A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING
Abstract & Details
Research Area
Computer Engineering
Keywords
expression
machine learning
deep learning
Databases - JAFFE
CK
Abstract
Human Face expression Recognition is one of the most powerful and challenging tasks in social communication. Generally, face expressions are natural and direct means for human beings to communicate their emotions and intentions. Face expressions are the key characteristics of non-verbal communication. This paper describes the survey of Face Expression Recognition (FER) techniques which include the three major stages such as preprocessing, feature extraction and classification. This survey explains the various types of FER techniques with its major contributions. The performance of various FER techniques is com- pared based on the number of expressions recognized and complexity of algorithms. Databases like JAFFE, CK, and some other variety of facial expression databases are discussed in this survey. The study on classifiers gather from recent papers reveals a more powerful and reliable understanding of the characteristics of classifiers for research fellows.
License
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Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Surbhi Singh | Arya College of Engineering and IT, Jaipur, Rajasthan |
| 2 | Dr. Vishal Shrivastav | Arya College of Engineering and IT, Jaipur, Rajasthan |
| 3 | Dr. Akhil Pandey | Arya College of Engineering and IT, Jaipur, Rajasthan |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Singh, Surbhi, Shrivastav, Dr. Vishal, & Pandey, Dr. Akhil (2021). A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 7(3), 817-824.
MLA Style
Singh, Surbhi, et al. "A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, 2021, pp. 817-824.
IEEE Style
Surbhi Singh, Dr. Vishal Shrivastav, and Dr. Akhil Pandey, "A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, pp. 817-824, 2021.
Vancouver Style
Singh Surbhi, Shrivastav Dr. Vishal, Pandey Dr. Akhil. A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(3):817-824.
Harvard Style
Singh, Surbhi, Shrivastav, Dr. Vishal, & Pandey, Dr. Akhil (2021) 'A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 7(3), pp. 817-824.
Chicago Style
Singh, Surbhi, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. "A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 817-824.
Turabian Style
Singh, Surbhi, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. "A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 817-824.
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