NEURAL NETWORK BASED IDENTIFICATION OF AN EMOTION USING ICA OF HAND GESTURES OF A HUMAN BEING
| Author(s) | : | Dr. Mukesh Patel |
| Institution | : | Department of Mathematics, Uka Tarsadia University, Bardoli |
| Published In | : | Vol. 5, Issue 3 — March 2018 |
| Page No. | : | 1488-1494 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
This paper presents the identification of an emotion of a human being expressed by various Hand Gestureswith respect to that emotion. A complete database of the images of various hand gestures of an individual’s are stored inthe system then, with the use of Mathematical Imaging, step by step process is performed on it. It includes, ImageNormalization, Features Extraction by Independent Component Analysis (ICA) and finally the Classification of handGesture over basic seven emotions Neutral, Happy, Sad, Fear, Anger, Surprise, and Disgust by Neural Network (NN)using Multi-Layer Feed Forward approach with Backpropagation Algorithm.
Dr. Mukesh Patel, “NEURAL NETWORK BASED IDENTIFICATION OF AN EMOTION USING ICA OF HAND GESTURES OF A HUMAN BEING”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 5, Issue 3, pp. 1488-1494, March 2018.
