International Research Journal of Education and Technology

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Detecting Several Facial Emotions Using CNN Algorithm

Author: Dr. B. Rajesh Kumar and Kavya S

Published On: 2024-03-23

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Abstract

Facial expression is a vital component of nonverbal indicators in interpersonal interactions. The Cognitive Emotions AI system determines an individual's emotional state in this way. Our main objective is to develop a reliable system that can identify and track human emotions in real-time programs. There are many universal emotions, such as anger, sadness, love, surprise, fear, scorn, and indifference. The Viola Jones's algorithm is used to extract a face's Haar-cascade features, which completes the facial identification process. Artificial intelligence algorithms are then used to confirm and recognize the emotion. As soon as the system receives a snapshot or frames as input, the model preprocesses it, selects its attributes, and then predicts the image's emotional state.

Keywords: Facial Expressions, Deep Learning, Image Pre-processing, Emotional Intelligence

Keywords
Facial Expressions Deep Learning Image Pre-processing Emotional Intelligence
Article Information
Volume

7

Year

2024

Review Rounds

1

Article Type

Research Article

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