UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 7
July-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2107629


Registration ID:
313211

Page Number

e963-e968

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Title

A Review on Facial Expression Recognition System using Deep Learning

Abstract

Human emotions are spontaneous and conscious mental states of feeling that are accompanied by physiological changes in the face muscles implying face expression. Some important emotions are happy, sad, anger, disgust, fear, surprise, neutral, etc. In non-verbal communication, facial expressions play a very important role because of the inner feelings of a person that reflect on faces. A lot of studies have been carried out for the computer modeling of human emotion. However, it's far behind the human vision system. In the area of computer vision, academic research in deep learning, specifically research into convolutional neural networks, received a lot of attention with the fast growth of computer hardware & the arrival of the Big Data era. Many researches & studies on emotion recognition & deep learning methods are carried out to identify emotions. This article presents a survey of Face Expression Recognition (FER) methods, including 3 key phases as pre-processing, extraction of features & classification. This survey discusses the many kinds of FER methods followed by categories & methods of emotional recognition. It also gives a brief overview of the deep learning approaches used in the FER classification system for facial emotion.

Key Words

Detecting emotion, Emotion Recognition, Facial emotions. Facial Expression, Facial emotional recognition, Deep learning.

Cite This Article

"A Review on Facial Expression Recognition System using Deep Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 7, page no.e963-e968, July-2021, Available :http://www.jetir.org/papers/JETIR2107629.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A Review on Facial Expression Recognition System using Deep Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 7, page no. ppe963-e968, July-2021, Available at : http://www.jetir.org/papers/JETIR2107629.pdf

Publication Details

Published Paper ID: JETIR2107629
Registration ID: 313211
Published In: Volume 8 | Issue 7 | Year July-2021
DOI (Digital Object Identifier):
Page No: e963-e968
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162


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