Facial Emotion Recognition using Convolution Neural Network
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2021, Vol 5, Issue 3
Abstract
Facial expression plays a major role in every aspect of human life for communication. It has been a boon for the research in facial emotion with the systems that give rise to the terminology of human computer interaction in real life. Humans socially interact with each other via emotions. In this research paper, we have proposed an approach of building a system that recognizes facial emotion using a Convolutional Neural Network CNN which is one of the most popular Neural Network available. It is said to be a pattern recognition Neural Network. Convolutional Neural Network reduces the dimension for large resolution images and not losing the quality and giving a prediction output whats expected and capturing of the facial expressions even in odd angles makes it stand different from other models also i.e. it works well for non frontal images. But unfortunately, CNN based detector is computationally heavy and is a challenge for using CNN for a video as an input. We will implement a facial emotion recognition system using a Convolutional Neural Network using a dataset. Our system will predict the output based on the input given to it. This system can be useful for sentimental analysis, can be used for clinical practices, can be useful for getting a persons review on a certain product, and many more. Raheena Bagwan | Sakshi Chintawar | Komal Dhapudkar | Alisha Balamwar | Prof. Sandeep Gore "Facial Emotion Recognition using Convolution Neural Network" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-3 , April 2021, URL: https://www.ijtsrd.com/papers/ijtsrd39972.pdf Paper URL: https://www.ijtsrd.com/computer-science/artificial-intelligence/39972/facial-emotion-recognition-using-convolution-neural-network/raheena-bagwan
Authors and Affiliations
Raheena Bagwan | Sakshi Chintawar | Komal Dhapudkar | Alisha Balamwar | Prof. Sandeep Gore
Keywords
Related Articles
- EP ID EP695295
- DOI -
- Views 118
- Downloads 0
Evaluation of Feasibility of Interlinking of Rivers for Environmental Protection
Interlinking of Rivers aims to link India's major river system by a network of reservoirs and canals so as to reduce persistent floods in some parts and water deficit in other parts of the country. The proposal is broadl...
Corporate Governance under the Provisions of the Companies Act, 2013
Corporate Governance is the set of policies that are created for deciding a companys performance and direction. It is an overview of rules and regulations for the executives of an incorporated firm. They are the ones who...
A Study of RSA Algorithm in Cryptography
RSA RivestShamirAdleman is an algorithm used by modern computers to encrypt and decrypt messages. The purpose of the paper is how to produce two different keys. This is also called public key cryptography, because one of...
Story Telling Folk Songs Related to Assamese Folktales An Introduction
Assamese folk literature is very rich from the component of folk songs. There are many songs related to Assamese folktales. These story telling folk songs are part of the scope of Assamese folk songs. Lakshminath Bezbaru...
Implementation and Performance Evaluation of Neural Network for English Alphabet Recognition System
One of the most classical applications of the Artificial Neural Network is the character recognition system. This system is the base for many different types of applications in various fields, many of which are used in d...