A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS

Prachi Dubey; Oshi Dubey; Shalu Mishra; Shubhee Tiwari

A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS

November 2022

Vol-8, Issue-6

Paper ID: 18689

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science

Keywords

Facial Recognition- CNN Deep Learning Pooling Soft max Activation Scope Artificial intelligence ANN RNN Eigenfaces

Abstract

Face detection system is a computer programme that can track, recognise, or categorise human faces from an image or video taken with a camera.Facial expression detection is a topic of great interest in most fields from AI. It is the method of how we differentiate human face using algorithm. This method is generally used for identification and security purpose. Facial expression recognition software aims to recognize basic human emotions using different algorithms like OPENCV, KERAS, CNN implemented by using Python. It involves two phases: Face detection and Face recognition. Here the software takes real-time input, capture it and classify it according to various emotions and produces output. Expression is key to understanding human thoughts, actions, and emotions. The manually compiled image datasets are used to train and evaluate the model.

License

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Author Information

#	Name	Institute / Affiliation
1	Prachi Dubey	Institute of Technology and Management, GIDA, Gorakhpur
2	Oshi Dubey	Institute of Technology and Management, GIDA, Gorakhpur
3	Shalu Mishra	Institute of Technology and Management, GIDA, Gorakhpur
4	Shubhee Tiwari	Institute of Technology and Management, GIDA, Gorakhpur

How to Cite

Use the following formats to cite this article in your research.

APA Style

Dubey, Prachi, Dubey, Oshi, Mishra, Shalu, & Tiwari, Shubhee (2022). A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS. International Journal of Advance Research and Innovative Ideas In Education, 8(6), 796-800.

MLA Style

Dubey, Prachi, et al. "A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 6, 2022, pp. 796-800.

IEEE Style

Prachi Dubey, Oshi Dubey, Shalu Mishra, and Shubhee Tiwari, "A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 6, pp. 796-800, 2022.

Vancouver Style

Dubey Prachi, Dubey Oshi, Mishra Shalu, Tiwari Shubhee. A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(6):796-800.

Harvard Style

Dubey, Prachi, Dubey, Oshi, Mishra, Shalu, & Tiwari, Shubhee (2022) 'A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS', International Journal of Advance Research and Innovative Ideas In Education, 8(6), pp. 796-800.

Chicago Style

Dubey, Prachi, et al. "A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS." International Journal of Advance Research and Innovative Ideas In Education 8, no. 6 (2022): 796-800.

Turabian Style

Dubey, Prachi, et al. "A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKS." International Journal of Advance Research and Innovative Ideas In Education 8, no. 6 (2022): 796-800.