SciELO - Scientific Electronic Library Online

 
vol.18 issue1Effects of Interpolation on Segmentation in Cell ImagingSpeech Enhancement with Local Adaptive Rank-Order Filtering author indexsubject indexsearch form
Home Pagealphabetic serial listing  

Services on Demand

Journal

Article

Indicators

Related links

  • Have no similar articlesSimilars in SciELO

Share


Computación y Sistemas

Print version ISSN 1405-5546

Abstract

P.-MUNOZ, Dania; SILVA MATA, Francisco José; HERNANDEZ, Noslen  and  TALAVERA BUSTAMANTE, Isneri. Functional Data Analysis as an Alternative for the Automatic Biometric Image Recognition: Iris Application. Comp. y Sist. [online]. 2014, vol.18, n.1, pp.111-121. ISSN 1405-5546.  http://dx.doi.org/10.13053/CyS-18-1-2014-022.

Functional data analysis has been a novel option for representing images, since the continuous nature of images is preserved. Image representation using functional data provides significant advantages, being the appreciable reduction of the dimensionality one of the most significant. This paper gives a detailed description of the entire imaging process using the proposed approach. As an example, the representation of iris images through functional data for recognition tasks was used. The paper presents experiments and results of applying this approach to the recognition of iris images, demonstrating its effectiveness.

Keywords : Functional data analysis; Zernike bases; biometric image recognition.

        · abstract in Spanish     · text in English     · English ( pdf )

 

Creative Commons License All the contents of this journal, except where otherwise noted, is licensed under a Creative Commons Attribution License