{"id":"https://openalex.org/W4205386498","doi":"https://doi.org/10.1007/978-3-030-93842-0_5","title":"Object Detection with\u00a0Semi-supervised Adversarial Domain Adaptation for\u00a0Real-Time Edge Devices","display_name":"Object Detection with\u00a0Semi-supervised Adversarial Domain Adaptation for\u00a0Real-Time Edge Devices","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4205386498","doi":"https://doi.org/10.1007/978-3-030-93842-0_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93842-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93842-0_5","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":"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/A5042767039","display_name":"Mattias Billast","orcid":"https://orcid.org/0000-0002-1080-6847"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Mattias Billast","raw_affiliation_strings":["IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006262997","display_name":"Tom De Schepper","orcid":"https://orcid.org/0000-0002-2969-3133"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Tom De Schepper","raw_affiliation_strings":["IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084961388","display_name":"Kevin Mets","orcid":"https://orcid.org/0000-0002-4812-4841"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Kevin Mets","raw_affiliation_strings":["IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008171683","display_name":"Peter Hellinckx","orcid":"https://orcid.org/0000-0001-8029-4720"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Peter Hellinckx","raw_affiliation_strings":["IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055529222","display_name":"Jos\u00e9 Oramas","orcid":"https://orcid.org/0000-0002-8607-5067"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Oramas","raw_affiliation_strings":["IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049021976","display_name":"Steven Latr\u00e9","orcid":"https://orcid.org/0000-0003-0351-1714"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Steven Latr\u00e9","raw_affiliation_strings":["IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDLab, Department of Computer Science, University of Antwerp - imec, Sint-Pietersvliet 7, 2000, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042767039"],"corresponding_institution_ids":["https://openalex.org/I149213910"],"apc_list":null,"apc_paid":null,"fwci":0.0924,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.3001888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991000294685364,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9973000288009644,"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":0.831976592540741},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.8178250789642334},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6947945356369019},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6872248649597168},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6802603602409363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.677611768245697},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6386783719062805},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6066274642944336},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5674439072608948},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.47822731733322144},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.4701521396636963},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42356282472610474},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3924255073070526},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06415361166000366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.831976592540741},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.8178250789642334},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6947945356369019},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6872248649597168},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6802603602409363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.677611768245697},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6386783719062805},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6066274642944336},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5674439072608948},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.47822731733322144},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.4701521396636963},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42356282472610474},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3924255073070526},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06415361166000366},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-93842-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93842-0_5","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2107634464","https://openalex.org/W2117228865","https://openalex.org/W2119605622","https://openalex.org/W2147800946","https://openalex.org/W2150066425","https://openalex.org/W2151103935","https://openalex.org/W2161969291","https://openalex.org/W2193145675","https://openalex.org/W2340897893","https://openalex.org/W2504302080","https://openalex.org/W2565639579","https://openalex.org/W2593768305","https://openalex.org/W2748021867","https://openalex.org/W2794284562","https://openalex.org/W2885291434","https://openalex.org/W2900631671","https://openalex.org/W2955889502","https://openalex.org/W2962793481","https://openalex.org/W2963037989","https://openalex.org/W2963087201","https://openalex.org/W2963184124","https://openalex.org/W2963532621","https://openalex.org/W2964115968","https://openalex.org/W2968634921","https://openalex.org/W2969583814","https://openalex.org/W3106250896","https://openalex.org/W3121281282","https://openalex.org/W4288083516","https://openalex.org/W6639102338","https://openalex.org/W6766536910"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W3165580226","https://openalex.org/W3135401135","https://openalex.org/W2886688859","https://openalex.org/W4386828785","https://openalex.org/W3133164560","https://openalex.org/W3095487414","https://openalex.org/W4288048773","https://openalex.org/W2901026139"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}