A spatial pyramidal decomposition method for ear representation using local dual cross patterns
Joint Authors
Bu Rubah, Husayn
Dughmani, Hakim
al-Bay, Bu Rnan
Masudi, Kamil
Source
Issue
Vol. 15, Issue 4 (31 Dec. 2019), pp.607-625, 19 p.
Publisher
Publication Date
2019-12-31
Country of Publication
Algeria
No. of Pages
19
Main Subjects
Abstract EN
In recent years, several scientific works are oriented to develop optimal ear representation, for ear recognition, which is discriminant, compact, and easy-to-implement to ensure the best performance in terms of accuracy, computation cost, and storage requirement.
In this manner, this paper presents a novel ear representation based on texture analysis framework, which relies mainly on Dual Cross Pattern (DCP) descriptor and Spatial Pyramid Histogram (SPH) method.
The features are extracted using DCP descriptor to capture the textural structure then, the SPH of horizontal ear decomposition is applied to obtain the local information.
The feature vector representations of ear image are constructed by concatenating all normalized histograms calculated at each level of the SPH method.
Experiments conducted on three ear databases (IITDelhi- 1, IIT-Delhi-2 and USTB-1) confirm its performance compared to the recent existing methods.
American Psychological Association (APA)
Dughmani, Hakim& Bu Rubah, Husayn& Masudi, Kamil& al-Bay, Bu Rnan. 2019. A spatial pyramidal decomposition method for ear representation using local dual cross patterns. Journal of Electrical Systems،Vol. 15, no. 4, pp.607-625.
https://search.emarefa.net/detail/BIM-990419
Modern Language Association (MLA)
Dughmani, Hakim…[et al.]. A spatial pyramidal decomposition method for ear representation using local dual cross patterns. Journal of Electrical Systems Vol. 15, no. 4 (2019), pp.607-625.
https://search.emarefa.net/detail/BIM-990419
American Medical Association (AMA)
Dughmani, Hakim& Bu Rubah, Husayn& Masudi, Kamil& al-Bay, Bu Rnan. A spatial pyramidal decomposition method for ear representation using local dual cross patterns. Journal of Electrical Systems. 2019. Vol. 15, no. 4, pp.607-625.
https://search.emarefa.net/detail/BIM-990419
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 624-625
Record ID
BIM-990419