Emotion Detection Using Facial Recognition

9 Pages Posted: 9 Jul 2020

See all articles by Shivani Patil

Shivani Patil

Govt. College of Engineering, Pune

Prof. Amit Joshi

Govt. College of Engineering, Pune

Gaurav Deore

Govt. College of Engineering, Pune

Anuj Taley

Govt. College of Engineering, Pune

Prof. Suraj Sawant

Govt. College of Engineering, Pune

Date Written: May 15, 2020

Abstract

Humans express their emotions in various ways like body language, speech, facial expressions, etc. We have used facial expressions to detect emotions which are very crucial and have wide applications in machine learning, especially in medical, communication, education, and entertainment fields. Old age health monitoring, Security systems, Psychology and computer vision, Driver fatigue monitoring are few real-world applications of emotion detection. This system aims to recognize seven emotions namely Anger, Sad, Happiness, Surprise, Neutral, Surprise, and Disgust. Our system proposes the Emotion detection of humans using facial expressions with Convolutional Neural Network (CNN). A literature review is carried out to select the best deep learning model. The dominant algorithm applied is CNN. The data-set used is Fer2013 and JAFFE.

Keywords: Emotion Detection, Deep Learning (DL), Convolution Neural Network (CNN)

JEL Classification: C00, L15

Suggested Citation

Patil, Shivani and Joshi, Amit and Deore, Gaurav and Taley, Anuj and Sawant, Suraj, Emotion Detection Using Facial Recognition (May 15, 2020). 2nd International Conference on Communication & Information Processing (ICCIP) 2020, Available at SSRN: https://ssrn.com/abstract=3645477 or http://dx.doi.org/10.2139/ssrn.3645477

Shivani Patil

Govt. College of Engineering, Pune ( email )

Pune, Maharashtra
India

Amit Joshi (Contact Author)

Govt. College of Engineering, Pune ( email )

Pune, Maharashtra
India

Gaurav Deore

Govt. College of Engineering, Pune ( email )

Pune, Maharashtra
India

Anuj Taley

Govt. College of Engineering, Pune ( email )

Pune, Maharashtra
India

Suraj Sawant

Govt. College of Engineering, Pune ( email )

Pune, Maharashtra
India

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