{"id":"https://openalex.org/W4362605309","doi":"https://doi.org/10.1109/icacs55311.2023.10089778","title":"Automate Appliances via Gestures Recognition for Elderly Living Assistance","display_name":"Automate Appliances via Gestures Recognition for Elderly Living Assistance","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4362605309","doi":"https://doi.org/10.1109/icacs55311.2023.10089778"},"language":"en","primary_location":{"id":"doi:10.1109/icacs55311.2023.10089778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacs55311.2023.10089778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Advancements in Computational Sciences (ICACS)","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/A5101834852","display_name":"Muhammad Muneeb","orcid":"https://orcid.org/0000-0002-7477-0425"},"institutions":[{"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":true,"raw_author_name":"Muhammad Muneeb","raw_affiliation_strings":["Air University,Dept. of Computer Science,Islamabad,Pakistan","Dept. of Computer Science, Air University, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air University,Dept. of Computer Science,Islamabad,Pakistan","institution_ids":["https://openalex.org/I899713450"]},{"raw_affiliation_string":"Dept. of Computer Science, Air University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I899713450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016140271","display_name":"Hammad Rustam","orcid":null},"institutions":[{"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":"Hammad Rustam","raw_affiliation_strings":["Air University,Dept. of Computer Science,Islamabad,Pakistan","Dept. of Computer Science, Air University, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air University,Dept. of Computer Science,Islamabad,Pakistan","institution_ids":["https://openalex.org/I899713450"]},{"raw_affiliation_string":"Dept. of Computer Science, Air University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I899713450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101897714","display_name":"Ahmad Jalal","orcid":"https://orcid.org/0009-0000-8421-8477"},"institutions":[{"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":"Ahmad Jalal","raw_affiliation_strings":["Air University,Dept. of Computer Science,Islamabad,Pakistan","Dept. of Computer Science, Air University, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air University,Dept. of Computer Science,Islamabad,Pakistan","institution_ids":["https://openalex.org/I899713450"]},{"raw_affiliation_string":"Dept. of Computer Science, Air University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I899713450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101834852"],"corresponding_institution_ids":["https://openalex.org/I899713450"],"apc_list":null,"apc_paid":null,"fwci":15.9605,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.99518536,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9991000294685364,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.987500011920929,"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/gesture","display_name":"Gesture","score":0.8744463920593262},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7370322942733765},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7020468711853027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6547179222106934},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5388472080230713},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5350142121315002},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.533465564250946},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4811721742153168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4776521921157837},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4637167453765869},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.450114369392395},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.43904590606689453},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.43034815788269043},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21689417958259583},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21407559514045715}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8744463920593262},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7370322942733765},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7020468711853027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6547179222106934},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5388472080230713},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5350142121315002},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.533465564250946},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4811721742153168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4776521921157837},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4637167453765869},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.450114369392395},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.43904590606689453},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.43034815788269043},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21689417958259583},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21407559514045715},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacs55311.2023.10089778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacs55311.2023.10089778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Advancements