BOOK-CHAPTER

Image Classification Using Deep Neural Networks

Sukanta GhoshAmar Singh

Year: 2021 Advances in medical technologies and clinical practice book series Pages: 75-85   Publisher: IGI Global

Abstract

Facial expression recognition is an activity that is performed by every human in their day-to-day lives. Each one of us analyses the expressions of the individuals we interact with to understand how people interact and respond with us. The malicious intentions of a thief or a person to be interviewed can be recognized with the help of his facial features and gestures. Face recognition from picture or video is a well-known point in biometrics inquiry. Numerous open places, for the most part, have reconnaissance cameras, and these cameras have their noteworthy security incentives. It is generally recognized that face recognition has assumed a significant job in reconnaissance framework. The genuine favorable circumstances of face-based distinguishing proof over different biometrics are uniqueness. Since the human face is a unique item having a high level of inconstancy in its appearance, face location is a troublesome issue in computer vision. This chapter explores emotion detection using facial images.

Keywords:
Biometrics Gesture Face (sociological concept) Computer science Facial expression Artificial intelligence Point (geometry) Facial recognition system Computer vision Pattern recognition (psychology) Mathematics Sociology

Metrics

7
Cited By
1.06
FWCI (Field Weighted Citation Impact)
10
Refs
0.78
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Face recognition and analysis
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Emotion and Mood Recognition
Social Sciences →  Psychology →  Experimental and Cognitive Psychology

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