{"id":"https://openalex.org/W3132691561","doi":"https://doi.org/10.1007/978-3-030-68763-2_3","title":"Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition","display_name":"Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3132691561","doi":"https://doi.org/10.1007/978-3-030-68763-2_3","mag":"3132691561"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68763-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68763-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5030034070","display_name":"Jens Bayer","orcid":"https://orcid.org/0000-0002-2806-6920"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Bayer","raw_affiliation_strings":["Fraunhofer Center for Machine Learning, Karlsruhe, Germany","Fraunhofer IOSB, Ettlingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2806-6920","affiliations":[{"raw_affiliation_string":"Fraunhofer Center for Machine Learning, Karlsruhe, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer IOSB, Ettlingen, Germany","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085416338","display_name":"David M\u00fcnch","orcid":"https://orcid.org/0000-0002-8577-5256"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David M\u00fcnch","raw_affiliation_strings":["Fraunhofer IOSB, Ettlingen, Germany","Fraunhofer Center for Machine Learning, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8577-5256","affiliations":[{"raw_affiliation_string":"Fraunhofer IOSB, Ettlingen, Germany","institution_ids":["https://openalex.org/I4210111500"]},{"raw_affiliation_string":"Fraunhofer Center for Machine Learning, Karlsruhe, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000041406","display_name":"Michael Arens","orcid":"https://orcid.org/0000-0002-7857-0332"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Arens","raw_affiliation_strings":["Fraunhofer Center for Machine Learning, Karlsruhe, Germany","Fraunhofer IOSB, Ettlingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7857-0332","affiliations":[{"raw_affiliation_string":"Fraunhofer Center for Machine Learning, Karlsruhe, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer IOSB, Ettlingen, Germany","institution_ids":["https://openalex.org/I4210111500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3591,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51813472,"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":"26","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9944999814033508,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9908999800682068,"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":0.7130770087242126},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6119061708450317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6075412631034851},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.577121376991272},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5643699765205383},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5389915108680725},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4284517467021942},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.41258424520492554},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38952136039733887},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3499537408351898},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2183375060558319}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7130770087242126},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6119061708450317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6075412631034851},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.577121376991272},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5643699765205383},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5389915108680725},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4284517467021942},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.41258424520492554},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38952136039733887},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3499537408351898},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2183375060558319},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-68763-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68763-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:fraunhofer.de:N-633692","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-633692.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"Conference Paper"},{"id":"pmh:oai:null:publica/410625","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/410625","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W3725847","https://openalex.org/W80011902","https://openalex.org/W1503432700","https://openalex.org/W1552339598","https://openalex.org/W1601068082","https://openalex.org/W1673310716","https://openalex.org/W1932198206","https://openalex.org/W1950788856","https://openalex.org/W1978239142","https://openalex.org/W2106996050","https://openalex.org/W2122646361","https://openalex.org/W2123098109","https://openalex.org/W2135909747","https://openalex.org/W2137130182","https://openalex.org/W2138621090","https://openalex.org/W2149645715","https://openalex.org/W2155268664","https://openalex.org/W2172162418","https://openalex.org/W2295240344","https://openalex.org/W2307770531","https://openalex.org/W2320553484","https://openalex.org/W2405955809","https://openalex.org/W2559085405","https://openalex.org/W2609155316","https://openalex.org/W2784435047","https://openalex.org/W2799062425","https://openalex.org/W2802979841","https://openalex.org/W2804860796","https://openalex.org/W2888297916","https://openalex.org/W2952053192","https://openalex.org/W2962770929","https://openalex.org/W2962773068","https://openalex.org/W2963076818","https://openalex.org/W2963536498","https://openalex.org/W2963693742","https://openalex.org/W2964134613","https://openalex.org/W2964153729","https://openalex.org/W2988916019","https://openalex.org/W3034625979","https://openalex.org/W3196784244","https://openalex.org/W4240338048","https://openalex.org/W6600160247","https://openalex.org/W6602002419","https://openalex.org/W6637162671"],"related_works":["https://openalex.org/W1584537303","https://openalex.org/W2750549761","https://openalex.org/W28826848","https://openalex.org/W2122272819","https://openalex.org/W4367156293","https://openalex.org/W1872724644","https://openalex.org/W2130894091","https://openalex.org/W2994151208","https://openalex.org/W4386598245","https://openalex.org/W4287181611"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}