{"id":"https://openalex.org/W4411891817","doi":"https://doi.org/10.53759/7669/jmc202505120","title":"Detection and Recognition of Multitask Human Action Identification from Preloaded Videos Using CCTV Stationary Cameras","display_name":"Detection and Recognition of Multitask Human Action Identification from Preloaded Videos Using CCTV Stationary Cameras","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4411891817","doi":"https://doi.org/10.53759/7669/jmc202505120"},"language":"en","primary_location":{"id":"doi:10.53759/7669/jmc202505120","doi":"https://doi.org/10.53759/7669/jmc202505120","is_oa":true,"landing_page_url":"https://doi.org/10.53759/7669/jmc202505120","pdf_url":"https://anapub.co.ke/journals/jmc/jmc_pdf/2025/jmc_volume_5-issue_3/JMC202505120.pdf","source":{"id":"https://openalex.org/S4210173606","display_name":"Journal of Machine and Computing","issn_l":"2788-7669","issn":["2788-7669","2789-1801"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Machine and Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://anapub.co.ke/journals/jmc/jmc_pdf/2025/jmc_volume_5-issue_3/JMC202505120.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087993727","display_name":"Pavankumar Naik","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405252405","display_name":"Srinivas University","ror":"https://ror.org/019qzkn95","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405252405"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pavankumar Naik","raw_affiliation_strings":["Department of Computer Science and Engineering, Institute of Engineering and Technology, Srinivas University, Mangalore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Engineering and Technology, Srinivas University, Mangalore, Karnataka, India","institution_ids":["https://openalex.org/I4405252405"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011207806","display_name":"Srinivasa Rao Kunte","orcid":"https://orcid.org/0000-0002-5062-1505","observed_orcids":["https://orcid.org/0000-0002-5062-1505"]},"institutions":[{"id":"https://openalex.org/I4405252405","display_name":"Srinivas University","ror":"https://ror.org/019qzkn95","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405252405"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srinivasa Rao Kunte R","raw_affiliation_strings":["Department of Computer Science and Engineering, Institute of Engineering and Technology, Srinivas University, Mangalore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Engineering and Technology, Srinivas University, Mangalore, Karnataka, India","institution_ids":["https://openalex.org/I4405252405"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405252405"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1518","last_page":"1531"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9984999895095825,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9984999895095825,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.00019999999494757503,"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/human-action-recognition","display_name":"human action recognition","score":0.9440000057220459},{"id":"https://openalex.org/keywords/cctv-surveillance","display_name":"CCTV surveillance","score":0.7260000109672546},{"id":"https://openalex.org/keywords/stationary-camera","display_name":"stationary camera","score":0.9399999976158142},{"id":"https://openalex.org/keywords/spatio-temporal-interest-points","display_name":"spatio-temporal interest points","score":0.9190000295639038},{"id":"https://openalex.org/keywords/support-vector-machine-classification","display_name":"support vector machine classification","score":0.800000011920929}],"concepts":[{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.6469417810440063},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6231690645217896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5845824480056763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5598108768463135},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5536971092224121},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5065284967422485},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39159226417541504},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.53759/7669/jmc202505120","doi":"https://doi.org/10.53759/7669/jmc202505120","is_oa":true,"landing_page_url":"https://doi.org/10.53759/7669/jmc202505120","pdf_url":"https://anapub.co.ke/journals/jmc/jmc_pdf/2025/jmc_volume_5-issue_3/JMC202505120.pdf","source":{"id":"https://openalex.org/S4210173606","display_name":"Journal