{"id":"https://openalex.org/W4413596440","doi":"https://doi.org/10.34028/iajit/22/5/6","title":"Deep Learning-Based Control System for Context-Aware Surveillance Using Skeleton Sequences from IP and Drone Camera video","display_name":"Deep Learning-Based Control System for Context-Aware Surveillance Using Skeleton Sequences from IP and Drone Camera video","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413596440","doi":"https://doi.org/10.34028/iajit/22/5/6"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/22/5/6","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/22/5/6","pdf_url":"https://doi.org/10.34028/iajit/22/5/6","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.34028/iajit/22/5/6","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116047657","display_name":"Vasavi Sanikommu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vasavi Sanikommu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018729307","display_name":"M. Sobhana","orcid":"https://orcid.org/0000-0001-5938-5740"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sobhana Mummaneni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023929629","display_name":"Novaline Jacob","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Novaline Jacob","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113788484","display_name":"E. C.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emmanuel K.C","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Bhartendra Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhartendra Kumar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5119424786","display_name":"Radha Variam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Radha Variam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17912113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.767300009727478,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.767300009727478,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.7325999736785889,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8758678436279297},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.7984212636947632},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6163007020950317},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6035008430480957},{"id":"https://openalex.org/keywords/skeleton","display_name":"Skeleton (computer programming)","score":0.5532285571098328},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5504679083824158},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4354351758956909}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8758678436279297},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.7984212636947632},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6163007020950317},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6035008430480957},{"id":"https://openalex.org/C18969341","wikidata":"https://www.wikidata.org/wiki/Q1169129","display_name":"Skeleton (computer programming)","level":2,"score":0.5532285571098328},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5504679083824158},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4354351758956909},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.34028/iajit/22/5/6","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/22/5/6","pdf_url":"https://doi.org/10.34028/iajit/22/5/6","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/22/5/6","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/22/5/6","pdf_url":"https://doi.org/10.34028/iajit/22/5/6","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413596440.pdf","grobid_xml":"https://content.openalex.org/works/W4413596440.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4212885606"],"abstract_inverted_index":{"Human":[0],"Activity":[1],"Recognition":[2],"(HAR)":[3],"combined":[4],"with":[5,75,188],"face":[6,48,55],"recognition":[7,49],"is":[8,42,106,124,168,185,198],"set":[9],"to":[10,90,108,126],"play":[11],"a":[12,22,85,183],"decisive":[13],"role":[14],"in":[15],"next-generation":[16],"surveillance":[17,150,213],"systems.":[18],"This":[19,142],"work":[20,41,177],"presents":[21],"hybrid":[23],"methodology":[24],"that":[25,152,209],"integrates":[26],"deep":[27],"learning":[28,31,138],"and":[29,38,50,117,154,160],"machine":[30,137],"models":[32],"for":[33,140,148,211],"recognizing":[34],"multi":[35,157],"person":[36,158,184],"activities":[37],"faces.":[39],"The":[40,79,119],"structured":[43],"into":[44,134],"two":[45],"different":[46],"parts:":[47],"human":[51,128],"activity":[52,101,159,189,197],"recognition.":[53],"For":[54,100],"recognition,":[56,102],"faces":[57],"are":[58,82,131],"detected":[59],"using":[60,84],"the":[61,76,135,156,162,171,179,193,201,205],"state-of-the-art":[62],"Multi-Task":[63],"Cascaded":[64],"Convolutional":[65],"Neural":[66],"Network":[67],"(MTCNN)":[68],"model,":[69],"followed":[70],"by":[71,192],"key":[72],"point":[73],"extraction":[74],"FaceNet":[77],"model.":[78],"extracted":[80],"embeddings":[81],"classified":[83],"Support":[86],"Vector":[87],"Machine":[88],"(SVM)":[89],"identify":[91],"individuals.":[92],"SVM":[93],"model":[94,105,123,139],"achieved":[95],"classification":[96],"accuracy":[97],"of":[98,165,170,175,182],"0.99.":[99],"an":[103],"ensemble":[104,136],"employed":[107],"classify":[109],"six":[110],"activities:":[111],"walking,":[112],"standing,":[113],"sitting,":[114],"punching,":[115],"kicking,":[116],"crawling.":[118],"YOLOv8":[120],"large":[121],"pose":[122],"used":[125],"extract":[127],"skeletons,":[129],"which":[130],"then":[132,200],"fed":[133],"classification.":[141],"integrated":[143],"system":[144,202,208],"demonstrates":[145],"promising":[146],"performance":[147],"real-time":[149],"applications":[151],"detect":[153],"recognize":[155],"track":[161],"person.":[163,194],"Generation":[164],"summary":[166],"report":[167],"one":[169],"most":[172],"important":[173],"phase":[174],"this":[176],"where":[178],"location":[180],"details":[181],"stored":[186],"along":[187],"being":[190],"performed":[191],"If":[195],"abnormal":[196],"recorded,":[199],"will":[203],"generate":[204],"early":[206],"warning":[207],"helps":[210],"better":[212],"purposes":[214]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}