UGC Approved Journal no 63975(19)
New UGC Peer-Reviewed Rules

ISSN: 2349-5162 | ESTD Year : 2014
Volume 13 | Issue 3 | March 2026

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Published in:

Volume 6 Issue 3
March-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIRAK06057


Registration ID:
200974

Page Number

301-304

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Title

A LITERATURE REVIEW ON REGION BASED ROBUST FACIAL EXPRESSION ANALYSIS

Abstract

Facial emotion recognition is becoming increasingly popular in a progressive research area and it plays a major role in Human-Computer-Interaction. In the real-world conditions, it faces many challenges, i.e., illumination changes, large pose variations and partial or full occlusions, which cause different facial areas with different sharpness and completeness. Inspired by this fact, Based on partial faces facial expression recognition is been focused. Here, we compare contribution of seven facial areas of low resolution images, including nose areas, mouth areas, eyes areas, nose to mouth areas, nose to eyes areas, mouth to eyes areas and the whole face areas. In this, we find that mouth regions contain much emotional information compared with nose areas and eyes areas through analysis on the confusion matrix and the class activation map. In Existing system it doesn’t identify exact emotion of a person. In this proposed algorithm we take the larger facial areas, hybrid extraction feature and CNN classification. In this paper we present literature survey to compare the efficiencies with Other Recognition Techniques with different approaches.

Key Words

Facial emotion recognition, Facial areas, Class activation map, Confusion matrix

Cite This Article

"A LITERATURE REVIEW ON REGION BASED ROBUST FACIAL EXPRESSION ANALYSIS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 3, page no.301-304, March-2019, Available :http://www.jetir.org/papers/JETIRAK06057.pdf

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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 LITERATURE REVIEW ON REGION BASED ROBUST FACIAL EXPRESSION ANALYSIS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 3, page no. pp301-304, March-2019, Available at : http://www.jetir.org/papers/JETIRAK06057.pdf

Publication Details

Published Paper ID: JETIRAK06057
Registration ID: 200974
Published In: Volume 6 | Issue 3 | Year March-2019
DOI (Digital Object Identifier):
Page No: 301-304
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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