{"id":"https://openalex.org/W2461528596","doi":"https://doi.org/10.1145/2964284.2967289","title":"Detecting Violence in Video using Subclasses","display_name":"Detecting Violence in Video using Subclasses","publication_year":2016,"publication_date":"2016-09-29","ids":{"openalex":"https://openalex.org/W2461528596","doi":"https://doi.org/10.1145/2964284.2967289","mag":"2461528596"},"language":"en","primary_location":{"id":"doi:10.1145/2964284.2967289","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2964284.2967289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM international conference on Multimedia","raw_type":"proceedings-article"},"type":"preprint","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/A5060270456","display_name":"Xirong Li","orcid":"https://orcid.org/0000-0002-0220-8310"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xirong Li","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101582804","display_name":"Yujia Huo","orcid":"https://orcid.org/0000-0002-4484-7700"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujia Huo","raw_affiliation_strings":["Renmin University of China, Renmin University of China, China"],"affiliations":[{"raw_affiliation_string":"Renmin University of China, Renmin University of China, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009985839","display_name":"Qin Jin","orcid":"https://orcid.org/0000-0001-6486-6020"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Jin","raw_affiliation_strings":["Renmin University of China, Renmin University of China, China"],"affiliations":[{"raw_affiliation_string":"Renmin University of China, Renmin University of China, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115598762","display_name":"Jieping Xu","orcid":"https://orcid.org/0000-0001-6228-0317"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieping Xu","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060270456"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":1.0030943,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.83878248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"586","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9990000128746033,"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":0.996999979019165,"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/generalization","display_name":"Generalization","score":0.7514811158180237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7234233617782593},{"id":"https://openalex.org/keywords/notice","display_name":"Notice","score":0.6609112024307251},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.6591086387634277},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6396857500076294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5546160340309143},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.5154258012771606},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5070469379425049},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.452706515789032},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4211079478263855},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3677114248275757},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08807763457298279},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0820162296295166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06906053423881531}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7514811158180237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7234233617782593},{"id":"https://openalex.org/C2779913896","wikidata":"https://www.wikidata.org/wiki/Q7063001","display_name":"Notice","level":2,"score":0.6609112024307251},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.6591086387634277},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6396857500076294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5546160340309143},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.5154258012771606},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5070469379425049},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.452706515789032},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4211079478263855},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3677114248275757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08807763457298279},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0820162296295166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06906053423881531},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2964284.2967289","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2964284.2967289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W84813673","https://openalex.org/W807203886","https://openalex.org/W1950136256","https://openalex.org/W1952703253","https://openalex.org/W1966385142","https://openalex.org/W2035607533","https://openalex.org/W2054888992","https://openalex.org/W2070065978","https://openalex.org/W2089150756","https://openalex.org/W2097117768","https://openalex.org/W2105101328","https://openalex.org/W2131320173","https://openalex.org/W2149844568","https://openalex.org/W2245723313","https://openalex.org/W2280309234","https://openalex.org/W2280837843","https://openalex.org/W2293303474","https://openalex.org/W2296173145","https://openalex.org/W2397970241","https://openalex.org/W2962835968","https://openalex.org/W4298212933"],"related_works":["https://openalex.org/W2558055997","https://openalex.org/W2791183434","https://openalex.org/W2353369313","https://openalex.org/W2086339586","https://openalex.org/W4300782058","https://openalex.org/W2354322770","https://openalex.org/W3000097931","https://openalex.org/W2394387726","https://openalex.org/W3018282762","https://openalex.org/W1570848052"],"abstract_inverted_index":{"This":[0],"paper":[1],"attacks":[2],"the":[3,36,49,67,73,77,98,104,116],"challenging":[4],"problem":[5],"of":[6,76,91,95],"violence":[7,39,44],"detection":[8],"in":[9,147],"videos.":[10,130],"Different":[11],"from":[12],"existing":[13],"works":[14],"focusing":[15],"on":[16,63,97,115,125],"combining":[17],"multi-modal":[18,68],"features,":[19,69],"we":[20],"go":[21],"one":[22],"step":[23],"further":[24],"by":[25,41],"adding":[26],"and":[27,93,127,141],"exploiting":[28],"subclasses":[29],"visually":[30],"related":[31,137],"to":[32,48,65,80],"violence.":[33],"We":[34],"enrich":[35],"MediaEval":[37,99],"2015":[38,100],"dataset":[40],"manually":[42],"labeling":[43],"videos":[45],"with":[46,89],"respect":[47],"subclasses.":[50],"Such":[51],"fine-grained":[52,113],"annotations":[53,114],"not":[54,111],"only":[55],"help":[56],"understand":[57],"what":[58],"have":[59],"impeded":[60],"previous":[61,148],"efforts":[62],"learning":[64],"fuse":[66],"but":[70],"also":[71],"enhance":[72],"generalization":[74],"ability":[75],"learned":[78],"fusion":[79],"novel":[81,126],"test":[82,101,117],"data.":[83],"The":[84],"new":[85],"subclass":[86],"based":[87],"solution,":[88],"AP":[90],"0.303":[92],"P100":[94],"0.55":[96],"set,":[102,118],"outperforms":[103],"state-of-the-art.":[105],"Notice":[106],"that":[107,135],"our":[108,132],"solution":[109],"does":[110],"require":[112],"so":[119],"it":[120],"can":[121],"be":[122],"directly":[123],"applied":[124],"fully":[128],"unlabeled":[129],"Interestingly,":[131],"study":[133],"shows":[134],"motion":[136],"features":[138],"(MBH,":[139],"HOG":[140],"HOF),":[142],"though":[143],"being":[144],"essential":[145],"part":[146],"systems,":[149],"are":[150],"seemingly":[151],"dispensable.":[152],"Data":[153],"is":[154],"available":[155],"at":[156],"http://lixirong.net/datasets/mm2016vsd":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
