Static hand gesture recognition using stacked Denoising Sparse Autoencoders

With the advent of personal computers, humans have always wanted to communicate with them in either their natural language or by using gestures. This gave birth to the field of Human Computer Interaction and its subfield Automatic Sign Language Recognition. This paper proposes the method of automati...

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Bibliographic Details

Published in:	2014 Seventh International Conference on Contemporary Computing (IC3) pp. 99 - 104
Main Authors:	Kumar, Varun, Nandi, G. C., Kala, Rahul
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.08.2014
Subjects:	Autoencoders Cost function Deep learning Feature extraction Gesture recognition Neurons Noise reduction Static hand gesture recognition Training Vectors
ISBN:	1479951722, 9781479951727
Online Access:	Get full text
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