Facial Expression Recognition Utilizing Local Direction-Based Robust Features and Deep Belief Network

Facial Expression Recognition Utilizing Local Direction-Based Robust Features and Deep Belief Network

Emotional health plays very vital role to improve people's quality of lives, especially for the elderly. Negative emotional states can lead to social or mental health problems. To cope with emotional health problems caused by negative emotions in daily life, we propose efficient facial expressi...

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Bibliographic Details
Main Authors: Md. Zia Uddin, Mohammad Mehedi Hassan, Ahmad Almogren, Atif Alamri, Majed Alrubaian, Giancarlo Fortino
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Facial expressions recognition (FER)
deep belief network (DBN)
depth image
generalized discriminant analysis (GDA)
local directional pattern (LDP)
principal component analysis (PCA)
Online Access:https://ieeexplore.ieee.org/document/7867858/

Internet

https://ieeexplore.ieee.org/document/7867858/

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