{"id":"https://openalex.org/W4294069581","doi":"https://doi.org/10.1109/icce-taiwan55306.2022.9869213","title":"Image Blending Methods for Defective PCB Image Generation","display_name":"Image Blending Methods for Defective PCB Image Generation","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4294069581","doi":"https://doi.org/10.1109/icce-taiwan55306.2022.9869213"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan55306.2022.9869213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan55306.2022.9869213","pdf_url":null,"source":{"id":"https://openalex.org/S4363607852","display_name":"2022 IEEE International Conference on Consumer Electronics - Taiwan","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics - Taiwan","raw_type":"proceedings-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/A5019943071","display_name":"Ting-Hui Chiang","orcid":"https://orcid.org/0000-0002-0886-2479"},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ting-Hui Chiang","raw_affiliation_strings":["Feng Chia University,Department of Information Engineering and Computer Science,Taiwan","Department of Information Engineering and Computer Science, Feng Chia University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Feng Chia University,Department of Information Engineering and Computer Science,Taiwan","institution_ids":["https://openalex.org/I4880106"]},{"raw_affiliation_string":"Department of Information Engineering and Computer Science, Feng Chia University, Taiwan","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104048655","display_name":"Chun\u2010Hao Chang","orcid":"https://orcid.org/0000-0002-6009-6521"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Hao Chang","raw_affiliation_strings":["College of Computer Science, National Yang Ming Chiao Tung University,Department of Computer Science,Taiwan","Department of Computer Science, College of Computer Science, National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, National Yang Ming Chiao Tung University,Department of Computer Science,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer Science, National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031474848","display_name":"Li\u2010Hsin Chen","orcid":"https://orcid.org/0000-0002-0854-8308"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Hsin Chen","raw_affiliation_strings":["College of Computer Science, National Yang Ming Chiao Tung University,Department of Computer Science,Taiwan","Department of Computer Science, College of Computer Science, National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, National Yang Ming Chiao Tung University,Department of Computer Science,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer Science, National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062292313","display_name":"Chun\u2010Ju Lin","orcid":"https://orcid.org/0000-0002-7880-9198"},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Ju Lin","raw_affiliation_strings":["Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan"],"affiliations":[{"raw_affiliation_string":"Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029609059","display_name":"An-Chun Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"An-Chun Luo","raw_affiliation_strings":["Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan"],"affiliations":[{"raw_affiliation_string":"Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031865421","display_name":"Yu-Shan Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Shan Deng","raw_affiliation_strings":["Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan"],"affiliations":[{"raw_affiliation_string":"Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008843817","display_name":"Po-Han Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Han Chang","raw_affiliation_strings":["Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan"],"affiliations":[{"raw_affiliation_string":"Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110172687","display_name":"Ming-Ji Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Ji Dai","raw_affiliation_strings":["Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan"],"affiliations":[{"raw_affiliation_string":"Industrial Technology Research Institute,Electronic and Optoelectronic System Research Laboratories,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"Electronic and Optoelectronic System Research Laboratories, Industrial Technology Research Institute, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047638290","display_name":"Yu\u2010Chee Tseng","orcid":"https://orcid.org/0000-0001-6551-0720"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chee Tseng","raw_affiliation_strings":["College of Computer Science, National Yang Ming Chiao Tung University,Department of Computer Science,Taiwan","Department of Computer Science, College of Computer Science, National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, National Yang Ming Chiao Tung University,Department of Computer Science,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer Science, National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5019943071"],"corresponding_institution_ids":["https://openalex.org/I4880106"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12409264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"262"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9990000128746033,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9951000213623047,"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/computer-science","display_name":"Computer science","score":0.7261524200439453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.724297046661377},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6617707014083862},{"id":"https://openalex.org/keywords/production-line","display_name":"Production line","score":0.5938418507575989},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5888422727584839},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5530169010162354},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5267800092697144},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5136120319366455},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.42346107959747314},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39986199140548706},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2004719376564026},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09707412123680115},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07164013385772705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7261524200439453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.724297046661377},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6617707014083862},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.5938418507575989},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5888422727584839},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5530169010162354},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5267800092697144},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5136120319366455},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.42346107959747314},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39986199140548706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2004719376564026},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09707412123680115},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07164013385772705},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan55306.2022.9869213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan55306.2022.9869213","pdf_url":null,"source":{"id":"https://openalex.org/S4363607852","display_name":"2022 IEEE International Conference on Consumer Electronics - Taiwan","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics - Taiwan","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"id":"https://openalex.org/F4320322214","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2163605009","https://openalex.org/W2962770929","https://openalex.org/W2982014123","https://openalex.org/W3034713821","https://openalex.org/W3174868683","https://openalex.org/W6684191040","https://openalex.org/W6786328590"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W2390407829","https://openalex.org/W3000197790"],"abstract_inverted_index":{"Recent":[0],"works":[1],"have":[2],"shown":[3],"that":[4,89],"deep":[5],"learning":[6],"models":[7],"effectively":[8],"assist":[9],"in":[10,20],"the":[11,50],"task":[12],"of":[13,36],"image":[14,63],"classification,":[15],"which":[16],"is":[17,42,53],"often":[18],"applied":[19],"industrial":[21],"problems,":[22],"e.g.,":[23],"defective":[24,46,61,77,96],"PCB":[25,62,78],"detection.":[26],"However,":[27],"training":[28,37],"a":[29],"model":[30],"for":[31,66],"defect":[32,68],"detection":[33],"requires":[34],"lots":[35],"data,":[38],"but":[39],"nowadays,":[40],"it":[41],"challenging":[43],"to":[44,49],"obtain":[45],"samples":[47],"due":[48],"production":[51],"line":[52],"stable":[54],"and":[55,85],"mature.":[56],"Therefore,":[57],"we":[58,83],"design":[59],"two":[60],"generation":[64,72],"methods":[65,73,92],"different":[67],"types.":[69],"The":[70],"proposed":[71,91],"can":[74,93],"produce":[75],"more":[76],"images":[79],"as":[80,82],"much":[81],"want,":[84],"experimental":[86],"results":[87],"show":[88],"our":[90],"generate":[94],"realistic":[95],"images.":[97]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
