{"id":"https://openalex.org/W4386590724","doi":"https://doi.org/10.1109/access.2023.3314341","title":"Human-Based Interaction Analysis via Automated Key Point Detection and Neural Network Model","display_name":"Human-Based Interaction Analysis via Automated Key Point Detection and Neural Network Model","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386590724","doi":"https://doi.org/10.1109/access.2023.3314341"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3314341","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3314341","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10247007.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10247007.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056565300","display_name":"Israr Akhter","orcid":"https://orcid.org/0000-0003-0326-8208"},"institutions":[{"id":"https://openalex.org/I59225215","display_name":"Bahria University","ror":"https://ror.org/02v8d7770","country_code":"PK","type":"education","lineage":["https://openalex.org/I59225215"]},{"id":"https://openalex.org/I899713450","display_name":"Air University","ror":"https://ror.org/03yfe9v83","country_code":"PK","type":"education","lineage":["https://openalex.org/I899713450"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Israr Akhter","raw_affiliation_strings":["Department of Computer Science, Bahria University, Islamabad, Pakistan","Department of Computer Science, Air University, E-9, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bahria University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I59225215"]},{"raw_affiliation_string":"Department of Computer Science, Air University, E-9, Islamabad, Pakistan","institution_ids":["https://openalex.org/I899713450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083047437","display_name":"Naif Al Mudawi","orcid":null},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"education","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Naif Al Mudawi","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information System, Najran University, Najran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information System, Najran University, Najran, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075873400","display_name":"Bayan Alabdullah","orcid":"https://orcid.org/0000-0002-6252-1800"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Bayan Ibrahimm Alabdullah","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia","Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]},{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048888149","display_name":"Mohammed Alonazi","orcid":"https://orcid.org/0000-0003-1862-7250"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Alonazi","raw_affiliation_strings":["Department of Information Systems, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100776534","display_name":"Jeongmin Park","orcid":"https://orcid.org/0000-0001-8027-0876"},"institutions":[{"id":"https://openalex.org/I1322422313","display_name":"Tech University of Korea","ror":"https://ror.org/0060vt104","country_code":"KR","type":"education","lineage":["https://openalex.org/I1322422313"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongmin Park","raw_affiliation_strings":["Department of Computer Engineering, Tech University of Korea, Gyeonggi-do, Siheung-si, South Korea","Department of Computer Engineering, Tech University of Korea, 237 Sangidaehak-ro, Siheung-si, Gyeonggi-do, Korea"],"raw_orcid":"https://orcid.org/0000-0001-8027-0876","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Tech University of Korea, Gyeonggi-do, Siheung-si, South Korea","institution_ids":["https://openalex.org/I1322422313"]},{"raw_affiliation_string":"Department of Computer Engineering, Tech University of Korea, 237 Sangidaehak-ro, Siheung-si, Gyeonggi-do, Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5794,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63150417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"100646","last_page":"100658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9969000220298767,"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":0.9969000220298767,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9961000084877014,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9940000176429749,"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":0.8021917343139648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7753821611404419},{"id":"https://openalex.org/keywords/background-subtraction","display_name":"Background subtraction","score":0.7504725456237793},{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.7339426875114441},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5351868867874146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5235167145729065},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4817197918891907},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4816966950893402},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.4622243642807007},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4620117247104645},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.45109981298446655},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.43802210688591003},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4277636408805847},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.3721323609352112}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8021917343139648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7753821611404419},{"id":"https://openalex.org/C32653426","wikidata":"https://www.wikidata.org/wiki/Q3813641","display_name":"Background subtraction","level":3,"score":0.7504725456237793},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.7339426875114441},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5351868867874146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5235167145729065},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4817197918891907},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4816966950893402},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.4622243642807007},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4620117247104645},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.45109981298446655},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.43802210688591003},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4277636408805847},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.3721323609352112},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3314341","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3314341","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10247007.