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A New Approach for Fingerprint Authentication in Biometric Systems Using BRISK Algorithm

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@article{IJASEIT6239,
   author = {Elaf J. Al Taee and Zainalabideen Abdulsamad},
   title = {A New Approach for Fingerprint Authentication in Biometric Systems Using BRISK Algorithm},
   journal = {International Journal on Advanced Science, Engineering and Information Technology},
   volume = {8},
   number = {5},
   year = {2018},
   pages = {1941--1947},
   keywords = {fingerprint matching; fingerprint retrieving; UPEK; BRISK algorithm; FAST detector; biometric system.},
   abstract = {Now a day, Authentication process in biometric system become most critical task with the expansive of individual information in the world. Where in many current applications, devices and commercial treatments required fingerprint identification process in order to verify the requested services. Most technologies also motivate to this direction. With the increasing of fingerprints uses, there is a need to provide a technique that able to handle the issues that exist in fingerprint acquisition and verification processes. Typically, fingerprint authenticated based on pick small amount of information from some points called Minutiae points. This approach suffers from many issues and provide poor results when the samples of fingerprints are degraded (scale, illumination, direction) changes. However, BRISK algorithm used to handle the previous issues and to extract the significant information from corner points in fingerprint. BRISK is invariant to scale, illumination, and direction changes and its able to pick large number of information when compared with minutiae points. In this paper, BRISK algorithm used based on image based approach, where current recognition matrices are developed and proposed new metrics without need for human interaction. UPEK dataset used to test the performance of proposed system, where the results show high accuracy rate in this dataset. Proposed system evaluated using FAR, FRR, EER and Accuracy and based on selected metrics the proposed system and methodology achieve high accuracy rate than others, and gives a novel modification in authentication task in biometric systems},
   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=6239},
   doi = {10.18517/ijaseit.8.5.6239}
}

EndNote

%A Al Taee, Elaf J.
%A Abdulsamad, Zainalabideen
%D 2018
%T A New Approach for Fingerprint Authentication in Biometric Systems Using BRISK Algorithm
%B 2018
%9 fingerprint matching; fingerprint retrieving; UPEK; BRISK algorithm; FAST detector; biometric system.
%! A New Approach for Fingerprint Authentication in Biometric Systems Using BRISK Algorithm
%K fingerprint matching; fingerprint retrieving; UPEK; BRISK algorithm; FAST detector; biometric system.
%X Now a day, Authentication process in biometric system become most critical task with the expansive of individual information in the world. Where in many current applications, devices and commercial treatments required fingerprint identification process in order to verify the requested services. Most technologies also motivate to this direction. With the increasing of fingerprints uses, there is a need to provide a technique that able to handle the issues that exist in fingerprint acquisition and verification processes. Typically, fingerprint authenticated based on pick small amount of information from some points called Minutiae points. This approach suffers from many issues and provide poor results when the samples of fingerprints are degraded (scale, illumination, direction) changes. However, BRISK algorithm used to handle the previous issues and to extract the significant information from corner points in fingerprint. BRISK is invariant to scale, illumination, and direction changes and its able to pick large number of information when compared with minutiae points. In this paper, BRISK algorithm used based on image based approach, where current recognition matrices are developed and proposed new metrics without need for human interaction. UPEK dataset used to test the performance of proposed system, where the results show high accuracy rate in this dataset. Proposed system evaluated using FAR, FRR, EER and Accuracy and based on selected metrics the proposed system and methodology achieve high accuracy rate than others, and gives a novel modification in authentication task in biometric systems
%U http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=6239
%R doi:10.18517/ijaseit.8.5.6239
%J International Journal on Advanced Science, Engineering and Information Technology
%V 8
%N 5
%@ 2088-5334

IEEE

Elaf J. Al Taee and Zainalabideen Abdulsamad,"A New Approach for Fingerprint Authentication in Biometric Systems Using BRISK Algorithm," International Journal on Advanced Science, Engineering and Information Technology, vol. 8, no. 5, pp. 1941-1947, 2018. [Online]. Available: http://dx.doi.org/10.18517/ijaseit.8.5.6239.

