Comparing Face Emotions with Genetic Algorithm and Particle Swarm Optimization
Main Article Content
Abstract
Emotion recognition in branches facial expressions, vocal, gesture and physiology signal recognition are study. Facial expressions
play an important role in personality communication. In this paper we want similar eye and lip to regular and irregular ellipse. The main purpose
of this paper is introducing a Particle Swarm Optimization (PSO) algorithm to optimize eye and lip ellipse characteristics. Then the performance
two optimization methods including Particle Swarm Optimization (PSO) algorithm and Genetic Algorithm (GA) for this issue will be discussed.
The obtained results show that success rate and running speed in PSO algorithm is better than Genetic algorithm.
Keywords: Feature extraction, Projection profile, Eye and lip ellipse, Particle Swarm Optimization algorithm and Genetic algorithm.
Downloads
Article Details
COPYRIGHT
Submission of a manuscript implies: that the work described has not been published before, that it is not under consideration for publication elsewhere; that if and when the manuscript is accepted for publication, the authors agree to automatic transfer of the copyright to the publisher.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work
- The journal allows the author(s) to retain publishing rights without restrictions.
- The journal allows the author(s) to hold the copyright without restrictions.