{"id":"https://openalex.org/W4406110424","doi":"https://doi.org/10.1109/tetci.2024.3522201","title":"Towards Hierarchical Temporal Excitation for Video Violence Recognition","display_name":"Towards Hierarchical Temporal Excitation for Video Violence Recognition","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4406110424","doi":"https://doi.org/10.1109/tetci.2024.3522201"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3522201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3522201","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-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/A5014555076","display_name":"Aihua Mao","orcid":"https://orcid.org/0000-0001-6861-9414"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aihua Mao","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6861-9414","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wanqing Wu","orcid":"https://orcid.org/0009-0001-9707-8570"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanqing Wu","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-9707-8570","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102509554","display_name":"Wenwei Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenwei Yan","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuxiang Li","orcid":"https://orcid.org/0009-0000-0469-4116"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiang Li","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0000-0469-4116","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101687639","display_name":"Haoxiang Wang","orcid":"https://orcid.org/0000-0003-4474-838X"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxiang Wang","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4474-838X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8699,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83222265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"9","issue":"4","first_page":"3025","last_page":"3038"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9959999918937683,"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":0.9959999918937683,"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":0.995199978351593,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9569000005722046,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.44735467433929443}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44735467433929443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3522201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3522201","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[{"id":"https://openalex.org/G3252437748","display_name":null,"funder_award_id":"2024A1515012287","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G7692287123","display_name":null,"funder_award_id":"2024A1515012791","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8373764820","display_name":null,"funder_award_id":"2021A1515011852","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8647455500","display_name":null,"funder_award_id":"2022A1515011573","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1534763723","https://openalex.org/W1587741888","https://openalex.org/W1923404803","https://openalex.org/W1947481528","https://openalex.org/W1963754542","https://openalex.org/W1969914528","https://openalex.org/W1984669326","https://openalex.org/W2054888992","https://openalex.org/W2072422962","https://openalex.org/W2105101328","https://openalex.org/W2138380988","https://openalex.org/W2194775991","https://openalex.org/W2507009361","https://openalex.org/W2895738954","https://openalex.org/W2962858109","https://openalex.org/W2963155035","https://openalex.org/W2963447094","https://openalex.org/W2963524571","https://openalex.org/W2963795951","https://openalex.org/W2963820951","https://openalex.org/W2983446232","https://openalex.org/W2990152177","https://openalex.org/W3009812836","https://openalex.org/W3011398234","https://openalex.org/W3034885317","https://openalex.org/W3035303837","https://openalex.org/W3080742155","https://openalex.org/W3097283600","https://openalex.org/W3126721948","https://openalex.org/W3158022345","https://openalex.org/W3160587007","https://openalex.org/W3175528717","https://openalex.org/W3185943380","https://openalex.org/W3204882374","https://openalex.org/W3210279979","https://openalex.org/W4214612132","https://openalex.org/W4214614183","https://openalex.org/W4214634256","https://openalex.org/W4214727094","https://openalex.org/W4281710797","https://openalex.org/W4294904697","https://openalex.org/W4301184340","https://openalex.org/W4312560592","https://openalex.org/W4312567520","https://openalex.org/W4312664986","https://openalex.org/W4313478217","https://openalex.org/W4385245566","https://openalex.org/W4386075765","https://openalex.org/W4386075962","https://openalex.org/W6761628794","https://openalex.org/W6763367864","https://openalex.org/W6763509872","https://openalex.org/W6784333009","https://openalex.org/W6788135285","https://openalex.org/W6792275077","https://openalex.org/W6797206543","https://openalex.org/W6800563632"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Video-based":[0],"violence":[1,174,181],"recognition":[2],"has":[3],"become":[4],"a":[5,34,72,177],"crucial":[6],"research":[7],"topic":[8],"with":[9,137],"the":[10,27,31,41,47,90,113,120,134,138,191,199],"wide":[11],"usage":[12],"of":[13,26,33,37,57,63,106],"surveillance":[14],"cameras.":[15],"However,":[16],"recognizing":[17,46],"violent":[18,38,95,203],"behavior":[19,204],"from":[20],"video":[21],"data":[22],"is":[23,78,156,195],"challenging":[24],"because":[25],"additional":[28],"temporal":[29,58,74,110,115,130,139,147,161],"dimension,":[30],"lack":[32],"precise":[35],"range":[36],"behavior,":[39],"and":[40,60,88,119,176,194],"complex":[42,99],"backgrounds":[43],"that":[44,145,187],"make":[45],"interaction":[48,91,123,201],"between":[49],"objects":[50],"difficult.":[51],"Previous":[52],"works":[53,193],"have":[54],"ambiguous":[55],"reasoning":[56,163],"features":[59,148],"insufficient":[61],"understanding":[62,198],"action":[64],"relationships.":[65],"To":[66],"address":[67],"these":[68],"issues,":[69],"we":[70,103],"propose":[71],"hierarchical":[73],"excitation":[75],"network,":[76],"which":[77],"effective":[79],"for":[80,109],"learning":[81],"deep":[82],"object":[83,122,166,200],"interactions":[84],"in":[85,98,197,202],"spatio-temporal":[86],"information":[87,131],"utilizing":[89],"to":[92,152,158],"robustly":[93],"identify":[94],"behaviors":[96],"even":[97],"scenarios.":[100],"The":[101,184],"model":[102],"proposed":[104],"comprises":[105],"two":[107],"modules":[108],"excitation,":[111],"namely":[112],"shift":[114,135],"adaptive":[116,140],"module":[117,125],"(STAM)":[118],"sparse":[121],"transformer":[124],"(SOI-Tr).":[126],"STAM":[127],"extracts":[128],"coarse-grained":[129],"by":[132,164],"fusing":[133],"component":[136],"modeling":[141],"component.":[142],"Furthermore,":[143],"considering":[144],"deep-layer":[146],"are":[149],"more":[150],"conducive":[151],"network":[153],"understanding,":[154],"SOI-Tr":[155],"introduced":[157],"excite":[159],"fine-grained":[160],"representation":[162],"critical":[165],"attention.":[167],"We":[168],"conduct":[169],"extensive":[170],"experiments":[171],"on":[172],"mainstream":[173],"datasets":[175],"new":[178],"constructed":[179],"multi-class":[180],"(MCV)":[182],"dataset.":[183],"results":[185],"show":[186],"our":[188],"method":[189],"outperforms":[190],"state-of-the-art":[192],"superior":[196],"recognition.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
