International Journal of Engineering Research in Electrical and Electronic Engineering(IJEREEE)

Monthly Journal for Electrical and Electronic Engineering

International Journal of Engineering Research in Electrical and Electronic Engineering

Volume3 ,January 2016.

Volume3,January 2016,

Topic : Static Hand Gesture Detection and Classification Using Contour Based Fourier Descriptor

Authors:Mrs.Anjali R.Patil || Dr. Mrs. S. Subbaraman

Abstract:Hand gesture recognition is a vital task as its application ranges from human-machine interface to sign language recognition. This paper present the empirical results of static hand gesture detection based on well known technique used for shape detection using Fourier Descriptors (FDs). Fourier descriptors are important features for the classification of two-dimensional connected shapes. Further the classification is done using multiclass Support Vector Machine (SVM). The performance is evaluated on Sebstian Marcel Database and qualified to provide average classification accuracy of 93%..

Keywords: Static hand gesture, Fourier Descriptors, Support Vector Machine, Classification Accuracy.

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DOI: 01.1617/vol2iss1pid040


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Editor-in-Chief

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Editor-in-Chief
Dr.Krzysztof Chwastek
Associate Professor,
Czestochowa University of Technology, Polland.


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IMPACT FACTOR: 3.784

ISSN(Online): 2395-2717

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Thomson Reuters ID : q-6288-2016.
ORCiD Research ID : 0000-0001-9540-6799

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Journal Code : IJEREEE
Electronic ISSN : 2395-2717
Impact Factor : 3.784
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