{"id":"https://openalex.org/W4297005016","doi":"https://doi.org/10.3390/s22197158","title":"ACF: An Armed CCTV Footage Dataset for Enhancing Weapon Detection","display_name":"ACF: An Armed CCTV Footage Dataset for Enhancing Weapon Detection","publication_year":2022,"publication_date":"2022-09-21","ids":{"openalex":"https://openalex.org/W4297005016","doi":"https://doi.org/10.3390/s22197158","pmid":"https://pubmed.ncbi.nlm.nih.gov/36236253"},"language":"en","primary_location":{"id":"doi:10.3390/s22197158","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197158","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7158/pdf?version=1663835284","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/19/7158/pdf?version=1663835284","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058911450","display_name":"Narit Hnoohom","orcid":"https://orcid.org/0000-0003-3714-8482"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Narit Hnoohom","raw_affiliation_strings":["Image Information and Intelligence Laboratory, Department of Computer Engineering, Faculty of Engineering, Mahidol University, Nakhon Pathom 73170, Thailand"],"affiliations":[{"raw_affiliation_string":"Image Information and Intelligence Laboratory, Department of Computer Engineering, Faculty of Engineering, Mahidol University, Nakhon Pathom 73170, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001422554","display_name":"Pitchaya Chotivatunyu","orcid":"https://orcid.org/0000-0001-9164-7026"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pitchaya Chotivatunyu","raw_affiliation_strings":["Image Information and Intelligence Laboratory, Department of Computer Engineering, Faculty of Engineering, Mahidol University, Nakhon Pathom 73170, Thailand"],"affiliations":[{"raw_affiliation_string":"Image Information and Intelligence Laboratory, Department of Computer Engineering, Faculty of Engineering, Mahidol University, Nakhon Pathom 73170, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085644461","display_name":"Anuchit Jitpattanakul","orcid":"https://orcid.org/0000-0002-5249-2786"},"institutions":[{"id":"https://openalex.org/I82828225","display_name":"King Mongkut's University of Technology North Bangkok","ror":"https://ror.org/04fy6jb97","country_code":"TH","type":"education","lineage":["https://openalex.org/I82828225"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Anuchit Jitpattanakul","raw_affiliation_strings":["Department of Mathematics, Faculty of Applied Science, King Mongkut\u2019s University of Technology North Bangkok, Bangkok 10800, Thailand","Intelligent and Nonlinear Dynamic Innovations Research Center, Science and Technology Research Institute, King Mongkut\u2019s University of Technology North Bangkok, Bangkok 10800, Thailand","Intelligent and Nonlinear Dynamic Innovations Research Center, Science and Technology Research Institute, King Mongkut's University of Technology North Bangkok, Bangkok 10800, Thailand","Department of Mathematics, Faculty of Applied Science, King Mongkut's University of Technology North Bangkok, Bangkok 10800, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Applied Science, King Mongkut\u2019s University of Technology North Bangkok, Bangkok 10800, Thailand","institution_ids":["https://openalex.org/I82828225"]},{"raw_affiliation_string":"Intelligent and Nonlinear Dynamic Innovations Research Center, Science and Technology Research Institute, King Mongkut\u2019s University of Technology North Bangkok, Bangkok 10800, Thailand","institution_ids":["https://openalex.org/I82828225"]},{"raw_affiliation_string":"Intelligent and Nonlinear Dynamic Innovations Research Center, Science and Technology Research Institute, King Mongkut's University of Technology North Bangkok, Bangkok 10800, Thailand","institution_ids":["https://openalex.org/I82828225"]},{"raw_affiliation_string":"Department of Mathematics, Faculty of Applied Science, King Mongkut's University of Technology North Bangkok, Bangkok 10800, Thailand","institution_ids":["https://openalex.org/I82828225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058911450"],"corresponding_institution_ids":["https://openalex.org/I25399158"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.6974,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8222046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"22","issue":"19","first_page":"7158","last_page":"7158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9836999773979187,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9763000011444092,"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":0.48164835572242737},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4180849492549896},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.3261592984199524},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3025391697883606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48164835572242737},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4180849492549896},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.3261592984199524},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3025391697883606}],"mesh":[{"descriptor_ui":"D003415","descriptor_name":"Crime","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003415","descriptor_name":"Crime","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003415","descriptor_name":"Crime","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003415","descriptor_name":"Crime","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013690","descriptor_name":"Television","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013690","descriptor_name":"Television","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013690","descriptor_name":"Television","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013690","descriptor_name":"Television","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22197158","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197158","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7158/pdf?version=1663835284","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36236253","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36236253","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:1985b0e7707a42119ba8efdcf7e21d37","is_oa":true,"landing_page_url":"https://doaj.org/article/1985b0e7707a42119ba8efdcf7e21d37","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 