RefMan/ProCite (RIS)

TY  - JOUR
AU  - Al Taee, Elaf J.
AU  - Abdulsamad, Zainalabideen
PY  - 2018
TI  - A New Approach for Fingerprint Authentication in Biometric Systems Using BRISK Algorithm
JF  - International Journal on Advanced Science, Engineering and Information Technology; Vol. 8 (2018) No. 5
Y2  - 2018
SP  - 1941
EP  - 1947
SN  - 2088-5334
PB  - INSIGHT - Indonesian Society for Knowledge and Human Development
KW  - fingerprint matching; fingerprint retrieving; UPEK; BRISK algorithm; FAST detector; biometric system.
N2  - Now a day, Authentication process in biometric system become most critical task with the expansive of individual information in the world. Where in many current applications, devices and commercial treatments required fingerprint identification process in order to verify the requested services. Most technologies also motivate to this direction. With the increasing of fingerprints uses, there is a need to provide a technique that able to handle the issues that exist in fingerprint acquisition and verification processes. Typically, fingerprint authenticated based on pick small amount of information from some points called Minutiae points. This approach suffers from many issues and provide poor results when the samples of fingerprints are degraded (scale, illumination, direction) changes. However, BRISK algorithm used to handle the previous issues and to extract the significant information from corner points in fingerprint. BRISK is invariant to scale, illumination, and direction changes and its able to pick large number of information when compared with minutiae points. In this paper, BRISK algorithm used based on image based approach, where current recognition matrices are developed and proposed new metrics without need for human interaction. UPEK dataset used to test the performance of proposed system, where the results show high accuracy rate in this dataset. Proposed system evaluated using FAR, FRR, EER and Accuracy and based on selected metrics the proposed system and methodology achieve high accuracy rate than others, and gives a novel modification in authentication task in biometric systems
UR  - http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=6239
DO  - 10.18517/ijaseit.8.5.6239

RefWorks

RT Journal Article
ID 6239
A1 Al Taee, Elaf J.
A1 Abdulsamad, Zainalabideen
T1 A New Approach for Fingerprint Authentication in Biometric Systems Using BRISK Algorithm
JF International Journal on Advanced Science, Engineering and Information Technology
VO 8
IS 5
YR 2018
SP 1941
OP 1947
SN 2088-5334
PB INSIGHT - Indonesian Society for Knowledge and Human Development
K1 fingerprint matching; fingerprint retrieving; UPEK; BRISK algorithm; FAST detector; biometric system.
AB Now a day, Authentication process in biometric system become most critical task with the expansive of individual information in the world. Where in many current applications, devices and commercial treatments required fingerprint identification process in order to verify the requested services. Most technologies also motivate to this direction. With the increasing of fingerprints uses, there is a need to provide a technique that able to handle the issues that exist in fingerprint acquisition and verification processes. Typically, fingerprint authenticated based on pick small amount of information from some points called Minutiae points. This approach suffers from many issues and provide poor results when the samples of fingerprints are degraded (scale, illumination, direction) changes. However, BRISK algorithm used to handle the previous issues and to extract the significant information from corner points in fingerprint. BRISK is invariant to scale, illumination, and direction changes and its able to pick large number of information when compared with minutiae points. In this paper, BRISK algorithm used based on image based approach, where current recognition matrices are developed and proposed new metrics without need for human interaction. UPEK dataset used to test the performance of proposed system, where the results show high accuracy rate in this dataset. Proposed system evaluated using FAR, FRR, EER and Accuracy and based on selected metrics the proposed system and methodology achieve high accuracy rate than others, and gives a novel modification in authentication task in biometric systems
LK http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=6239
DO  - 10.18517/ijaseit.8.5.6239