"at":[56],"moment":[58],"acquisition.":[61],"We":[62],"observed":[63],"instead":[65,90],"employing":[67],"simple":[69],"concatenation":[70],"outputs,":[74],"network":[76],"could":[78],"employ":[79],"classification":[82],"featurewise,":[83],"which":[84],"utilizes":[85],"multi-head":[87],"attention":[88,94],"mechanism":[89],"channel":[93],"one.":[95]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
