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http://poseidon.csd.auth.gr/papers/PUBLISHED/JOURNAL/pdf/Kotsia07a.pdf
an input to a novel multi-class Support Vector Machine (SVM) system of classiers, that are used to recognize either the six basic facial expressions or a set of chosen Facial Action Units (FAUs). The results on the Cohn-Kanade database show a recognition accuracy of 99.7% for facial expression recognition using the proposed multi-class
https://link.springer.com/article/10.1007/s00500-017-2634-3
May 19, 2017 · This paper presents a novel facial expression recognition (FER) technique based on support vector machine (SVM) for the FER. Here it is called the FERS technique. First, the FERS technique develops a face detection method that combines the Haar-like features method with the self-quotient image (SQI) filter.Cited by: 19
http://www.cs.cmu.edu/~cga/behavior/FER-SVM-ICMIpaper.pdf
Real Time Facial Expression Recognition in Video using Support Vector Machines Philipp Michel Computer Laboratory ... Facial expression analysis, support vector machines, feature tracking, emotion classification, affective user interfaces. ... 5.1 Support Vector Machine Overview Machine learning algorithms receive input data during a
https://core.ac.uk/download/pdf/78388752.pdf
AUTOMATIC AND PERSON-INDEPENDENT DETECTION OF 3D FACIAL EXPRESSIONS USING ENHANCED SUPPORT VECTOR MACHINE WITH PROBABILITY ESTIMATION by AMAL ABDULAZIZ ABDULLAH Thesis submitted in fulfilment of the requirements for …
http://www.cs.cmu.edu/~pmichel/publications/Michel-FacExpRecSVMAbstract.pdf
Facial Expression Recognition Using Support Vector Machines Philipp Michel and Rana El Kaliouby Computer Laboratory University of Cambridge Cambridge CB3 0FD, U.K. [email protected], [email protected] 1 Introduction Human beings naturally and intuitively use facial expression as an important and powerful
https://link.springer.com/article/10.1007/s11042-016-3428-9
Mar 18, 2016 · Facial expressions convey nonverbal cues which play an ... Facial points Geometric features AdaBoost Extreme learning machine Support vector machines Facial expression ... (2007) Facial expression recognition in image sequence using geometric deformation features and support vector machines. IEEE Trans Image Process 16:172 ...Cited by: 22
https://link.springer.com/chapter/10.1007/978-3-642-30126-1_78
Abstract. In this paper a new facial expression recognition method via fuzzy support vector machines (FSVM) is presented. We extract the local binary patterns (LBP) features for facial representation, and then employ FSVM to conduct facial expression recognition.Cited by: 4
https://pdfs.semanticscholar.org/9bf2/c915943cb74add761ec4636f323337022a97.pdf
judge the best kernel for facial expression recognition. Keywords Facial Expression, Support Vector Machine, Emotion Detection 1. INTRODUCTION Facial expression is a natural way of conveying social information without words between humans. Facial Expression Recognition (FER) is …
https://link.springer.com/article/10.1007/s00500-011-0721-4
May 01, 2011 · In this paper, we present a method for automatic recognition of facial expressions from face images by providing discrete wavelet transform features to a bank of seven parallel support vector machines (SVMs). Each SVM is trained to recognize a particular facial expression, so that it is most sensitive to that expression.Cited by: 20
http://www.enggjournals.com/ijet/docs/IJET17-09-06-088.pdf
EMOTIONAL BASED FACIAL EXPRESSION RECOGNITION USING SUPPORT VECTOR MACHINE V. Sathya 1 T.Chakravarthy 2 1 Research Scholar, A.V.V.M .Sri Pushpam College,Poondi,Tamilnadu,India. 2 Associate Professor, Dept.of Computer Science, A.V.V.M Sri Pushpam College,Poondi,Tamilnadu,India. Abstract - Automatic facial expression recognition (FER) is an …
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