{"id":"https://openalex.org/W2187579920","doi":"https://doi.org/10.1007/978-3-540-75171-7_6","title":"Conservative Learning for Object Detectors","display_name":"Conservative Learning for Object Detectors","publication_year":2008,"publication_date":"2008-02-06","ids":{"openalex":"https://openalex.org/W2187579920","doi":"https://doi.org/10.1007/978-3-540-75171-7_6","mag":"2187579920"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-75171-7_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75171-7_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210169997","display_name":"Cognitive technologies","issn_l":"1611-2482","issn":["1611-2482","2197-6635"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Technologies","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/A5014686562","display_name":"Peter M. Roth","orcid":"https://orcid.org/0000-0001-9566-1298"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Peter M. Roth","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011359067","display_name":"Horst Bischof","orcid":"https://orcid.org/0000-0002-9096-6671"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Horst Bischof","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz UConservative Learning for Object Detectorsniversity of Technology, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz UConservative Learning for Object Detectorsniversity of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":0.8915,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76641856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"139","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9984999895095825,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9984999895095825,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9984999895095825,"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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7743046879768372},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7579350471496582},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7322669625282288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7245372533798218},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.6388539671897888},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5382288694381714},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5209606885910034},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5030450224876404},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4940991699695587},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4607568383216858},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4485619068145752},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3520238399505615}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7743046879768372},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7579350471496582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7322669625282288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7245372533798218},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.6388539671897888},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5382288694381714},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5209606885910034},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5030450224876404},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4940991699695587},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4607568383216858},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4485619068145752},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3520238399505615},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-75171-7_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75171-7_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210169997","display_name":"Cognitive technologies","issn_l":"1611-2482","issn":["1611-2482","2197-6635"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Technologies","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":40,"referenced_works":["https://openalex.org/W1481089572","https://openalex.org/W1489207701","https://openalex.org/W1496659369","https://openalex.org/W1513013675","https://openalex.org/W1578080815","https://openalex.org/W1988790447","https://openalex.org/W1992825118","https://openalex.org/W1994304612","https://openalex.org/W2012330712","https://openalex.org/W2045623976","https://openalex.org/W2082168306","https://openalex.org/W2083978531","https://openalex.org/W2112445825","https://openalex.org/W2119014534","https://openalex.org/W2120907774","https://openalex.org/W2121274305","https://openalex.org/W2129113961","https://openalex.org/W2131858147","https://openalex.org/W2132576733","https://openalex.org/W2133140216","https://openalex.org/W2134432876","https://openalex.org/W2135921327","https://openalex.org/W2142925473","https://openalex.org/W2149077040","https://openalex.org/W2153927146","https://openalex.org/W2156909104","https://openalex.org/W2159686933","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2163976215","https://openalex.org/W2164202775","https://openalex.org/W2164598857","https://openalex.org/W2170865122","https://openalex.org/W2171140863","https://openalex.org/W2172286287","https://openalex.org/W2217896605","https://openalex.org/W2400267228","https://openalex.org/W2538054541","https://openalex.org/W3142873477","https://openalex.org/W3151111735"],"related_works":["https://openalex.org/W4396941953","https://openalex.org/W2093104230","https://openalex.org/W2987280934","https://openalex.org/W1487808658","https://openalex.org/W4390874210","https://openalex.org/W4384918963","https://openalex.org/W4365211920","https://openalex.org/W2128027845","https://openalex.org/W3014948380","https://openalex.org/W4386184937"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
