UGC Approved Journal no 63975(19)

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

Volume 9 Issue 5
May-2022
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2205689


Registration ID:
402647

Page Number

f784-f796

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Title

FACIAL EXPRESSION RECOGNITION SYSTEM USING CNN

Abstract

A Facial expression is the visible manifestation of the affective state, cognitive activity, intention, personality and psychopathology of a person and plays a communicative role in interpersonal relations. Automatic recognition of facial expressions can be an important component of natural human-machine interfaces; it may also be used in behavioral science and in clinical practice. An automatic Facial Expression Recognition system needs to perform detection and location of faces in a cluttered scene, facial feature extraction, and facial expression classification. Facial expression recognition system is implemented using Convolution Neural Network (CNN). CNN model of the project is based on LeNet Architecture. Kaggle facial expression dataset with seven facial expression labels as happy, sad, surprise, fear, anger, disgust, and neutral is used in this project.

Key Words

Facial expression, Convolution Neural Network (CNN), Happy, Sad, Anger, Neutral

Cite This Article

"FACIAL EXPRESSION RECOGNITION SYSTEM USING CNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 5, page no.f784-f796, May-2022, Available :http://www.jetir.org/papers/JETIR2205689.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

"FACIAL EXPRESSION RECOGNITION SYSTEM USING CNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 5, page no. ppf784-f796, May-2022, Available at : http://www.jetir.org/papers/JETIR2205689.pdf

Publication Details

Published Paper ID: JETIR2205689
Registration ID: 402647
Published In: Volume 9 | Issue 5 | Year May-2022
DOI (Digital Object Identifier):
Page No: f784-f796
Country: Coimbatore, TamilNadu, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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