2019
DOI: 10.3844/jcssp.2019.1833.1841
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Fusion of Features and Extreme Learning Machine for Facial Expression Recognition

Abstract: Human emotion is highly correlated to facial expressions. Due to its growing demand in different sectors, an emotion recognition method is proposed through recognizing facial expressions. The input image is preprocessed and then the resulting image is segmented into four facial expression regions following the newly proposed segmentation method. Histogram of Oriented Gradients (HOG) and Local Binary Patterns (LBP) are fused to extract the necessary features from the four segmented parts. The dimension of the f… Show more

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Cited by 3 publications
(2 citation statements)
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“…Literature Jan et al ( 2018 ) defines six basic terms of “anger,” “disgust,” “fear,” “happiness,” “sadness,” and “surprise,” followed by the expression of “contempt.” Facial expression recognition is a traditional problem in computer vision and an essential part of artificial intelligence technology. It has gradually attracted more and more attention, and scholars have proposed a large number of new methods (Islam and Hossain, 2019 ).…”
Section: Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…Literature Jan et al ( 2018 ) defines six basic terms of “anger,” “disgust,” “fear,” “happiness,” “sadness,” and “surprise,” followed by the expression of “contempt.” Facial expression recognition is a traditional problem in computer vision and an essential part of artificial intelligence technology. It has gradually attracted more and more attention, and scholars have proposed a large number of new methods (Islam and Hossain, 2019 ).…”
Section: Introductionmentioning
confidence: 99%
“…Facial expression recognition is a traditional problem in computer vision and an essential part of artificial intelligence technology. It has gradually attracted more and more attention, and scholars have proposed a large number of new methods (Islam and Hossain, 2019).…”
mentioning
confidence: 99%