A Modified Active Appearance Model Based on an Adaptive Artificial Bee Colony
Joint Authors
Sheikh Abdullah, Siti Norul Huda
Othman, Zulaiha Ali
Abdulameer, Mohammed Hasan
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-08-05
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Active appearance model (AAM) is one of the most popular model-based approaches that have been extensively used to extract features by highly accurate modeling of human faces under various physical and environmental circumstances.
However, in such active appearance model, fitting the model with original image is a challenging task.
State of the art shows that optimization method is applicable to resolve this problem.
However, another common problem is applying optimization.
Hence, in this paper we propose an AAM based face recognition technique, which is capable of resolving the fitting problem of AAM by introducing a new adaptive ABC algorithm.
The adaptation increases the efficiency of fitting as against the conventional ABC algorithm.
We have used three datasets: CASIA dataset, property 2.5D face dataset, and UBIRIS v1 images dataset in our experiments.
The results have revealed that the proposed face recognition technique has performed effectively, in terms of accuracy of face recognition.
American Psychological Association (APA)
Abdulameer, Mohammed Hasan& Sheikh Abdullah, Siti Norul Huda& Othman, Zulaiha Ali. 2014. A Modified Active Appearance Model Based on an Adaptive Artificial Bee Colony. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-16.
https://search.emarefa.net/detail/BIM-1051461
Modern Language Association (MLA)
Abdulameer, Mohammed Hasan…[et al.]. A Modified Active Appearance Model Based on an Adaptive Artificial Bee Colony. The Scientific World Journal No. 2014 (2014), pp.1-16.
https://search.emarefa.net/detail/BIM-1051461
American Medical Association (AMA)
Abdulameer, Mohammed Hasan& Sheikh Abdullah, Siti Norul Huda& Othman, Zulaiha Ali. A Modified Active Appearance Model Based on an Adaptive Artificial Bee Colony. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-16.
https://search.emarefa.net/detail/BIM-1051461
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1051461