{"id":"https://openalex.org/W4405930592","doi":"https://doi.org/10.1007/978-3-031-74640-6_33","title":"CAD Models to\u00a0Real-World Images: A Practical Approach to\u00a0Unsupervised Domain Adaptation in\u00a0Industrial Object Classification","display_name":"CAD Models to\u00a0Real-World Images: A Practical Approach to\u00a0Unsupervised Domain Adaptation in\u00a0Industrial Object Classification","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405930592","doi":"https://doi.org/10.1007/978-3-031-74640-6_33"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74640-6_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74640-6_33","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5113464942","display_name":"Dennis Ritter","orcid":null},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Dennis Ritter","raw_affiliation_strings":["Berliner Hochschule f\u00fcr Technik, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Berliner Hochschule f\u00fcr Technik, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018802380","display_name":"Mike Hemberger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146649","display_name":"Alacris (Germany)","ror":"https://ror.org/04a0gnr15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210146649"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mike Hemberger","raw_affiliation_strings":["nyris GmbH, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"nyris GmbH, Berlin, Germany","institution_ids":["https://openalex.org/I4210146649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102566423","display_name":"Marc H\u00f6nig","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marc H\u00f6nig","raw_affiliation_strings":["topex GmbH, Erkenbrechtsweiler, Germany"],"affiliations":[{"raw_affiliation_string":"topex GmbH, Erkenbrechtsweiler, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093047642","display_name":"Volker Stopp","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Volker Stopp","raw_affiliation_strings":["topex GmbH, Erkenbrechtsweiler, Germany"],"affiliations":[{"raw_affiliation_string":"topex GmbH, Erkenbrechtsweiler, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018098456","display_name":"Erik Rodner","orcid":"https://orcid.org/0000-0002-3711-1498"},"institutions":[{"id":"https://openalex.org/I4210099589","display_name":"Kunsthochschule Berlin-Wei\u00dfensee","ror":"https://ror.org/00zbhen47","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210099589"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Erik Rodner","raw_affiliation_strings":["KI-Werkstatt/FB2, University of Applied Sciences Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"KI-Werkstatt/FB2, University of Applied Sciences Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4210099589"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090930477","display_name":"Kristian Hildebrand","orcid":"https://orcid.org/0000-0002-2733-5586"},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kristian Hildebrand","raw_affiliation_strings":["Berliner Hochschule f\u00fcr Technik, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Berliner Hochschule f\u00fcr Technik, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113464942"],"corresponding_institution_ids":["https://openalex.org/I129643931"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54352594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"399","last_page":"415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9912999868392944,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9843999743461609,"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/domain-adaptation","display_name":"Domain adaptation","score":0.7726156115531921},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.736103892326355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6855774521827698},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5854837894439697},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.576840877532959},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5581853985786438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4998323917388916},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3897946774959564},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.17058205604553223},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11812412738800049},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10278096795082092},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09159675240516663},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0781426727771759}],"concepts":[{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.7726156115531921},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.736103892326355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6855774521827698},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5854837894439697},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.576840877532959},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5581853985786438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4998323917388916},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3897946774959564},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.17058205604553223},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11812412738800049},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10278096795082092},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09159675240516663},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0781426727771759},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-74640-6_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74640-6_33","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2080932187","https://openalex.org/W2108598243","https://openalex.org/W2592463526","https://openalex.org/W2593768305","https://openalex.org/W2767657961","https://openalex.org/W2885018852","https://openalex.org/W2962793481","https://openalex.org/W2963532621","https://openalex.org/W2980096013","https://openalex.org/W3109093849","https://openalex.org/W4312349930","https://openalex.org/W4312665716","https://openalex.org/W4319299795","https://openalex.org/W4386047746","https://openalex.org/W4386076493","https://openalex.org/W6637618735"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W3203792196","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}