EchoGesture Communication: Gesture-based Systems for Individuals with Disabilities
Chandraman M , Santhiyakumari N, Ganesh Venkateshwaran S, Damodharan M, Santhiya C, Subalakshimi V
Open Access
Volume - 6 • Issue - 3 • September 2024
Abstract
EchoGesture Communication revolutionizes the interaction of differently-abled individuals using hand gestures. People with disabilities often face difficulties in using the conventional electronic gadgets. The proposed study, utilizes sensors, microcontroller, computer vision, and machine learning, to enable real-time recognition of hand gestures, facilitating effective communication. Additionally, Convolutional Neural Network (CNN) is used in the research to achieve accurate gesture recognition. The proposed system allows individuals with disability to communicate effectively using hand gestures.
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M, Chandraman, Santhiyakumari N, Ganesh Venkateshwaran S, Damodharan M, Santhiya C, and Subalakshimi V. "EchoGesture Communication: Gesture-based Systems for Individuals with Disabilities." Journal of Electronics and Informatics 6, no. 3 (2024): 253-261. doi: 10.36548/jei.2024.3.004
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M, C., N, S., S, G. V., M, D., C, S., & V, S. (2024). EchoGesture Communication: Gesture-based Systems for Individuals with Disabilities. Journal of Electronics and Informatics, 6(3), 253-261. https://doi.org/10.36548/jei.2024.3.004
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M, Chandraman, et al. "EchoGesture Communication: Gesture-based Systems for Individuals with Disabilities." Journal of Electronics and Informatics, vol. 6, no. 3, 2024, pp. 253-261. DOI: 10.36548/jei.2024.3.004.
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M C, N S, S GV, M D, C S, V S. EchoGesture Communication: Gesture-based Systems for Individuals with Disabilities. Journal of Electronics and Informatics. 2024;6(3):253-261. doi: 10.36548/jei.2024.3.004
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C. M, S. N, G. V. S, D. M, S. C, and S. V, "EchoGesture Communication: Gesture-based Systems for Individuals with Disabilities," Journal of Electronics and Informatics, vol. 6, no. 3, pp. 253-261, Sep. 2024, doi: 10.36548/jei.2024.3.004.
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M, C., N, S., S, G.V., M, D., C, S. and V, S. (2024) 'EchoGesture Communication: Gesture-based Systems for Individuals with Disabilities', Journal of Electronics and Informatics, vol. 6, no. 3, pp. 253-261. Available at: https://doi.org/10.36548/jei.2024.3.004.
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@article{m2024,
author = {Chandraman M and Santhiyakumari N and Ganesh Venkateshwaran S and Damodharan M and Santhiya C and Subalakshimi V},
title = {{EchoGesture Communication: Gesture-based Systems for Individuals with Disabilities}},
journal = {Journal of Electronics and Informatics},
volume = {6},
number = {3},
pages = {253-261},
year = {2024},
publisher = {IRO Journals},
doi = {10.36548/jei.2024.3.004},
url = {https://doi.org/10.36548/jei.2024.3.004}
}
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Keywords
Gesture-based Communication Systems
Convolutional Neural Network (CNN)
Conventional Methods
Machine Learning (ML)