in Computational Sciences (ICACS)","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":42,"referenced_works":["https://openalex.org/W1492934522","https://openalex.org/W1588407636","https://openalex.org/W1902460016","https://openalex.org/W2022927695","https://openalex.org/W2023141730","https://openalex.org/W2040262693","https://openalex.org/W2066991356","https://openalex.org/W2072991862","https://openalex.org/W2079505600","https://openalex.org/W2110921605","https://openalex.org/W2116225745","https://openalex.org/W2157444450","https://openalex.org/W2246021102","https://openalex.org/W2740182464","https://openalex.org/W2759136931","https://openalex.org/W2782304446","https://openalex.org/W2888984274","https://openalex.org/W2889225866","https://openalex.org/W2900580501","https://openalex.org/W2909218472","https://openalex.org/W2913590241","https://openalex.org/W2982638934","https://openalex.org/W2992580587","https://openalex.org/W2995628968","https://openalex.org/W3128083678","https://openalex.org/W3139420163","https://openalex.org/W3153892045","https://openalex.org/W3154214969","https://openalex.org/W3192980724","https://openalex.org/W4210343610","https://openalex.org/W4210352466","https://openalex.org/W4210711429","https://openalex.org/W4293053504","https://openalex.org/W4362605308","https://openalex.org/W4362605321","https://openalex.org/W4362605324","https://openalex.org/W4362605365","https://openalex.org/W4362605367","https://openalex.org/W4362605370","https://openalex.org/W6629378868","https://openalex.org/W6639706582","https://openalex.org/W6683161245"],"related_works":["https://openalex.org/W2356006086","https://openalex.org/W2545168295","https://openalex.org/W2365897603","https://openalex.org/W4234814094","https://openalex.org/W2156308897","https://openalex.org/W4303613760","https://openalex.org/W2361871310","https://openalex.org/W2417246878","https://openalex.org/W1982154684","https://openalex.org/W4290466010"],"abstract_inverted_index":{"Smart":[0],"homes":[1],"have":[2,199,211],"grown":[3],"in":[4,73,139,231],"popularity":[5],"not":[6,105],"only":[7],"as":[8,33,100,116],"a":[9,23,178,185],"luxury":[10],"but":[11],"also":[12],"because":[13,32],"of":[14,36,76,89,152,180,203],"the":[15,30,34,41,54,74,87,96,109,112,126,153,206,214,218],"numerous":[16],"benefits":[17],"they":[18],"provide.":[19],"In":[20,79],"this":[21,80,140],"research,":[22],"home":[24,82,225],"automation":[25,83],"system":[26,166],"is":[27,57,84,104],"developed":[28],"for":[29,60,107,111,223],"elders":[31,37],"number":[35],"rises,":[38],"so":[39],"does":[40],"probability":[42],"that":[43,132,213],"patients":[44],"will":[45],"develop":[46],"geriatric":[47],"problems,":[48],"which":[49],"necessitates":[50],"society":[51],"to":[52,91,124,189,220],"address":[53],"issue.":[55],"It":[56],"especially":[58],"beneficial":[59],"senior":[61],"citizens":[62],"and":[63,68,94,122,146,150,158,184,227,235],"disabled":[64],"youngsters.":[65],"Many":[66],"research":[67],"innovation":[69],"are":[70],"conducting":[71],"on":[72],"field":[75],"gestures":[77,90,163,171,222],"recognition.":[78],"project,":[81],"performed":[85],"through":[86],"use":[88],"control":[92],"appliances":[93,226],"contradicting":[95],"computer":[97,113],"vision":[98,114],"approaches":[99],"an":[101,201],"elder":[102],"person":[103],"capable":[106],"ensuring":[108],"environment":[110],"techniques":[115],"it":[117],"requires":[118],"proper":[119],"lightning":[120],"conditions":[121],"angle":[123],"ensure":[125],"parameters.":[127],"Sensor":[128],"embedded":[129],"Hand":[130],"glove":[131],"collects":[133],"hand":[134,154,170],"motions":[135],"has":[136,217],"been":[137],"discussed":[138],"study.":[141],"The":[142],"wearable":[143],"device":[144],"detects":[145],"records":[147],"tilting,":[148],"rotation,":[149],"acceleration":[151],"movement":[155],"using":[156],"accelerometers":[157],"gyroscopes.":[159],"Our":[160],"proposed":[161,215],"human":[162],"recognition":[164],"(HGR)":[165],"recognizes":[167],"nine":[168],"different":[169],"taken":[172],"from":[173],"benchmarked":[174],"dataset.":[175,209],"We":[176,198],"used":[177,230],"combination":[179],"features":[181],"extraction":[182],"algorithms":[183],"random":[186],"forest":[187],"classifier":[188],"compare":[190],"our":[191],"system's":[192],"performance":[193],"with":[194],"other":[195],"well-known":[196],"classifiers.":[197],"achieved":[200],"accuracy":[202],"94%":[204],"over":[205],"benchmark":[207],"HGR":[208],"Experiments":[210],"shown":[212],"approach":[216],"capability":[219],"recognize":[221],"controlling":[224],"can":[228],"be":[229],"healthcare,":[232],"residences,":[233],"offices,":[234],"educational":[236],"environments.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":57},{"year":2023,"cited_by_count":23}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
