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GPSO versus GA in facial emotion detection
(Universiti Malaysia Perlis (UniMAP), 2012-02-27)
We recently proposed a modification to the
widely known Particle Swarm Optimization (PSO)
algorithm so that it can be applied as a method for facial
emotion recognition. We named our proposed modification
to PSO as the ...
Classification of facial emotions using guided particle swarm optimization I
(IPM (P) Ltd., 2009)
This paper presents a novel approach to facial emotion detection using a modified Particle Swarm Optimization algorithm, which we called Guided Particle Swarm Optimization (GPSO). The approach involves tracking the movements ...
Emotion detecting humanoid – the use of GPSO Algorithm
(Universiti Malaysia Perlis (UniMAP), 2010-10-16)
Recently, we implemented a real-time expert
system that receives a live video stream of the face of a
human subject and recognizes any of the six basic facial
emotions expressed by the subject. The expert system ...
Real-time system for facial emotion detection using GPSO algorithm
(Institute of Electrical and Electronics Engineers (IEEE), 2010-10-03)
Particle Swarm Optimization (PSO) algorithm has been widely recognized as an efficient algorithm with applicability is many areas. Recently, we proposed the Guided Particle Swarm Optimization (GPSO) algorithm, which is a ...
Particle Swarm Optimization algorithm for facial emotion detection
(Institute of Electrical and Electronics Engineers (IEEE), 2009-12-16)
Particle Swarm Optimization (PSO) algorithm has been applied and found to be efficient in many searching and optimization related applications. In this paper, we present a modified version of the algorithm that we successfully ...
Facial emotion detection using GPSO and Lucas-Kanade algorithms
(Institute of Electrical and Electronics Engineers (IEEE), 2010-05-11)
Emotion detection is receiving a lot of attention from researchers due to its potentials in improving humancomputer interaction. Recently, we proposed a modification to the Particle Swarm Optimization (PSO) algorithm for ...