A low-cost vision based hand gesture interface for real time industrial motor control in resource constrained environments.

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Title: A low-cost vision based hand gesture interface for real time industrial motor control in resource constrained environments.
Authors: Malook A; Department of Computer Science and IT, Sarhad University of Science and Information Technology, Landy Akhun Ahmad, Ring Road, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan., Mohmand MI; Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Istanbul Atlas University, Istanbul, 34408, Turkey. muhammad.mohmand@atlas.edu.tr., Khan A; Department of Computer Science and IT, Sarhad University of Science and Information Technology, Landy Akhun Ahmad, Ring Road, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan., Ahmad A; Department of Computer Science and IT, Sarhad University of Science and Information Technology, Landy Akhun Ahmad, Ring Road, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan.
Source: Scientific reports [Sci Rep] 2026 May 28. Date of Electronic Publication: 2026 May 28.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Malook+A%22">Malook A</searchLink>; Department of Computer Science and IT, Sarhad University of Science and Information Technology, Landy Akhun Ahmad, Ring Road, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan.<br /><searchLink fieldCode="AU" term="%22Mohmand+MI%22">Mohmand MI</searchLink>; Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Istanbul Atlas University, Istanbul, 34408, Turkey. muhammad.mohmand@atlas.edu.tr.<br /><searchLink fieldCode="AU" term="%22Khan+A%22">Khan A</searchLink>; Department of Computer Science and IT, Sarhad University of Science and Information Technology, Landy Akhun Ahmad, Ring Road, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan.<br /><searchLink fieldCode="AU" term="%22Ahmad+A%22">Ahmad A</searchLink>; Department of Computer Science and IT, Sarhad University of Science and Information Technology, Landy Akhun Ahmad, Ring Road, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 May 28. <i>Date of Electronic Publication: </i>2026 May 28.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE
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        Value: 10.1038/s41598-026-54272-y
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      – Code: eng
        Text: English
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      – TitleFull: A low-cost vision based hand gesture interface for real time industrial motor control in resource constrained environments.
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            NameFull: Mohmand MI
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            – D: 28
              M: 05
              Text: 2026 May 28
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              Y: 2026
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