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Intelligent Facial Emotion Recognition System Using Linear Binary Pattern (LBP)

Authors(2):

Khem Singh Solanki, Yatendra Singh Makwana
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Facial expression and recognition is one of the hot topic of recent time as it find application in One or other form such as Bio metric, emotion analysis, image retrieval etc. Different method and technique is adopted for facial and emotion recognition. Emotion recognition is done in basically two parts firstly, pre-processing and secondly post processing parts. Detection and extraction of images from the pre processing parts where as post processing parts aims to extract specific feature from pre-processed image and recognise the facial or emotion of human being. Our aim is to recognize the emotion of human being from seven categories of expression such Sadness, Happy, Fear, Surprise, Angry, Disgust and neutral. For this purpose we used LBP as method for feature extraction and Back propagation as classier for emotion recognition of face expression.

Khem Singh Solanki, Yatendra Singh Makwana

Facial expression and recognition, LBP, Gabor Transformation, Haar Wavelet

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Publication Details

Published in : Volume 3 | Issue 6 | September-October - 2017
Date of Publication Print ISSN Online ISSN
2017-10-31 2395-1990 2394-4099
Page(s) Manuscript Number   Publisher
176-181 IJSRSET173624   Technoscience Academy

Cite This Article

Khem Singh Solanki, Yatendra Singh Makwana, "Intelligent Facial Emotion Recognition System Using Linear Binary Pattern (LBP)", International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 3, Issue 6, pp.176-181, September-October-2017.
URL : http://ijsrset.com/IJSRSET173624.php

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