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  Published Paper Details:

  Paper Title

Facial Emotion Detection

  Authors

  Rishabh Kumar,  Prashant Kumar Sonkar

  Keywords

Computer vision, Facial Emotion Recognition, Face Localization, Feature Extraction, Emotion Classification, Deep Learning, Facial Expression, Face Detection

  Abstract


Facial emotions are mirrors of human thoughts and feelings. It provides a wealth of social cues to the viewer, including the focus of attention, intention, feelings,motivation, and emotion. It is regarded as a potent tool of silent communication. Study of these expressions gives a significantly more profound insight into human behavior. AI-based Facial Emotion Recognition (FER) has become one of the essential research topics in recent years, with applications in dynamic analysis, pattern recognition, mental health monitoring, and many more. Expression on human faces have been of special use for understanding the feelings or emotions of a person and it has consistently been a simple affair for peoples, yet accomplishing a similar assignment with a AI- based technique or algorithm is very hard and testing. There are different algorithms and techniques to analyze how human emotions works, which are frequently communicated by face demeanor, could be perceived. This paper provides a comparative study of different strategies and algorithm that have been inspected for detecting emotions on human faces. The study incorporates various forms of literary works and explores led by experts that involves numerous viewpoints identified on facial emotion detection. Such a beginning framework utilizes a rearranged technique called 'Viola Jones Face Detection' for contain of faces and further emotion classification can be achieved using different classifiers. Some other technique Utilizes convolutional neural organizations facial emotion recognition. The technique depends on two-section convolutional neural organization (CNN): initially it eliminates the image background, and the subsequent part focus on the facial component vector extraction. Computer vision has thus paved ways for expression detection through inspecting human faces through various algorithms and techniques.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2207584

  Paper ID - 223779

  Page Number(s) - e453-e470

  Pubished in - Volume 10 | Issue 7 | July 2022

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Rishabh Kumar,  Prashant Kumar Sonkar,   "Facial Emotion Detection", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 7, pp.e453-e470, July 2022, Available at :http://www.ijcrt.org/papers/IJCRT2207584.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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