JOURNAL ARTICLE

Real-time Facial Expression Recognition using Convolutional Neural Networks

Vivek Mishra

Year: 2020 Journal:   International Journal for Research in Applied Science and Engineering Technology Vol: 8 (6)Pages: 1389-1394   Publisher: International Journal for Research in Applied Science and Engineering Technology (IJRASET)

Abstract

A facial recognition framework is an innovation fit for distinguishing or checking an individual from an advanced picture or a video outline from a video source. There are different strategies in which facial acknowledgment frameworks work, yet as a rule, they work by looking at chosen facial highlights from given picture with faces inside a database. It is likewise depicted as a Biometric Artificial Intelligence based application that can interestingly distinguish an individual by dissecting designs dependent on the individual's facial surfaces and shape. While at first a type of PC application, it has seen more extensive uses as of late on portable stages and in different types of innovation. Despite the fact that the exactness of facial acknowledgment framework as a biometric innovation is lower than iris acknowledgment and unique mark acknowledgment, it is broadly embraced because of its contact less and non-intrusive procedure. Al and man-made reasoning abilities in the product map recognizable facial highlights numerically, search for designs in the visual information. One of the significant points of interest of facial acknowledgment innovation is safety and security.

Keywords:
Convolutional neural network Computer science Facial expression recognition Pattern recognition (psychology) Facial expression Artificial intelligence Expression (computer science) Speech recognition Facial recognition system

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FWCI (Field Weighted Citation Impact)
8
Refs
0.06
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Topics

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

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