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Title: :  Emotion recognition using facial expressions
PaperId: :  10150
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-10150
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shivani NagalkarShri Ramdeobaba College of Engineering and Management
Shantanu SaliShri Ramdeobaba College of Engineering and Management

Abstract

Electronics Engineering
Emotion recognition, features, Bag-Of-Features (BOF), Histogram of Oriented Gradients (HOG), Support Vector Machines (SVM)
This paper presents emotion recognition using facial expression. Emotion recognition is widely used in industrial applications where emotion of humans are used to derive conclusions on products and detection of suspective behaviour. In this project we have detected seven emotions of humans which are Happiness, Anger, Sadness, Disgust, Neutral, Surprise and fear. We have taken a set of still images, detected the facial region and the features are extracted. Features are extracted using Bag-Of-Features (BOF) and Histogram of Oriented Gradients (HOG). The feature vectors created by these techniques are used to train Support Vector Machines (SVM) and results are verified against a given test input. We have achieved satisfactory results for emotion recognition. We have found that HOG gives a better result the BOF

Citations

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IJARIIE Shivani Nagalkar, and Shantanu Sali. "Emotion recognition using facial expressions" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 3023-3028
MLA Shivani Nagalkar, and Shantanu Sali. "Emotion recognition using facial expressions." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 3023-3028.
APA Shivani Nagalkar, & Shantanu Sali. (2019). Emotion recognition using facial expressions. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 3023-3028.
Chicago Shivani Nagalkar, and Shantanu Sali. "Emotion recognition using facial expressions." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 3023-3028.
Oxford Shivani Nagalkar, and Shantanu Sali. 'Emotion recognition using facial expressions', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 3023-3028. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Emotion_recognition_using_facial_expressions_ijariie10150.pdf (Accessed : 16 January 2025).
Harvard Shivani Nagalkar, and Shantanu Sali. (2019) 'Emotion recognition using facial expressions', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 3023-3028IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Emotion_recognition_using_facial_expressions_ijariie10150.pdf (Accessed : 16 January 2025)
IEEE Shivani Nagalkar, and Shantanu Sali, "Emotion recognition using facial expressions," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 3023-3028, Mar-App 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/Emotion_recognition_using_facial_expressions_ijariie10150.pdf [Accessed : 16 January 2025].
Turabian Shivani Nagalkar, and Shantanu Sali. "Emotion recognition using facial expressions." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 (16 January 2025).
Vancouver Shivani Nagalkar, and Shantanu Sali. Emotion recognition using facial expressions. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 16 January 2025]; 5(2) : 3023-3028. Available from: https://ijariie.com/AdminUploadPdf/Emotion_recognition_using_facial_expressions_ijariie10150.pdf
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