{"id":"https://openalex.org/W4409704594","doi":"https://doi.org/10.1007/978-3-031-85187-2_16","title":"Bounding Boxes and\u00a0Probabilistic Graphical Models: Video Anomaly Detection Simplified","display_name":"Bounding Boxes and\u00a0Probabilistic Graphical Models: Video Anomaly Detection Simplified","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409704594","doi":"https://doi.org/10.1007/978-3-031-85187-2_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-85187-2_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-85187-2_16","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/da/publications/b52238fe-2d4c-4427-8915-54edcfe60739","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046614227","display_name":"Mia Siemon","orcid":"https://orcid.org/0009-0007-0489-2447"},"institutions":[{"id":"https://openalex.org/I4210137024","display_name":"Danish Power Systems (Denmark)","ror":"https://ror.org/03kf4k440","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210137024"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Mia Siemon","raw_affiliation_strings":["Aalborg University, Rendsburggade 14, 9000, Aalborg, Denmark","Milestone Systems A/S, Banemarksvej 50, 2605, Br\u00f8ndby, Denmark"],"raw_orcid":"https://orcid.org/0009-0007-0489-2447","affiliations":[{"raw_affiliation_string":"Aalborg University, Rendsburggade 14, 9000, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Milestone Systems A/S, Banemarksvej 50, 2605, Br\u00f8ndby, Denmark","institution_ids":["https://openalex.org/I4210137024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022176859","display_name":"Thomas B. Moeslund","orcid":"https://orcid.org/0000-0001-7584-5209"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thomas\u00a0B. Moeslund","raw_affiliation_strings":["Aalborg University, Rendsburggade 14, 9000, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-7584-5209","affiliations":[{"raw_affiliation_string":"Aalborg University, Rendsburggade 14, 9000, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086237019","display_name":"Barry Norton","orcid":"https://orcid.org/0000-0002-6384-7642"},"institutions":[{"id":"https://openalex.org/I4210137024","display_name":"Danish Power Systems (Denmark)","ror":"https://ror.org/03kf4k440","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210137024"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Barry Norton","raw_affiliation_strings":["Milestone Systems A/S, Banemarksvej 50, 2605, Br\u00f8ndby, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-6384-7642","affiliations":[{"raw_affiliation_string":"Milestone Systems A/S, Banemarksvej 50, 2605, Br\u00f8ndby, Denmark","institution_ids":["https://openalex.org/I4210137024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041199606","display_name":"Kamal Nasrollahi","orcid":"https://orcid.org/0000-0002-1953-0429"},"institutions":[{"id":"https://openalex.org/I4210137024","display_name":"Danish Power Systems (Denmark)","ror":"https://ror.org/03kf4k440","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210137024"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Kamal Nasrollahi","raw_affiliation_strings":["Aalborg University, Rendsburggade 14, 9000, Aalborg, Denmark","Milestone Systems A/S, Banemarksvej 50, 2605, Br\u00f8ndby, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-1953-0429","affiliations":[{"raw_affiliation_string":"Aalborg University, Rendsburggade 14, 9000, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Milestone Systems A/S, Banemarksvej 50, 2605, Br\u00f8ndby, Denmark","institution_ids":["https://openalex.org/I4210137024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046614227"],"corresponding_institution_ids":["https://openalex.org/I4210137024","https://openalex.org/I891191580"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"255","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9829999804496765,"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":0.8247791528701782},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.7834645509719849},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6697000861167908},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.622715413570404},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6160844564437866},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.41553449630737305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39614415168762207},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3948301672935486}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8247791528701782},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.7834645509719849},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6697000861167908},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.622715413570404},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6160844564437866},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.41553449630737305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39614415168762207},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3948301672935486},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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":2,"locations":[{"id":"doi:10.1007/978-3-031-85187-2_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-85187-2_16","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:pure.atira.dk:openaire/b52238fe-2d4c-4427-8915-54edcfe60739","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/b52238fe-2d4c-4427-8915-54edcfe60739","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Siemon, M S N, Moeslund, T B, Norton, B & Nasrollahi, K 2025, Bounding Boxes and Probabilistic Graphical Models : Video Anomaly Detection Simplified. in D Cremers, Z L\u00e4hner, M Moeller, M Nie\u00dfner, B Ommer & R Triebel (eds), Pattern Recognition - 46th DAGM German Conference, DAGM GCPR 2024, Proceedings. Springer, Lecture Notes in Computer Science (LNCS), vol. LNCS 15298, pp. 255-269. https://doi.org/10.1007/978-3-031-85187-2_16","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/b52238fe-2d4c-4427-8915-54edcfe60739","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/b52238fe-2d4c-4427-8915-54edcfe60739","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Siemon, M S N, Moeslund, T B, Norton, B & Nasrollahi, K 2025, Bounding Boxes and Probabilistic Graphical Models : Video Anomaly Detection Simplified. in D Cremers, Z L\u00e4hner, M Moeller, M Nie\u00dfner, B Ommer & R Triebel (eds), Pattern Recognition - 46th DAGM German Conference, DAGM GCPR 2024, Proceedings. Springer, Lecture Notes in Computer Science (LNCS), vol. LNCS 15298, pp. 255-269. https://doi.org/10.1007/978-3-031-85187-2_16","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2015461918","https://openalex.org/W2019524107","https://openalex.org/W2098411764","https://openalex.org/W2138092272","https://openalex.org/W2163612318","https://openalex.org/W2164261375","https://openalex.org/W2291627510","https://openalex.org/W2803316390","https://openalex.org/W2963610939","https://openalex.org/W3015495912","https://openalex.org/W3015608037","https://openalex.org/W3082213779","https://openalex.org/W3106763294","https://openalex.org/W3110474347","https://openalex.org/W3118212025","https://openalex.org/W3140854437","https://openalex.org/W3157789903","https://openalex.org/W3160958489","https://openalex.org/W3168984673","https://openalex.org/W3202590754","https://openalex.org/W3205100603","https://openalex.org/W3212044949","https://openalex.org/W4200498145","https://openalex.org/W4242074711","https://openalex.org/W4319300089","https://openalex.org/W4379653668","https://openalex.org/W4386065706"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4286900141","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}