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Published in:

Volume 7 Issue 7
July-2020
eISSN: 2349-5162

Unique Identifier

JETIR2007095

Page Number

775-780

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Title

advanced techniques to detection of facial emotions by using CNN & GF

ISSN

2349-5162

Cite This Article

"advanced techniques to detection of facial emotions by using CNN & GF", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 7, page no.775-780, July-2020, Available :http://www.jetir.org/papers/JETIR2007095.pdf

Abstract

ABSTRACT- In psychological problems the feelings in the human face have an excellence influence in the decision taking and arguments passing in various matters. The emotions can be classified into six categories which are: surprise, fear, disgust, angry, happy and sad. Automatically extraction of those emotions or feelings from the facial images that will helps us to human computer interaction and also many other applications. The machine learning algorithms and particularly deep learning network can learn difficult features and divide the extracted forms. During in this system a deep learning Based network is implemented for recognising the human facial emotions. The proposed network uses the advanced feature is Gabor filters for feature extraction and then convolution network for a facial image classification. The practical result shows the proposed methodology will speed up both training process of CNN and therefore detecting accuracy.

Key Words

CNN, gabor filters, facial emotion recognition

Cite This Article

"advanced techniques to detection of facial emotions by using CNN & GF", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 7, page no. pp775-780, July-2020, Available at : http://www.jetir.org/papers/JETIR2007095.pdf

Publication Details

Published Paper ID: JETIR2007095
Registration ID: 235068
Published In: Volume 7 | Issue 7 | Year July-2020
DOI (Digital Object Identifier):
Page No: 775-780
ISSN Number: 2349-5162

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Cite This Article

"advanced techniques to detection of facial emotions by using CNN & GF", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 7, page no. pp775-780, July-2020, Available at : http://www.jetir.org/papers/JETIR2007095.pdf




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