{"id":"https://openalex.org/W3016255809","doi":"https://doi.org/10.1109/icassp40776.2020.9054018","title":"Multimodal Violence Detection in Videos","display_name":"Multimodal Violence Detection in Videos","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3016255809","doi":"https://doi.org/10.1109/icassp40776.2020.9054018","mag":"3016255809"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9054018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11311/1171194","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072298854","display_name":"Bruno Malveira Peixoto","orcid":"https://orcid.org/0000-0002-4994-8973"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Bruno Peixoto","raw_affiliation_strings":["Institute of Computing, University of Campinas (Unicamp), Campinas, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas (Unicamp), Campinas, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047058508","display_name":"Bahram Lavi","orcid":"https://orcid.org/0000-0002-9226-9116"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bahram Lavi","raw_affiliation_strings":["Institute of Computing, University of Campinas (Unicamp), Campinas, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas (Unicamp), Campinas, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051370303","display_name":"Paolo Bestagini","orcid":"https://orcid.org/0000-0003-0406-0222"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Bestagini","raw_affiliation_strings":["Politecnico di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042140271","display_name":"Zanoni Dias","orcid":"https://orcid.org/0000-0003-3333-6822"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Zanoni Dias","raw_affiliation_strings":["Institute of Computing, University of Campinas (Unicamp), Campinas, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas (Unicamp), Campinas, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043147904","display_name":"Anderson Rocha","orcid":"https://orcid.org/0000-0002-4236-8212"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson Rocha","raw_affiliation_strings":["Institute of Computing, University of Campinas (Unicamp), Campinas, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas (Unicamp), Campinas, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072298854"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":2.2471,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.89882033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2957","last_page":"2961"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9994999766349792,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9900000095367432,"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/law-enforcement","display_name":"Law enforcement","score":0.6334485411643982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6115614175796509},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.47786396741867065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4273313879966736},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.41724249720573425},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4145428538322449},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39631137251853943},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1121370792388916},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.10028594732284546},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.07638734579086304},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07403674721717834}],"concepts":[{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.6334485411643982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6115614175796509},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.47786396741867065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4273313879966736},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.41724249720573425},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4145428538322449},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39631137251853943},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1121370792388916},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.10028594732284546},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07638734579086304},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07403674721717834}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp40776.2020.9054018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1171194","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1171194","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1171194","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1171194","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.41999998688697815},{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W170795452","https://openalex.org/W807203886","https://openalex.org/W1952703253","https://openalex.org/W1969914528","https://openalex.org/W2020163092","https://openalex.org/W2024081571","https://openalex.org/W2038484192","https://openalex.org/W2117539524","https://openalex.org/W2125324924","https://openalex.org/W2137637927","https://openalex.org/W2139855016","https://openalex.org/W2274287116","https://openalex.org/W2293028122","https://openalex.org/W2294467837","https://openalex.org/W2296173145","https://openalex.org/W2397970241","https://openalex.org/W2398968536","https://openalex.org/W2402531106","https://openalex.org/W2534883251","https://openalex.org/W2741770674","https://openalex.org/W2886554762","https://openalex.org/W2887170686","https://openalex.org/W2917416935","https://openalex.org/W2939271467","https://openalex.org/W2964350391","https://openalex.org/W3012519557","https://openalex.org/W6600284362","https://openalex.org/W6622911035","https://openalex.org/W6694260854","https://openalex.org/W6696901158","https://openalex.org/W6697259123","https://openalex.org/W6697397616","https://openalex.org/W6712596878","https://openalex.org/W6712736237","https://openalex.org/W6713040843"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2323648130","https://openalex.org/W2362939901","https://openalex.org/W2734554632","https://openalex.org/W2379200451","https://openalex.org/W2356257939","https://openalex.org/W4254623023","https://openalex.org/W1500688113","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Effective":[0],"tools":[1,16],"for":[2],"detection":[3],"of":[4,21,36,63,69,87,103,118,122],"violence":[5,56,70,88,144],"are":[6],"highly":[7,74],"demanded,":[8],"specially":[9],"when":[10],"dealing":[11],"with":[12],"video":[13],"streams.":[14],"Such":[15],"have":[17],"a":[18,123,161],"wide":[19],"range":[20],"applications,":[22],"from":[23],"forensics":[24],"and":[25,73,82,145,154],"law":[26],"enforcement":[27],"to":[28,98,110,138,143,147,159,164],"parental":[29],"control":[30],"over":[31],"the":[32,67,85,116,120],"ever":[33],"increasing":[34],"amount":[35],"videos":[37],"available":[38],"online.":[39],"Prior":[40],"studies":[41],"showed":[42],"that":[43],"deep":[44],"learning":[45],"has":[46],"great":[47],"potential":[48],"in":[49,57,108,157],"detecting":[50,55],"violence,":[51,104],"but":[52],"focuses":[53],"on":[54],"general,":[58],"or":[59,112,126],"only":[60],"specific":[61,124],"cases":[62],"violent":[64],"behavior.":[65],"While":[66],"concept":[68],"is":[71],"broad":[72],"subjective,":[75],"simpler":[76],"concepts":[77,96,141,151],"such":[78],"as":[79],"fights,":[80],"explosions,":[81],"gunshots,":[83],"convey":[84,115],"idea":[86,102,117],"while":[89],"being":[90],"more":[91],"objective.":[92],"Even":[93],"though":[94],"different":[95,140],"relate":[97],"this":[99,134],"same":[100],"broader":[101],"they":[105,114,129],"differ":[106],"widely":[107],"relation":[109],"whether":[111],"not":[113],"movement,":[119],"presence":[121],"object,":[125],"even":[127],"if":[128],"generate":[130],"distinctive":[131],"sounds.":[132],"In":[133],"study,":[135],"we":[136],"propose":[137],"analyze":[139],"related":[142],"how":[146],"better":[148],"describe":[149],"these":[150],"exploring":[152],"visual":[153],"auditory":[155],"cues":[156],"order":[158],"reach":[160],"robust":[162],"method":[163],"detect":[165],"violence.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}