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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	2014 Seventh International Conference on Contemporary Computing (IC3) S. 99 - 104
Hauptverfasser:	Kumar, Varun, Nandi, G. C., Kala, Rahul
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.08.2014
Schlagworte:	Autoencoders Cost function Deep learning Feature extraction Gesture recognition Neurons Noise reduction Static hand gesture recognition Training Vectors
ISBN:	1479951722, 9781479951727
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!