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Comparative Study of Different Window Sizes Setting in Median Filter for Off-angle Iris Recognition

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@article{IJASEIT3393,
   author = {Rohayanti Hassan and Shahreen Kasim and Nurazrin Mohd Esa and Zalmiyah Zakaria},
   title = {Comparative Study of Different Window Sizes Setting in Median Filter for Off-angle Iris Recognition},
   journal = {International Journal on Advanced Science, Engineering and Information Technology},
   volume = {7},
   number = {5},
   year = {2017},
   pages = {1638--1643},
   keywords = {optimum window size; median filter; off-angle iris recognition},
   abstract = {Iris recognition is one of the most popular biometric recognition that has increased in the number of acceptance user gradually because of the reliability and accuracy provided by this system. However, this accuracy is highly correlated with the quality of iris image captured. Thus, a poor quality of the image captured required an enhancement technique. This study aims to identify the optimum window size for the median filter. Identifying the optimum window size setting required template matching value result of the off-angle iris recognition. The lowest value obtained showed that the window size applied was optimized. The result of this study demonstrated, for WVU-OA dataset for 15 degrees off-angle iris of right and left eyes, the window size of [5 5] and [7 7] respectively are optimum to maximize the median filter function. Meanwhile, for 30 degrees off-angle iris of right and left eyes data, the optimum windows size proposed are [7 7] and [5 5] respectively. On the other hand, analysis using UBIRIS dataset showed that the optimum window size for 30 degrees off-angle iris, both right and left eye is [7 7] which is able to maximize the performance of the median filter. In conclusion, the effective value to be applied to all dataset are [5 5] and [7 7] because in most cases it provides a better template matching compared to without applying the filtering method.},
   issn = {2088-5334},
   publisher = {INSIGHT - Indonesian Society for Knowledge and Human Development},
   url = {http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=3393},
   doi = {10.18517/ijaseit.7.5.3393}
}

EndNote

%A Hassan, Rohayanti
%A Kasim, Shahreen
%A Esa, Nurazrin Mohd
%A Zakaria, Zalmiyah
%D 2017
%T Comparative Study of Different Window Sizes Setting in Median Filter for Off-angle Iris Recognition
%B 2017
%9 optimum window size; median filter; off-angle iris recognition
%! Comparative Study of Different Window Sizes Setting in Median Filter for Off-angle Iris Recognition
%K optimum window size; median filter; off-angle iris recognition
%X Iris recognition is one of the most popular biometric recognition that has increased in the number of acceptance user gradually because of the reliability and accuracy provided by this system. However, this accuracy is highly correlated with the quality of iris image captured. Thus, a poor quality of the image captured required an enhancement technique. This study aims to identify the optimum window size for the median filter. Identifying the optimum window size setting required template matching value result of the off-angle iris recognition. The lowest value obtained showed that the window size applied was optimized. The result of this study demonstrated, for WVU-OA dataset for 15 degrees off-angle iris of right and left eyes, the window size of [5 5] and [7 7] respectively are optimum to maximize the median filter function. Meanwhile, for 30 degrees off-angle iris of right and left eyes data, the optimum windows size proposed are [7 7] and [5 5] respectively. On the other hand, analysis using UBIRIS dataset showed that the optimum window size for 30 degrees off-angle iris, both right and left eye is [7 7] which is able to maximize the performance of the median filter. In conclusion, the effective value to be applied to all dataset are [5 5] and [7 7] because in most cases it provides a better template matching compared to without applying the filtering method.
%U http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=3393
%R doi:10.18517/ijaseit.7.5.3393
%J International Journal on Advanced Science, Engineering and Information Technology
%V 7
%N 5
%@ 2088-5334

IEEE

Rohayanti Hassan,Shahreen Kasim,Nurazrin Mohd Esa and Zalmiyah Zakaria,"Comparative Study of Different Window Sizes Setting in Median Filter for Off-angle Iris Recognition," International Journal on Advanced Science, Engineering and Information Technology, vol. 7, no. 5, pp. 1638-1643, 2017. [Online]. Available: http://dx.doi.org/10.18517/ijaseit.7.5.3393.

RefMan/ProCite (RIS)

TY  - JOUR
AU  - Hassan, Rohayanti
AU  - Kasim, Shahreen
AU  - Esa, Nurazrin Mohd
AU  - Zakaria, Zalmiyah
PY  - 2017
TI  - Comparative Study of Different Window Sizes Setting in Median Filter for Off-angle Iris Recognition
JF  - International Journal on Advanced Science, Engineering and Information Technology; Vol. 7 (2017) No. 5
Y2  - 2017
SP  - 1638
EP  - 1643
SN  - 2088-5334
PB  - INSIGHT - Indonesian Society for Knowledge and Human Development
KW  - optimum window size; median filter; off-angle iris recognition
N2  - Iris recognition is one of the most popular biometric recognition that has increased in the number of acceptance user gradually because of the reliability and accuracy provided by this system. However, this accuracy is highly correlated with the quality of iris image captured. Thus, a poor quality of the image captured required an enhancement technique. This study aims to identify the optimum window size for the median filter. Identifying the optimum window size setting required template matching value result of the off-angle iris recognition. The lowest value obtained showed that the window size applied was optimized. The result of this study demonstrated, for WVU-OA dataset for 15 degrees off-angle iris of right and left eyes, the window size of [5 5] and [7 7] respectively are optimum to maximize the median filter function. Meanwhile, for 30 degrees off-angle iris of right and left eyes data, the optimum windows size proposed are [7 7] and [5 5] respectively. On the other hand, analysis using UBIRIS dataset showed that the optimum window size for 30 degrees off-angle iris, both right and left eye is [7 7] which is able to maximize the performance of the median filter. In conclusion, the effective value to be applied to all dataset are [5 5] and [7 7] because in most cases it provides a better template matching compared to without applying the filtering method.
UR  - http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=3393
DO  - 10.18517/ijaseit.7.5.3393

RefWorks

RT Journal Article
ID 3393
A1 Hassan, Rohayanti
A1 Kasim, Shahreen
A1 Esa, Nurazrin Mohd
A1 Zakaria, Zalmiyah
T1 Comparative Study of Different Window Sizes Setting in Median Filter for Off-angle Iris Recognition
JF International Journal on Advanced Science, Engineering and Information Technology
VO 7
IS 5
YR 2017
SP 1638
OP 1643
SN 2088-5334
PB INSIGHT - Indonesian Society for Knowledge and Human Development
K1 optimum window size; median filter; off-angle iris recognition
AB Iris recognition is one of the most popular biometric recognition that has increased in the number of acceptance user gradually because of the reliability and accuracy provided by this system. However, this accuracy is highly correlated with the quality of iris image captured. Thus, a poor quality of the image captured required an enhancement technique. This study aims to identify the optimum window size for the median filter. Identifying the optimum window size setting required template matching value result of the off-angle iris recognition. The lowest value obtained showed that the window size applied was optimized. The result of this study demonstrated, for WVU-OA dataset for 15 degrees off-angle iris of right and left eyes, the window size of [5 5] and [7 7] respectively are optimum to maximize the median filter function. Meanwhile, for 30 degrees off-angle iris of right and left eyes data, the optimum windows size proposed are [7 7] and [5 5] respectively. On the other hand, analysis using UBIRIS dataset showed that the optimum window size for 30 degrees off-angle iris, both right and left eye is [7 7] which is able to maximize the performance of the median filter. In conclusion, the effective value to be applied to all dataset are [5 5] and [7 7] because in most cases it provides a better template matching compared to without applying the filtering method.
LK http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=3393
DO  - 10.18517/ijaseit.7.5.3393