Advanced Sensing in Image Processing and IoT

5 Theory, Practical Concepts, Strategies and Methods for Emotion Recognition

DOI: 10.1201/9781003221333-5

Varsha K. Patil, Vijaya Pawar, Vaishnavi Vajirkar, Vedita Kharabe, Nimisha Gutte, and Mustafa Sameer

Contents

5.1 Introduction

5.1.1 Human Behavior and Emotions

5.2 Emotion Recognition and Its Types

5.2.1 Types of Emotion Recognition

5.2.2 Literature Review

5.3 Technologies Used In Emotion Recognition:

5.3.1 Image Processing

5.3.1.1 Benefits of Image Processing

5.3.2 OpenCV

5.3.3 Python

5.3.4 Deep Learning and Convolutional Neural Networks

5.4 Methodology

5.4.1 Hands on Approach of Emotion Recognition with CNN

5.4.1.1 Data Source

5.4.1.2 Preprocessing

5.4.1.3 Convolutional Neural Network (CNN) Setup

5.4.1.4 Model Training

5.4.2 Emotion ...