{"id":"https://openalex.org/W4406860633","doi":"https://doi.org/10.1109/vcip63160.2024.10849819","title":"TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance","display_name":"TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4406860633","doi":"https://doi.org/10.1109/vcip63160.2024.10849819"},"language":"en","primary_location":{"id":"doi:10.1109/vcip63160.2024.10849819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vcip63160.2024.10849819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Visual Communications and Image Processing (VCIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/351819748/TeG_Temporal-Granularity_Method_for_Anomaly_Detection_with_Attention_in_Smart_City_Surveillance.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038375138","display_name":"Erkut Akdag","orcid":"https://orcid.org/0009-0005-1078-7534"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Erkut Akdag","raw_affiliation_strings":["Eindhoven University of Technology,VCA Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612AZ"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,VCA Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612AZ","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069685461","display_name":"Egor Bondarev","orcid":"https://orcid.org/0009-0005-2452-7389"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Egor Bondarev","raw_affiliation_strings":["Eindhoven University of Technology,VCA Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612AZ"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,VCA Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612AZ","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029008213","display_name":"Peter H. N. de With","orcid":"https://orcid.org/0000-0002-7639-7716"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter H.N. De With","raw_affiliation_strings":["Eindhoven University of Technology,VCA Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612AZ"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,VCA Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612AZ","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038375138"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":1.0715,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82754751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9775000214576721,"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":0.9775000214576721,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.927299976348877,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9071999788284302,"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/granularity","display_name":"Granularity","score":0.9209458827972412},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7701946496963501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6720986366271973},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4946729838848114},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.4710773527622223},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34897226095199585},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33228185772895813},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31220924854278564},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.11868098378181458},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.05876582860946655}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.9209458827972412},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7701946496963501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6720986366271973},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4946729838848114},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.4710773527622223},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34897226095199585},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33228185772895813},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31220924854278564},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.11868098378181458},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.05876582860946655},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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":2,"locations":[{"id":"doi:10.1109/vcip63160.2024.10849819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vcip63160.2024.10849819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Visual Communications and Image Processing (VCIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire/9fd50417-528d-4e0f-8b09-8e924f1023af","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/9fd50417-528d-4e0f-8b09-8e924f1023af","pdf_url":"https://pure.tue.nl/ws/files/351819748/TeG_Temporal-Granularity_Method_for_Anomaly_Detection_with_Attention_in_Smart_City_Surveillance.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Akdag, E, Bondarev, E & de With, P H N 2025, TeG : Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance. in 2024 IEEE International Conference on Visual Communications and Image Processing, VCIP 2024., 10849819, Institute of Electrical and Electronics Engineers, 2024 IEEE International Conference on Visual Communications and Image Processing, IEEE VCIP 2024, Tokyo, Japan, 8/12/24. https://doi.org/10.1109/VCIP63160.2024.10849819","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/9fd50417-528d-4e0f-8b09-8e924f1023af","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/9fd50417-528d-4e0f-8b09-8e924f1023af","pdf_url":"https://pure.tue.nl/ws/files/351819748/TeG_Temporal-Granularity_Method_for_Anomaly_Detection_with_Attention_in_Smart_City_Surveillance.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Akdag, E, Bondarev, E & de With, P H N 2025, TeG : Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance. in 2024 IEEE International Conference on Visual Communications and Image Processing, VCIP 2024., 10849819, Institute of Electrical and Electronics Engineers, 2024 IEEE International Conference on Visual Communications and Image Processing, IEEE VCIP 2024, Tokyo, Japan, 8/12/24. https://doi.org/10.1109/VCIP63160.2024.10849819","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313144","display_name":"ITEA","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406860633.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W2165346010","https://openalex.org/W2560886373","https://openalex.org/W2915683453","https://openalex.org/W2963045681","https://openalex.org/W2963795951","https://openalex.org/W2970271202","https://openalex.org/W2982190919","https://openalex.org/W2989623883","https://openalex.org/W3058842179","https://openalex.org/W3077420696","https://openalex.org/W3089682612","https://openalex.org/W3093359244","https://openalex.org/W3128446401","https://openalex.org/W3134566480","https://openalex.org/W3136793533","https://openalex.org/W3168984673","https://openalex.org/W3184357402","https://openalex.org/W3191725983","https://openalex.org/W3193967869","https://openalex.org/W3196890755","https://openalex.org/W3202590754","https://openalex.org/W4283811196","https://openalex.org/W4285248811","https://openalex.org/W4312530853","https://openalex.org/W4312550608","https://openalex.org/W4312554543","https://openalex.org/W4312560592","https://openalex.org/W4312658081","https://openalex.org/W4312686942","https://openalex.org/W4312723609","https://openalex.org/W4313053147","https://openalex.org/W4316813399","https://openalex.org/W4365802465","https://openalex.org/W4382461973","https://openalex.org/W4385245566","https://openalex.org/W4386066487","https://openalex.org/W4401935126","https://openalex.org/W6766008006","https://openalex.org/W6797053244"],"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/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1,41],"in":[2,24,44,92,101],"video":[3,19],"surveillance":[4,95],"has":[5],"recently":[6],"gained":[7],"interest":[8],"from":[9],"the":[10,26,72],"research":[11,83],"community.":[12],"Temporal":[13],"duration":[14],"of":[15,29],"anomalies":[16],"vary":[17],"within":[18],"streams,":[20],"leading":[21],"to":[22,80],"complications":[23],"learning":[25],"temporal":[27],"dynamics":[28],"specific":[30],"events.":[31],"This":[32],"paper":[33],"presents":[34],"a":[35,93],"temporal-granularity":[36],"method":[37],"for":[38,66],"an":[39],"anomaly":[40,77],"model":[42,55,87],"(TeG)":[43],"real-world":[45],"surveillance,":[46],"combining":[47],"spatio-temporal":[48],"features":[49],"at":[50],"different":[51],"time-scales.":[52],"The":[53,85],"TeG":[54,86],"employs":[56],"multi-head":[57,62],"cross-attention":[58],"(MCA)":[59],"blocks":[60,65],"and":[61,90],"self-attention":[63],"(MSA)":[64],"this":[67],"purpose.":[68],"Additionally,":[69],"we":[70],"extend":[71],"UCF-Crime":[73],"dataset":[74],"with":[75],"new":[76],"types":[78],"relevant":[79],"Smart":[81],"City":[82],"project.":[84],"is":[88],"deployed":[89],"validated":[91],"city":[94],"system,":[96],"achieving":[97],"successful":[98],"real-time":[99],"results":[100],"industrial":[102],"settings.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
