TY - GEN
T1 - Border Control by Multi-biometric Identification using Face and Ear images
AU - Thenuwara, Susara S.
AU - Premachandra, Chinthaka
AU - Kawanaka, Hiroharu
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Biometrics are critical authorization method in border control areas such as airports. This study explores the usage of the ear and face biometric for verification at the physical appearance of the border points and indicates experimental results collected on a newly made database containing four hundred and twenty images. The images have been taken through a quality module for the purpose of reducing the False Rejection Rate. The approach that was used is The Principal Component Analysis (PCA) that is 'eigen ear' for obtaining the recognition rate of 89.3%. After the ear was fused with face biometric, there was an improvement in the recognition. The fusion is done at the level of decision making, hitting a recognition of 97.1%, which is an improvement of 8.2%.
AB - Biometrics are critical authorization method in border control areas such as airports. This study explores the usage of the ear and face biometric for verification at the physical appearance of the border points and indicates experimental results collected on a newly made database containing four hundred and twenty images. The images have been taken through a quality module for the purpose of reducing the False Rejection Rate. The approach that was used is The Principal Component Analysis (PCA) that is 'eigen ear' for obtaining the recognition rate of 89.3%. After the ear was fused with face biometric, there was an improvement in the recognition. The fusion is done at the level of decision making, hitting a recognition of 97.1%, which is an improvement of 8.2%.
KW - Biometric authentication
KW - border control
KW - image processing
UR - http://www.scopus.com/inward/record.url?scp=85134082433&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85134082433&partnerID=8YFLogxK
U2 - 10.1109/ICIPRob54042.2022.9798746
DO - 10.1109/ICIPRob54042.2022.9798746
M3 - Conference contribution
AN - SCOPUS:85134082433
T3 - 2022 2nd International Conference on Image Processing and Robotics, ICIPRob 2022
BT - 2022 2nd International Conference on Image Processing and Robotics, ICIPRob 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Conference on Image Processing and Robotics, ICIPRob 2022
Y2 - 12 March 2022 through 13 March 2022
ER -