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The hand gesture-controlled robotic (ARMO) involves developing a robotic arm that can be controlled using human hand gestures. The robotic arm will mimic the motion of a human hand with the help of latest technology in computer vision and artificial intelligence. The proposed ARMO is tested on a PC and servos. Smart hand gesture detection model is proposed for fast and smooth real-time response time, making the arm more suitable for work requirements. Moreover, a control system is developed to map servo motors to the robotic arm, allowing users to effortlessly control its movements with their hands. The findings indicate that the proposed ARMO decreases the processing load by 70.7% and achieves 75.8% speed up in the system performance, without compromising the core gesture recognition capability.<\/jats:p>","DOI":"10.1142\/s0218126625504808","type":"journal-article","created":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T04:25:29Z","timestamp":1757132729000},"source":"Crossref","is-referenced-by-count":2,"title":["ARMO: Human Hand Gestures Controlled Articulated Robotic Arm"],"prefix":"10.1142","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3660-6544","authenticated-orcid":false,"given":"Ali A.","family":"El-Moursy","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-2518-0900","authenticated-orcid":false,"given":"Tamara","family":"Nasro","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-6425-5923","authenticated-orcid":false,"given":"Maha","family":"Serdaneh","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0719-8681","authenticated-orcid":false,"given":"Oruba","family":"Alfawaz","sequence":"additional","affiliation":[{"name":"Research Institute of Sciences and Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9677-8911","authenticated-orcid":false,"given":"Fadi N.","family":"Sibai","sequence":"additional","affiliation":[{"name":"Electrical and Computer Engineering Department, Gulf University for Science and Technology, Kuwait"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"219","published-online":{"date-parts":[[2025,9,26]]},"reference":[{"key":"S0218126625504808BIB001","doi-asserted-by":"publisher","DOI":"10.51983\/ajes-2016.5.1.1967"},{"key":"S0218126625504808BIB002","unstructured":"A. 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