19, p 7158 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/19/7158/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22197158","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 19; Pages: 7158","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9572610","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9572610","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22197158","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197158","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7158/pdf?version=1663835284","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297005016.pdf","grobid_xml":"https://content.openalex.org/works/W4297005016.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1554709877","https://openalex.org/W1642182753","https://openalex.org/W1689909837","https://openalex.org/W1958328135","https://openalex.org/W2011073400","https://openalex.org/W2102605133","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2220545121","https://openalex.org/W2257979135","https://openalex.org/W2504335775","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2792124446","https://openalex.org/W2806070179","https://openalex.org/W2884561390","https://openalex.org/W2886904239","https://openalex.org/W2894860288","https://openalex.org/W2934198733","https://openalex.org/W2948375907","https://openalex.org/W2960170118","https://openalex.org/W2962677013","https://openalex.org/W2962766617","https://openalex.org/W2963037989","https://openalex.org/W2963142663","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2969875432","https://openalex.org/W2971943712","https://openalex.org/W2972382244","https://openalex.org/W2974320575","https://openalex.org/W2982770724","https://openalex.org/W2988916019","https://openalex.org/W2989278094","https://openalex.org/W3002669799","https://openalex.org/W3005466525","https://openalex.org/W3034973071","https://openalex.org/W3082017149","https://openalex.org/W3087567483","https://openalex.org/W3090598983","https://openalex.org/W3101333263","https://openalex.org/W3106250896","https://openalex.org/W3123692095","https://openalex.org/W3124372372","https://openalex.org/W3207807107","https://openalex.org/W3208624098","https://openalex.org/W3209466346","https://openalex.org/W3211204716","https://openalex.org/W3214373180","https://openalex.org/W4231059779","https://openalex.org/W4252492797","https://openalex.org/W4301802631"],"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":{"Thailand,":[0],"like":[1],"other":[2],"countries":[3],"worldwide,":[4],"has":[5],"experienced":[6],"instability":[7],"in":[8,76],"recent":[9],"years.":[10],"If":[11],"current":[12],"trends":[13],"continue,":[14],"the":[15,62,72,77,101,146,175,181,191,206,216],"number":[16],"of":[17,90,106,158,188,218],"crimes":[18],"endangering":[19],"people":[20],"or":[21],"property":[22],"will":[23],"expand.":[24],"Closed-circuit":[25],"television":[26],"(CCTV)":[27],"technology":[28],"is":[29],"now":[30],"commonly":[31],"utilized":[32],"for":[33,115,128,199],"surveillance":[34],"and":[35,111,193],"monitoring":[36],"to":[37,71,80,121,144,167,173],"ensure":[38],"people's":[39],"safety.":[40],"A":[41],"weapon":[42,66,74,93,130,202,219],"detection":[43,67,147,171,203],"system":[44],"can":[45,213],"help":[46],"police":[47],"officers":[48],"with":[49,109,209],"limited":[50],"staff":[51],"minimize":[52],"their":[53],"workload":[54],"through":[55],"on-screen":[56],"surveillance.":[57],"Since":[58],"CCTV":[59,91,97,104],"footage":[60,105],"captures":[61],"entire":[63],"incident":[64],"scenario,":[65],"becomes":[68],"challenging":[69],"due":[70],"small":[73,129,201],"objects":[75],"footage.":[78],"Due":[79],"public":[81,139],"datasets":[82],"providing":[83],"inadequate":[84],"information":[85],"on":[86,137,190],"our":[87,210],"interested":[88],"scope":[89],"image's":[92],"detection,":[94],"an":[95,123,186],"Armed":[96],"Footage":[98],"(ACF)":[99],"dataset,":[100],"self-collected":[102],"mockup":[103],"pedestrians":[107],"armed":[108],"pistols":[110],"knives,":[112],"was":[113,165],"collected":[114],"different":[116,169],"scenarios.":[117],"This":[118],"study":[119],"aimed":[120],"present":[122],"image":[124,162],"tilling-based":[125],"deep":[126],"learning":[127],"object":[131,170],"detection.":[132,220],"The":[133,149,161,196],"experiments":[134],"were":[135],"conducted":[136],"a":[138,154],"benchmark":[140],"dataset":[141],"(Mock":[142],"Attack)":[143],"evaluate":[145],"performance.":[148],"proposed":[150,197],"tilling":[151],"approach":[152,164,208],"achieved":[153,185],"significantly":[155,214],"better":[156],"mAP":[157,187],"10.22":[159],"times.":[160],"tiling":[163,182,207],"used":[166],"train":[168],"models":[172],"analyze":[174],"improvement.":[176],"On":[177],"SSD":[178],"MobileNet":[179],"V2,":[180],"ACF":[183,211],"Dataset":[184,212],"0.758":[189],"pistol":[192],"knife":[194],"evaluation.":[195],"method":[198],"enhancing":[200],"by":[204],"using":[205],"enhance":[215],"performance":[217]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
