UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 10 Issue 2
February-2023
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2302585


Registration ID:
509422

Page Number

f785-f793

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Title

Enhanced Performance Analysis of Lip Reading System With Improved SURF

Abstract

Abstract—Sign language is a communication language that involves hand gestures, body language and facial expression, used basically by the people who have hearing impairment. They communicate among themselves in sense of letters, words and sentences of interactive language to gestures. The most expressive way to communicate among themselves is Sign Language. Here, proposed system will recognize the hand gestures and translates into textual words. The methodology consists of two phases, namely Model Creation phase a Recognition phase. Here, Convolution Neural Network(CNN) is used for building the model and Hidden Markov Model(HMM) is used to handle the dynamics of the image sequence. CNN and HMM are combined in hybrid way to form the hybrid CNN-HMM.

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"Enhanced Performance Analysis of Lip Reading System With Improved SURF", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 2, page no.f785-f793, February-2023, Available :http://www.jetir.org/papers/JETIR2302585.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Enhanced Performance Analysis of Lip Reading System With Improved SURF", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 2, page no. ppf785-f793, February-2023, Available at : http://www.jetir.org/papers/JETIR2302585.pdf

Publication Details

Published Paper ID: JETIR2302585
Registration ID: 509422
Published In: Volume 10 | Issue 2 | Year February-2023
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.33238
Page No: f785-f793
Country: Mysuru, Karnataka, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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