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Title: :  A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING
PaperId: :  14308
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14308
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Surbhi SinghArya College of Engineering and IT, Jaipur, Rajasthan
Dr. Vishal ShrivastavArya College of Engineering and IT, Jaipur, Rajasthan
Dr. Akhil PandeyArya College of Engineering and IT, Jaipur, Rajasthan

Abstract

Computer Engineering
expression, machine learning, deep learning, Databases - JAFFE, CK
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.

Citations

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IJARIIE 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 Volume 7 Issue 3 2021 Page 817-824
MLA 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 7.3(2021) : 817-824.
APA Surbhi Singh, Dr. Vishal Shrivastav, & Dr. Akhil Pandey. (2021). A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 817-824.
Chicago 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 7, no. 3 (2021) : 817-824.
Oxford 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, 2021, p. 817-824. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_FACIAL_EXPRESSION_RECOGNITION_USING_MACHINE_LEARNING_ijariie14308.pdf (Accessed : ).
Harvard Surbhi Singh, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. (2021) 'A REVIEW ON FACIAL EXPRESSION RECOGNITION USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 817-824IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_FACIAL_EXPRESSION_RECOGNITION_USING_MACHINE_LEARNING_ijariie14308.pdf (Accessed : )
IEEE 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, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_FACIAL_EXPRESSION_RECOGNITION_USING_MACHINE_LEARNING_ijariie14308.pdf [Accessed : ].
Turabian 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 [Online]. volume 7 number 3 ().
Vancouver 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 [Internet]. 2021 [Cited : ]; 7(3) : 817-824. Available from: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_FACIAL_EXPRESSION_RECOGNITION_USING_MACHINE_LEARNING_ijariie14308.pdf
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