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4626187f363a4616ad123520e035fa10","is_oa":true,"landing_page_url":"https://doaj.org/article/4626187f363a4616ad123520e035fa10","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 100646-100658 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3314341","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3314341","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10247007.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2421747132","display_name":null,"funder_award_id":"NU/RG/SERC/12/40","funder_id":"https://openalex.org/F4320323502","funder_display_name":"Najran University"},{"id":"https://openalex.org/G4442710608","display_name":null,"funder_award_id":"PNURSP2023R440","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G8606527402","display_name":null,"funder_award_id":"2021R1F1A1063634","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"},{"id":"https://openalex.org/F4320323502","display_name":"Najran University","ror":"https://ror.org/05edw4a90"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386590724.pdf","grobid_xml":"https://content.openalex.org/works/W4386590724.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W2022927695","https://openalex.org/W2079505600","https://openalex.org/W2133417935","https://openalex.org/W2293220651","https://openalex.org/W2417298810","https://openalex.org/W2565639579","https://openalex.org/W2793267633","https://openalex.org/W2801004733","https://openalex.org/W2806490840","https://openalex.org/W2807438111","https://openalex.org/W2885024018","https://openalex.org/W2888096830","https://openalex.org/W2889705906","https://openalex.org/W2910258641","https://openalex.org/W2921586637","https://openalex.org/W2922207171","https://openalex.org/W2957068367","https://openalex.org/W2963097937","https://openalex.org/W2964094092","https://openalex.org/W2995110559","https://openalex.org/W2995628968","https://openalex.org/W3015931671","https://openalex.org/W3034895839","https://openalex.org/W3034934229","https://openalex.org/W3044071265","https://openalex.org/W3091356402","https://openalex.org/W3092090571","https://openalex.org/W3094869672","https://openalex.org/W3110610882","https://openalex.org/W3113327043","https://openalex.org/W3128083678","https://openalex.org/W3132195234","https://openalex.org/W3139420163","https://openalex.org/W3139887931","https://openalex.org/W3153892045","https://openalex.org/W3154214969","https://openalex.org/W3183335166","https://openalex.org/W3185191462","https://openalex.org/W3214898772","https://openalex.org/W4205127328","https://openalex.org/W4205349208","https://openalex.org/W4207047994","https://openalex.org/W4210838854","https://openalex.org/W4224305996","https://openalex.org/W4287194206","https://openalex.org/W4291278543","https://openalex.org/W4293732104","https://openalex.org/W4309340715","https://openalex.org/W4311361241","https://openalex.org/W4311511747","https://openalex.org/W4316661173","https://openalex.org/W4318312820","https://openalex.org/W4321512498","https://openalex.org/W4362605309","https://openalex.org/W4362605351","https://openalex.org/W6696920397","https://openalex.org/W6716588061","https://openalex.org/W6794248124","https://openalex.org/W6941315814"],"related_works":["https://openalex.org/W28439884","https://openalex.org/W2112497652","https://openalex.org/W2104051139","https://openalex.org/W2189228877","https://openalex.org/W2168082005","https://openalex.org/W2162039090","https://openalex.org/W1987287817","https://openalex.org/W2123129869","https://openalex.org/W3031536623","https://openalex.org/W3094443322"],"abstract_inverted_index":{"The":[0,166],"human":[1,41,101,111,152],"interaction":[2,44],"with":[3],"an":[4,144],"object":[5,43,105],"is":[6,173,179,189],"one":[7],"of":[8,25,146],"the":[9,61,91,120,157,170,176,186,207],"most":[10],"challenging":[11],"domains":[12],"in":[13,45,185],"real-life":[14,46],"applications,":[15],"such":[16,48,75],"as":[17,49,76],"smart":[18],"homes,":[19],"surveillance,":[20],"medical,":[21],"education,":[22],"safety-based":[23],"application":[24],"computer":[26],"vision,":[27],"and":[28,42,51,81,96,104,112,123,134,149,162,181,203,211],"artificial":[29],"intelligence.":[30],"In":[31],"this":[32],"research":[33],"article,":[34],"we":[35,55,128,141],"have":[36,68,115,129,142,192],"proposed":[37],"a":[38,139,194],"framework":[39],"for":[40,169,175,182],"examples":[47],"sports":[50,183],"other":[52,200],"activities.":[53],"Initially,":[54],"reviewed":[56],"video-based":[57],"data":[58,64],"by":[59],"considering":[60],"three":[62],"state-of-the-art":[63,201],"sets.":[65],"Preprocessing":[66],"steps":[67],"been":[69,88,116],"followed":[70],"to":[71,124,199,206],"avoid":[72],"extra":[73],"costs,":[74],"video-to-frame":[77],"conversion,":[78],"noise":[79],"reduction":[80],"background":[82],"subtraction.":[83],"Human":[84],"silhouette":[85],"extraction":[86,210],"has":[87],"performed":[89],"via":[90],"Gaussian":[92],"mixture":[93],"model":[94],"(GMM)":[95],"supper":[97],"pixel":[98],"model.":[99],"Next,":[100],"body":[102,153],"points":[103],"location":[106],"detection":[107],"were":[108],"performed.":[109],"Finally,":[110],"object-based":[113],"features":[114,121],"extracted.":[117],"To":[118],"minimize":[119],"replication":[122],"achieve":[125],"optimized":[126],"results,":[127],"applied":[130],"stochastic":[131],"gradient":[132],"descent":[133],"Restricted":[135],"Boltzmann":[136],"Machine;":[137],"As":[138],"result,":[140],"achieved":[143,193],"accuracy":[145,168,196],"88.46%,":[147],"82.00%,":[148],"88.30%":[150],"on":[151],"parts":[154],"recognition":[155],"over":[156],"MPII":[158,171],"dataset,":[159,161],"UCF_aerial":[160,177],"wild":[163,187],"Dataset":[164,188],"respectively.":[165],"classification":[167],"dataset":[172,178],"92.71%,":[174],"90.60%,":[180],"video":[184],"92.42%.":[190],"We":[191],"high":[195],"rate":[197],"compared":[198],"methods":[202],"frameworks":[204],"due":[205],"complex":[208],"feature":[209],"optimization":[212],"approach.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-08T07:41:36.138363","created_date":"2025-10-10T00:00:00"}
