An Novel Hand Gesture System for ASL using Kinet Sensor based Images

Manoj H. M.; Pradeep B.P.; Anil C.; Rohith S

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India

Research Article

An Novel Hand Gesture System for ASL using Kinet Sensor based Images

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@INPROCEEDINGS{10.4108/eai.7-6-2021.2308609,
    author={Manoj  H. M. and Pradeep Kumar B.P. and Anil Kumar C. and Rohith  S},
    title={An Novel Hand Gesture System for ASL using Kinet Sensor based Images},
    proceedings={Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India},
    publisher={EAI},
    proceedings_a={I3CAC},
    year={2021},
    month={6},
    keywords={american sign language camera gesture wavelet transform kinet sensor},
    doi={10.4108/eai.7-6-2021.2308609}
}

Manoj H. M.
Pradeep Kumar B.P.
Anil Kumar C.
Rohith S
Year: 2021
An Novel Hand Gesture System for ASL using Kinet Sensor based Images
I3CAC
EAI
DOI: 10.4108/eai.7-6-2021.2308609

Manoj H. M.¹^,*, Pradeep Kumar B.P.², Anil Kumar C.³, Rohith S⁴

1: Assistant Professor, Dept of CSE, BMSIT&M, Bangalore-64.
2: Associate Professor, Dept of ECE, HKBKCE,Bangalore-45,
3: Associate Professor & HoD, Dept of ECE., RLJIT, Doddaballapur,
4: Associate Professor, Dept of ECE.NCET, Bangalore

*Contact email: manojhm@bmsit.in

Abstract

The prime goal of this study is to perform resolution enhancement using experimental analysis. The framework presents hand image resolution enhancement techniques based on multi scale decomposition and edge preservation smoothing. The proposed technique Dual Tree complex wavelet transform (DT-CWT) and edge preservation smoothing (EPS) algorithm images are decomposed into different sub bands and interpolated, after which sub bands are reconstructed to achieve the enhanced image. The study outcome of this phase is studied with respect to PSNR and RMSE for all the letters of ASL.

Keywords: american sign language camera gesture wavelet transform kinet sensor

Published: 2021-06-04
Publisher: EAI

: http://dx.doi.org/10.4108/eai.7-6-2021.2308609