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Title: :  FACIAL EMOTION RECOGNITION SYSTEM
PaperId: :  13339
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 6 2020
DUI:    16.0415/IJARIIE-13339
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
JITHIN P SAJEEVANLRDC, Lithoera Technologies, Bengaluru
SANDARYA PAULLithoera Technologies, Bengaluru
Megha SinghAcharya Institute of Technology/ VTU, Karnataka, India
Shouhaddo PauBrindavan college of engineering, Bangalore
Shiva Kant SharmaAcharya Institute of Technology, Bangalore

Abstract

Computer Engineering
Convolutional neural networks(CNN), Emotion recognition (ER), Facial emotion recognition(FER), Machine Learning(ML), Computer Vision (CV)
This digital era involves technology for everything, right from day to day communication to doing complicated stents which even humans cannot do. Communication among humans is done by speaking, using sign languages, displaying emotions, or by body gesturing. To do any kind of communication or to express feelings, the most important role is played by expressions. Facial expressions are the most effective way to express one's emotions or feelings. Hence it becomes one of the most important and interesting fields to work with. Though it has always been a very easy task for humans to recognize emotions, it is quite challenging for computers to do so. With the advancement in ML and CV, it is now possible to recognize the emotions from images or live videos. Here, the technique used is called facial emotion recognition using convolutional neural networks (FERC). Using an aggregate of modern deep CNN and FER2013 [1] dataset, the test accuracy of 67.7% was obtained, outperforming many previous works without requiring additional training data or face registration.[2].

Citations

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IJARIIE JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, and Shiva Kant Sharma. "FACIAL EMOTION RECOGNITION SYSTEM" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 6 2020 Page 2370-2373
MLA JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, and Shiva Kant Sharma. "FACIAL EMOTION RECOGNITION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 6.6(2020) : 2370-2373.
APA JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, & Shiva Kant Sharma. (2020). FACIAL EMOTION RECOGNITION SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education, 6(6), 2370-2373.
Chicago JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, and Shiva Kant Sharma. "FACIAL EMOTION RECOGNITION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 6 (2020) : 2370-2373.
Oxford JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, and Shiva Kant Sharma. 'FACIAL EMOTION RECOGNITION SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, 2020, p. 2370-2373. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/FACIAL_EMOTION_RECOGNITION_SYSTEM_ijariie13339.pdf (Accessed : 18 October 2022).
Harvard JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, and Shiva Kant Sharma. (2020) 'FACIAL EMOTION RECOGNITION SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, 6(6), pp. 2370-2373IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/FACIAL_EMOTION_RECOGNITION_SYSTEM_ijariie13339.pdf (Accessed : 18 October 2022)
IEEE JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, and Shiva Kant Sharma, "FACIAL EMOTION RECOGNITION SYSTEM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, pp. 2370-2373, Nov-Dec 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/FACIAL_EMOTION_RECOGNITION_SYSTEM_ijariie13339.pdf [Accessed : 18 October 2022].
Turabian JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, and Shiva Kant Sharma. "FACIAL EMOTION RECOGNITION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 6 (18 October 2022).
Vancouver JITHIN P SAJEEVAN, SANDARYA PAUL, Megha Singh, Shouhaddo Pau, and Shiva Kant Sharma. FACIAL EMOTION RECOGNITION SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 18 October 2022]; 6(6) : 2370-2373. Available from: https://ijariie.com/AdminUploadPdf/FACIAL_EMOTION_RECOGNITION_SYSTEM_ijariie13339.pdf
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