{"id":"https://openalex.org/W4403278139","doi":"https://doi.org/10.1109/is61756.2024.10705271","title":"VAD-Lite:A LightWeight Video Anomaly Detection Framework Based on Attention Module","display_name":"VAD-Lite:A LightWeight Video Anomaly Detection Framework Based on Attention Module","publication_year":2024,"publication_date":"2024-08-29","ids":{"openalex":"https://openalex.org/W4403278139","doi":"https://doi.org/10.1109/is61756.2024.10705271"},"language":"en","primary_location":{"id":"doi:10.1109/is61756.2024.10705271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is61756.2024.10705271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 12th International Conference on Intelligent Systems (IS)","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/A5108184087","display_name":"P G Prathibha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164135","display_name":"Birla Institute of Technology and Science, Pilani - Dubai Campus","ror":"https://ror.org/05jnbme07","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210164135","https://openalex.org/I74796645"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Prathibha P G","raw_affiliation_strings":["Birla Institute of Technology, Pilani,Department of Computer Science,Dubai,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Birla Institute of Technology, Pilani,Department of Computer Science,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I4210164135"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108184088","display_name":"Tamizharasan P. S","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164135","display_name":"Birla Institute of Technology and Science, Pilani - Dubai Campus","ror":"https://ror.org/05jnbme07","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210164135","https://openalex.org/I74796645"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Tamizharasan P. S","raw_affiliation_strings":["Birla Institute of Technology, Pilani,Department of Computer Science,Dubai,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Birla Institute of Technology, Pilani,Department of Computer Science,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I4210164135"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108184087"],"corresponding_institution_ids":["https://openalex.org/I4210164135"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15449699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9804999828338623,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9800999760627747,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7122067213058472},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.656638503074646},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.46270516514778137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.275943398475647},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0517805814743042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7122067213058472},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.656638503074646},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.46270516514778137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.275943398475647},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0517805814743042},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is61756.2024.10705271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is61756.2024.10705271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 12th International Conference on Intelligent Systems (IS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2307770531","https://openalex.org/W2884585870","https://openalex.org/W2963524571","https://openalex.org/W2963795951","https://openalex.org/W2970271202","https://openalex.org/W2982190919","https://openalex.org/W2989623883","https://openalex.org/W3081430643","https://openalex.org/W3136793533","https://openalex.org/W3168600998","https://openalex.org/W3190308053","https://openalex.org/W3191725983","https://openalex.org/W3200038569","https://openalex.org/W3212386989","https://openalex.org/W4312592702","https://openalex.org/W4319300944","https://openalex.org/W4385486148","https://openalex.org/W6766978945"],"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/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"Tracking":[0],"anomalous":[1],"activities":[2,104],"from":[3],"videos":[4],"can":[5,36,95],"enhance":[6],"safety":[7],"and":[8,20,47,53,114],"early":[9],"crime":[10],"detection,":[11],"thereby":[12],"facilitating":[13],"proactive":[14],"measures":[15],"in":[16,83,98,105],"public":[17],"security":[18,52],"management":[19],"contributing":[21],"significantly":[22],"to":[23,39,101],"the":[24,71],"prevention":[25],"of":[26,51,73,121],"escalatory":[27],"scenarios.":[28],"By":[29],"leveraging":[30],"such":[31,103],"advanced":[32],"surveillance":[33],"capabilities,":[34],"stakeholders":[35],"swiftly":[37],"respond":[38],"potential":[40],"threats,":[41],"ensuring":[42],"a":[43,49,60,84],"safer":[44],"community":[45],"environment":[46],"fostering":[48],"sense":[50],"well-being.":[54],"In":[55],"this":[56,94],"article":[57],"we":[58],"propose":[59],"weakly":[61],"supervised":[62],"setting":[63],"for":[64],"video":[65,85],"anomaly":[66,77],"detection.":[67],"The":[68,87],"work":[69],"explores":[70],"significance":[72],"attention":[74],"mechanisms":[75],"on":[76,111],"detection":[78],"by":[79],"identifying":[80],"key":[81],"areas":[82],"frame.":[86],"proposed":[88],"architecture":[89],"is":[90,109],"light":[91],"weight;":[92],"therefore,":[93],"be":[96],"deployed":[97],"edge":[99],"devices":[100],"detect":[102],"real-time.":[106],"Our":[107],"experiment":[108],"evaluated":[110],"UCF-Crime":[112],"dataset":[113],"attained":[115],"performance":[116],"metrics":[117],"comparable":[118],"with":[119],"those":[120],"other":[122],"established":[123],"models.":[124]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
