TechRxiv
emotionRecognitionPaper.pdf (789.69 kB)

A simple multi-feature classification to recognize human emotions in Images

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posted on 16.07.2020 by Navin Ipe
The recognition of emotions via facial expressions is a complex process of piecing together various aspects of each facial feature. Since viewing a single facial feature in isolation may result in an inaccurate recognition of emotion, this paper attempts training neural networks to first identify specific facial features in isolation, and then use the general pattern of expressions on the face to identify the overall emotion. The technique presented is very basic, and can definitely be improved with more advanced techniques that incorporate time
and context.

History

Email Address of Submitting Author

navinipe@gmail.com

ORCID of Submitting Author

https://orcid.org/0000-0002-5570-334X

Submitting Author's Institution

M.S.Ramaiah University of Applied Sciences

Submitting Author's Country

India

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