Society 5.0 and the Future of Emerging Computational Technologies

15 Facial Expression Recognition in Real Time Using Swarm Intelligence and Deep Learning Model

Yogesh Kumar, Shashi Kant Verma, and Sandeep Sharma

DOI: 10.1201/9781003184140-15

CONTENTS

15.1 Introduction

15.2 Related Work

15.3 Data Collection

15.4 Proposed AFER System

15.5 Results and Discussion

15.5.1 Results with Proposed AFER System

15.5.2 Results with Existing AFER Systems

15.5.3 Comparative Analysis

15.6 Conclusion

References

15.1 Introduction

In daily interpersonal communication, people prefer to understand facial expressions over the actual verbal interactions as the evaluation of emotional state through facial expressions can help to better analyze the actual status of a person’s mind. Moreover, boring conversations can’t easily ...