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

H. M., Manoj and B.P., Pradeep Kumar and C., Anil Kumar and S, Rohith (2021) An Novel Hand Gesture System for ASL using Kinet Sensor based Images. In: I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India.

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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.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: american sign language camera gesture wavelet transform kinet sensor
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
QA75 Electronic computers. Computer science
Depositing User: EAI Editor IV
Date Deposited: 21 Jun 2021 08:12
Last Modified: 21 Jun 2021 08:12
URI: https://eprints.eudl.eu/id/eprint/3930

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