of Machine and Computing","issn_l":"2788-7669","issn":["2788-7669","2789-1801"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Machine and Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.53759/7669/jmc202505120","doi":"https://doi.org/10.53759/7669/jmc202505120","is_oa":true,"landing_page_url":"https://doi.org/10.53759/7669/jmc202505120","pdf_url":"https://anapub.co.ke/journals/jmc/jmc_pdf/2025/jmc_volume_5-issue_3/JMC202505120.pdf","source":{"id":"https://openalex.org/S4210173606","display_name":"Journal of Machine and Computing","issn_l":"2788-7669","issn":["2788-7669","2789-1801"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Machine and Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411891817.pdf","grobid_xml":"https://content.openalex.org/works/W4411891817.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2082715079","https://openalex.org/W2162415752","https://openalex.org/W2274499208","https://openalex.org/W2625093366","https://openalex.org/W2798428730","https://openalex.org/W2798752903","https://openalex.org/W2799211965","https://openalex.org/W2884328351","https://openalex.org/W2892028513","https://openalex.org/W3145385912","https://openalex.org/W4225278894","https://openalex.org/W4231014840","https://openalex.org/W4244535864","https://openalex.org/W4377700014","https://openalex.org/W4384341635","https://openalex.org/W4388819630","https://openalex.org/W4389162777","https://openalex.org/W4399800476","https://openalex.org/W4401023959","https://openalex.org/W4403446100","https://openalex.org/W4407450532","https://openalex.org/W4409561299"],"related_works":["https://openalex.org/W4231014840","https://openalex.org/W3095628368","https://openalex.org/W2972877930","https://openalex.org/W2547151594","https://openalex.org/W2932468638","https://openalex.org/W3015783024","https://openalex.org/W2517968010","https://openalex.org/W3009604157","https://openalex.org/W2909113689","https://openalex.org/W1999126347"],"abstract_inverted_index":{"Human":[0],"activities":[1,21,71],"include":[2],"group":[3],"activities,":[4],"individual":[5],"actions,":[6],"and":[7,11,18,37,41,50,72,82,96,109,149,161],"interactions":[8],"between":[9],"objects":[10],"people.":[12],"In":[13,53],"computer":[14],"vision":[15],"technology,":[16],"recognizing":[17,192],"categorizing":[19],"these":[20,143],"is":[22,139],"a":[23,32,64,121],"vital":[24],"process.":[25],"This":[26],"system":[27,189],"will":[28],"aim":[29],"at":[30],"developing":[31],"model":[33],"that":[34],"can":[35],"recognize":[36],"detect":[38],"such":[39,157],"behavior":[40],"apply":[42],"it":[43],"in":[44,60,190],"surveillance,":[45],"health":[46],"care,":[47],"military":[48],"operations,":[49],"patient":[51],"monitoring.":[52],"the":[54,68,167,170,183,187],"first":[55],"place,":[56],"videos":[57],"were":[58,163],"gathered":[59],"order":[61],"to":[62,120,131,141,147,165],"get":[63],"better":[65],"understanding":[66],"of":[67,169,175,182,186],"various":[69],"human":[70,132,151,193],"interactions.":[73],"Subsequently,":[74],"we":[75],"have":[76],"converted":[77],"Video":[78],"frames":[79],"into":[80],"images":[81,92],"pre-processed":[83],"each":[84],"image.":[85],"Characteristic":[86],"features":[87,117,129,146],"are":[88,112,118],"extracted":[89,113],"from":[90],"video":[91],"by":[93],"capturing":[94],"spatial":[95],"temporal":[97],"details.":[98],"Spatio-temporal":[99],"interest":[100],"points":[101],"using":[102],"three":[103],"descriptors":[104],"Harris":[105],"STIP,":[106,108],"Gabor":[107],"HoG3D":[110],"STIP":[111],"as":[114,158,179],"features.":[115],"Extracted":[116],"passed":[119],"Heatmap":[122],"generation":[123],"process":[124],"which":[125],"gives":[126],"confident":[127,144],"key":[128,145],"related":[130],"action.":[133],"Support":[134],"Vector":[135],"Machine":[136],"(SVM)":[137],"Classifier":[138],"used":[140,164],"analyze":[142],"label":[148],"classify":[150],"actions.":[152,194],"Various":[153],"classifier":[154],"performance":[155,168],"metrics,":[156],"accuracy,":[159],"sensitivity,":[160],"specificity,":[162],"evaluate":[166],"system.":[171],"Classifiers":[172],"exhibiting":[173],"accuracy":[174],"around":[176],"98.60%":[177],"served":[178],"an":[180],"indicator":[181],"overall":[184],"reliability":[185],"proposed":[188],"effectively":[191]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2025-10-10T00:00:00"}