{"id":"https://openalex.org/W4406356030","doi":"https://doi.org/10.1109/ictc62082.2024.10827622","title":"Unified Lightweight Traffic Police Action Recognition Network for Edge Device","display_name":"Unified Lightweight Traffic Police Action Recognition Network for Edge Device","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406356030","doi":"https://doi.org/10.1109/ictc62082.2024.10827622"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10827622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5000157723","display_name":"Ganzorig Gankhuyag","orcid":"https://orcid.org/0000-0001-7401-4884"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ganzorig Gankhuyag","raw_affiliation_strings":["Korean Electronics Technology Institute (KETI),South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korean Electronics Technology Institute (KETI),South Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005464645","display_name":"Jinman Park","orcid":"https://orcid.org/0009-0003-0870-8185"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinman Park","raw_affiliation_strings":["Korean Electronics Technology Institute (KETI),South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korean Electronics Technology Institute (KETI),South Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079946120","display_name":"Seon-Young Lee","orcid":"https://orcid.org/0000-0002-2734-3594"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seonyoung Lee","raw_affiliation_strings":["Korean Electronics Technology Institute (KETI),South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korean Electronics Technology Institute (KETI),South Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014173284","display_name":"Kyoungwon Min","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyoungwon Min","raw_affiliation_strings":["Korean Electronics Technology Institute (KETI),South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korean Electronics Technology Institute (KETI),South Korea","institution_ids":["https://openalex.org/I4210131650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210131650"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1574","last_page":"1576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.98089998960495,"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":0.98089998960495,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9308000206947327,"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/computer-science","display_name":"Computer science","score":0.7010295391082764},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6543161869049072},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.48173072934150696},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4675290584564209},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41777151823043823},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37483519315719604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20236638188362122},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15873605012893677},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.06693938374519348}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7010295391082764},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6543161869049072},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.48173072934150696},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4675290584564209},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41777151823043823},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37483519315719604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20236638188362122},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15873605012893677},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.06693938374519348},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10827622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2963076818","https://openalex.org/W2990503944","https://openalex.org/W3120633509","https://openalex.org/W3135617157","https://openalex.org/W3185034762","https://openalex.org/W4285228542","https://openalex.org/W4310170847","https://openalex.org/W4312245820","https://openalex.org/W4385245566","https://openalex.org/W4386075962"],"related_works":["https://openalex.org/W4313339048","https://openalex.org/W3176734149","https://openalex.org/W3201779876","https://openalex.org/W3113627641","https://openalex.org/W3191964704","https://openalex.org/W2918879532","https://openalex.org/W3083220997","https://openalex.org/W2885461866","https://openalex.org/W3162654428","https://openalex.org/W2901937988"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,78],"unified":[4],"lightweight":[5],"network":[6],"for":[7,14,21],"recognizing":[8],"traffic":[9,29,36],"police":[10,30],"gestures,":[11],"designed":[12],"specifically":[13],"use":[15],"in":[16,33],"autonomous":[17],"vehicles":[18,25],"and":[19,70,77,90],"optimized":[20],"edge":[22,91],"devices.":[23,92],"Autonomous":[24],"need":[26],"to":[27,50],"understand":[28],"signals,":[31],"particularly":[32],"situations":[34],"where":[35],"lights":[37],"aren't":[38],"sufficient.":[39],"Our":[40],"method":[41],"combines":[42],"visual":[43],"appearance":[44],"data":[45],"with":[46,72],"skeleton":[47],"keypoint":[48],"information":[49],"improve":[51],"recognition":[52],"accuracy.":[53],"We":[54],"evaluated":[55],"the":[56],"Korean":[57],"Traffic":[58],"Police":[59],"Action":[60],"Recognition":[61],"dataset,":[62],"our":[63],"model":[64],"outperforms":[65],"leading":[66],"methods":[67],"like":[68],"SlowFast":[69],"ResNet":[71],"LSTM,":[73],"achieving":[74],"97.52%":[75],"accuracy":[76],"97.53":[79],"F1":[80],"score.":[81],"It":[82],"also":[83],"offers":[84],"real-time":[85],"performance":[86],"on":[87],"both":[88],"GPUs":[89]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}