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Call for Papers:Vol.12 Issue.2

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Title: :  Facial Expression Emotion Detection Using Facial Images
PaperId: :  16703
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16703
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Devendra Kumar R.NSri Ramakrishna Institute Of Technology
Arunprakash CSri Ramakrishna Institute Of Technology
Balaji N.SSri Ramakrishna Institute Of Technology
Jenifer SSri Ramakrishna Institute Of Technology

Abstract

Computer Engineering
Expression Detection,Health Monitoring,Emotion Detection
Emotion care for human well-being is important for all ages. Automatic emotion recognition plays a crucial role in various fields such as healthcare, human-computer interaction (HCI) and security and defense. Capturing the dynamics of facial expression progression in video is an essential and challenging task for facial expression recognition (FER). In this project, we propose a new low-cost and multi-user framework for emotion care system based on big data analysis for patient feelings, where emotion is detected in terms of facial expression. The system works with deep learning techniques on emotional big data to extract emotional features and recognize six kinds (e.g., angry, disgust, fear, happy, sad, surprise, and neutral) of facial expressions in real-time and offline. In addition, a new dataset for emotion recognition is collected to train the DCNN model. A deep convolutional neural network (DCNN) is further applied to the whole facial observation to learn the global characteristics of six different expressions. And the performed facial expression and predicted results can be saved into device to help cares to observe facial expressions of patients at any time and provide better suggestions to patients.

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IJARIIE Devendra Kumar R.N, Arunprakash C, Balaji N.S, and Jenifer S. "Facial Expression Emotion Detection Using Facial Images" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 1054-1064
MLA Devendra Kumar R.N, Arunprakash C, Balaji N.S, and Jenifer S. "Facial Expression Emotion Detection Using Facial Images." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 1054-1064.
APA Devendra Kumar R.N, Arunprakash C, Balaji N.S, & Jenifer S. (2022). Facial Expression Emotion Detection Using Facial Images. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 1054-1064.
Chicago Devendra Kumar R.N, Arunprakash C, Balaji N.S, and Jenifer S. "Facial Expression Emotion Detection Using Facial Images." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 1054-1064.
Oxford Devendra Kumar R.N, Arunprakash C, Balaji N.S, and Jenifer S. 'Facial Expression Emotion Detection Using Facial Images', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 1054-1064. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Facial_Expression_Emotion_Detection_Using_Facial_Images_ijariie16703.pdf (Accessed : ).
Harvard Devendra Kumar R.N, Arunprakash C, Balaji N.S, and Jenifer S. (2022) 'Facial Expression Emotion Detection Using Facial Images', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 1054-1064IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Facial_Expression_Emotion_Detection_Using_Facial_Images_ijariie16703.pdf (Accessed : )
IEEE Devendra Kumar R.N, Arunprakash C, Balaji N.S, and Jenifer S, "Facial Expression Emotion Detection Using Facial Images," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 1054-1064, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Facial_Expression_Emotion_Detection_Using_Facial_Images_ijariie16703.pdf [Accessed : ].
Turabian Devendra Kumar R.N, Arunprakash C, Balaji N.S, and Jenifer S. "Facial Expression Emotion Detection Using Facial Images." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 ().
Vancouver Devendra Kumar R.N, Arunprakash C, Balaji N.S, and Jenifer S. Facial Expression Emotion Detection Using Facial Images. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(3) : 1054-1064. Available from: https://ijariie.com/AdminUploadPdf/Facial_Expression_Emotion_Detection_Using_Facial_Images_ijariie16703.pdf
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