{"id":"https://openalex.org/W4404057484","doi":"https://doi.org/10.1109/sisy62279.2024.10737626","title":"Deploying YOLOV10 for Affordable Real-Time Handgun Detection","display_name":"Deploying YOLOV10 for Affordable Real-Time Handgun Detection","publication_year":2024,"publication_date":"2024-09-19","ids":{"openalex":"https://openalex.org/W4404057484","doi":"https://doi.org/10.1109/sisy62279.2024.10737626"},"language":"en","primary_location":{"id":"doi:10.1109/sisy62279.2024.10737626","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy62279.2024.10737626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","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/A5025818125","display_name":"Nikola \u017diguli\u0107","orcid":"https://orcid.org/0009-0001-8635-4285"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Nikola \u017diguli\u0107","raw_affiliation_strings":["University of Rijeka,Faculty of Engineering,Rijeka,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rijeka,Faculty of Engineering,Rijeka,Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090635085","display_name":"Matko Glu\u010dina","orcid":"https://orcid.org/0000-0003-3121-2228"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matko Glu\u010dina","raw_affiliation_strings":["Istrian University of Applied Sciences,Department of Engineering,Pula,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istrian University of Applied Sciences,Department of Engineering,Pula,Croatia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081262948","display_name":"Domagoj Frank","orcid":"https://orcid.org/0000-0002-7907-7961"},"institutions":[{"id":"https://openalex.org/I4210105025","display_name":"University North","ror":"https://ror.org/01afbkc02","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210105025"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Domagoj Frank","raw_affiliation_strings":["University North,Department of Computer Science and Informatics,Koprivnica,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University North,Department of Computer Science and Informatics,Koprivnica,Croatia","institution_ids":["https://openalex.org/I4210105025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078677385","display_name":"Ivan Lorencin","orcid":"https://orcid.org/0000-0002-5964-245X"},"institutions":[{"id":"https://openalex.org/I25607154","display_name":"Juraj Dobrila University of Pula","ror":"https://ror.org/006ks2460","country_code":"HR","type":"education","lineage":["https://openalex.org/I25607154"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ivan Lorencin","raw_affiliation_strings":["Juraj Dobrila University of Pula,Faculty of Informatics,Pula,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Juraj Dobrila University of Pula,Faculty of Informatics,Pula,Croatia","institution_ids":["https://openalex.org/I25607154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036648260","display_name":"Zoran \u0160verko","orcid":"https://orcid.org/0000-0003-3461-963X"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Zoran \u0160verko","raw_affiliation_strings":["University of Rijeka,Faculty of Engineering,Rijeka,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rijeka,Faculty of Engineering,Rijeka,Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039158691","display_name":"Dario Matika","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105025","display_name":"University North","ror":"https://ror.org/01afbkc02","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210105025"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Dario Matika","raw_affiliation_strings":["University North,Department of Electrical engineering,Vara&#x017E;din,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University North,Department of Electrical engineering,Vara&#x017E;din,Croatia","institution_ids":["https://openalex.org/I4210105025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9062,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79783277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"000283","last_page":"000288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9678000211715698,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9503999948501587,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5473343729972839},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4422149360179901}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5473343729972839},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4422149360179901}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sisy62279.2024.10737626","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy62279.2024.10737626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","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":12,"referenced_works":["https://openalex.org/W1646190092","https://openalex.org/W2590001609","https://openalex.org/W2785978631","https://openalex.org/W3193886260","https://openalex.org/W4229801112","https://openalex.org/W4318484048","https://openalex.org/W4367845249","https://openalex.org/W4391130018","https://openalex.org/W6605338954","https://openalex.org/W6784225549","https://openalex.org/W6864261105","https://openalex.org/W6868582632"],"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":{"The":[0,189,220],"development":[1],"of":[2,7,37,53,73,77,86,89,91,105,113,133,148,230,233,236,240,249,253,257],"artificial":[3,38],"intelligence":[4,39,58],"is":[5],"one":[6],"the":[8,28,32,35,42,47,51,71,103,107,114,129,141,149,211,224,265,274],"most":[9],"significant":[10],"technological":[11],"innovations":[12],"that":[13,45,213,223],"contributes":[14],"to":[15,40,140,157],"humanity":[16],"with":[17,264],"its":[18],"characteristics":[19],"and":[20,23,67,79,94,126,131,163,210,238,259,272],"facilitates,":[21],"secures,":[22],"improves":[24],"everyday":[25],"life.":[26],"However":[27],"challenge":[29,48],"arises":[30],"when":[31],"programmer-engineer":[33],"learns":[34],"algorithm":[36,112],"perform":[41,60,216],"proposed":[43],"task,":[44],"is,":[46],"lies":[49],"in":[50,135,169,177,182,197,205],"issue":[52],"available":[54],"hardware":[55],"resources.":[56],"Artificial":[57],"algorithms":[59],"many":[61,95],"human-impossible":[62],"tasks,":[63],"such":[64,120,172],"as":[65,121,173],"detection":[66,136,204],"counting,":[68],"i.e.":[69,83,138],"calculating":[70],"interrelationships":[72],"individual":[74],"objects,":[75],"segmentation":[76],"tumors":[78],"other":[80,96],"malignant":[81],"diseases,":[82],"tissues,":[84],"classification":[85],"specific":[87],"states":[88],"classes":[90],"a":[92,146,178,228],"scene,":[93],"similar":[97],"technologies.":[98],"This":[99,242],"research":[100],"paper":[101],"examines":[102],"possibility":[104],"implementing":[106],"You":[108],"Only":[109],"Look":[110],"Once":[111],"tenth":[115],"generation":[116],"on":[117],"certain":[118],"devices":[119],"an":[122,246],"affordable":[123],"Raspberry":[124,214],"Pi,":[125],"will":[127,151,155,191,207,215,217],"discuss":[128],"advantages":[130],"disadvantages":[132],"changes":[134],"parameters,":[137],"inferences":[139],"applied":[142],"model.":[143],"In":[144],"addition,":[145],"mock-up":[147],"device":[150],"be":[152,192,208,218],"shown,":[153],"which":[154],"serve":[156],"provide":[158],"timely":[159],"information":[160],"about":[161],"criminals":[162],"suspicious":[164],"persons":[165],"who":[166],"possess":[167],"firearms":[168],"different":[170],"situations,":[171],"normal":[174],"weather":[175],"conditions":[176],"populated":[179],"place":[180],"or":[181,203],"shops":[183],"where":[184],"petty":[185],"robberies":[186],"are":[187],"frequent.":[188],"testing":[190],"done":[193],"using":[194,245],"recorded":[195],"videos":[196],"real-time":[198,201,206],"scenarios.":[199],"Finally,":[200],"inference":[202,276],"tested":[209],"actions":[212],"simulated.":[219],"results":[221],"indicate":[222],"optimal":[225],"model":[226],"achieved":[227,244],"precision":[229],"0.938,":[231],"recall":[232],"9.863,":[234],"mAP50":[235],"0.91,":[237],"mAP50-95":[239],"0.739.":[241],"was":[243],"image":[247],"size":[248],"640,":[250],"IOU":[251],"threshold":[252,256],"0.7,":[254],"confidence":[255],"0.6,":[258],"training":[260],"for":[261],"600":[262],"iterations":[263],"Stochastic":[266],"Gradient":[267],"Descent":[268],"optimizer,":[269],"without":[270],"augmentations,":[271],"employing":[273],"ONNX":[275],"format.":[277]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
