{"id":"https://openalex.org/W2163967238","doi":"https://doi.org/10.1109/iccvw.2011.6130485","title":"Multi-cue learning and visualization of unusual events","display_name":"Multi-cue learning and visualization of unusual events","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2163967238","doi":"https://doi.org/10.1109/iccvw.2011.6130485","mag":"2163967238"},"language":"en","primary_location":{"id":"doi:10.1109/iccvw.2011.6130485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw.2011.6130485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops)","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/A5044310638","display_name":"Ren\u00e9 Schuster","orcid":"https://orcid.org/0000-0001-7055-9254"},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Rene Schuster","raw_affiliation_strings":["JOANNEUM RESEARCH Forschungsgesellschaft mbH, DIGITAL, Austria"],"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH Forschungsgesellschaft mbH, DIGITAL, Austria","institution_ids":["https://openalex.org/I13402291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078774200","display_name":"Samuel Schulter","orcid":"https://orcid.org/0000-0002-7341-5907"},"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":"Samuel Schulter","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086107237","display_name":"Georg Poier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127033","display_name":"Siemens (Austria)","ror":"https://ror.org/03794w632","country_code":"AT","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210127033"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Georg Poier","raw_affiliation_strings":["Corporate Technology (CT T CEE), Siemens AG \u00d6sterreich, Austria"],"affiliations":[{"raw_affiliation_string":"Corporate Technology (CT T CEE), Siemens AG \u00d6sterreich, Austria","institution_ids":["https://openalex.org/I4210127033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091769375","display_name":"Martin Hirzer","orcid":null},"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":"Martin Hirzer","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083353944","display_name":"Josef Birchbauer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127033","display_name":"Siemens (Austria)","ror":"https://ror.org/03794w632","country_code":"AT","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210127033"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Josef Birchbauer","raw_affiliation_strings":["Corporate Technology (CT T CEE), Siemens AG \u00d6sterreich, Austria"],"affiliations":[{"raw_affiliation_string":"Corporate Technology (CT T CEE), Siemens AG \u00d6sterreich, Austria","institution_ids":["https://openalex.org/I4210127033"]}]},{"author_position":"middle","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, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","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 University of Technology, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000203192","display_name":"Martin Winter","orcid":"https://orcid.org/0000-0003-4176-5811"},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Winter","raw_affiliation_strings":["JOANNEUM RESEARCH Forschungsgesellschaft mbH, DIGITAL, Austria"],"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH Forschungsgesellschaft mbH, DIGITAL, Austria","institution_ids":["https://openalex.org/I13402291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006278257","display_name":"Peter Schallauer","orcid":null},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Peter Schallauer","raw_affiliation_strings":["JOANNEUM RESEARCH Forschungsgesellschaft mbH, DIGITAL, Austria"],"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH Forschungsgesellschaft mbH, DIGITAL, Austria","institution_ids":["https://openalex.org/I13402291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5044310638"],"corresponding_institution_ids":["https://openalex.org/I13402291"],"apc_list":null,"apc_paid":null,"fwci":0.4276,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74288554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"30","issue":null,"first_page":"1933","last_page":"1940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9972000122070312,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8501588702201843},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.778527021408081},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5798574686050415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5104609727859497},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.45883908867836},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.439864844083786},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.43954578042030334},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.43250808119773865}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8501588702201843},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.778527021408081},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5798574686050415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5104609727859497},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.45883908867836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.439864844083786},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.43954578042030334},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.43250808119773865},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccvw.2011.6130485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw.2011.6130485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332603","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1515163912","https://openalex.org/W1837114036","https://openalex.org/W1993682837","https://openalex.org/W2007068391","https://openalex.org/W2019993792","https://openalex.org/W2049061493","https://openalex.org/W2067700376","https://openalex.org/W2086709661","https://openalex.org/W2101376811","https://openalex.org/W2131240900","https://openalex.org/W2158694395","https://openalex.org/W2164261375","https://openalex.org/W2166981435","https://openalex.org/W3040777582","https://openalex.org/W3143144647","https://openalex.org/W6630921979","https://openalex.org/W6638751653"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2189613078","https://openalex.org/W2586219255","https://openalex.org/W2547096368"],"abstract_inverted_index":{"Unusual":[0],"event":[1],"detection,":[2],"i.e.,":[3],"identifying":[4],"unspecified":[5],"rare/critical":[6],"events,":[7],"has":[8],"become":[9],"one":[10],"of":[11,45,84,108],"the":[12,40,70,121],"major":[13],"challenges":[14],"in":[15,90,93],"visual":[16],"surveillance.":[17],"The":[18,43],"main":[19],"solution":[20],"for":[21,96,119],"this":[22],"problem":[23],"is":[24,49,82],"to":[25,32,39,51],"describe":[26],"local":[27],"or":[28,58],"global":[29],"normalness":[30],"and":[31,86,111],"report":[33],"events":[34],"that":[35,81,117],"do":[36],"not":[37],"fit":[38],"estimated":[41],"models.":[42],"majority":[44],"existing":[46],"approaches,":[47],"however,":[48],"limited":[50],"a":[52,79,100],"single":[53],"description":[54],"(e.g.,":[55],"either":[56],"appearance":[57],"motion)":[59],"and/or":[60],"builds":[61],"on":[62],"inflexible":[63],"(unsupervised)":[64],"learning":[65,102],"techniques,":[66],"both":[67],"clearly":[68],"degrading":[69],"practical":[71],"applicability.":[72],"To":[73],"overcome":[74],"these":[75],"limitations,":[76],"we":[77],"demonstrate":[78],"system":[80],"capable":[83],"extracting":[85],"modeling":[87],"several":[88],"representations":[89],"parallel,":[91],"while":[92],"addition":[94],"allows":[95],"user":[97,112],"interaction":[98,113],"within":[99],"continuous":[101],"setup.":[103],"Novel":[104],"yet":[105],"intuitive":[106],"concepts":[107],"result":[109],"visualization":[110],"will":[114],"be":[115],"presented":[116],"allow":[118],"exploiting":[120],"underlying":[122],"data.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}