TY - GEN
T1 - Wavelet-based personal identification
AU - Takano, S.
AU - Niijima, K.
AU - Kuzume, K.
N1 - Publisher Copyright:
© 2003 IEEE.
Copyright:
Copyright 2015 Elsevier B.V., All rights reserved.
PY - 2003
Y1 - 2003
N2 - This work presents a personal identification system based on the learning of the lifting dyadic wavelet filters. Our system consists of face learning, detection, and identification processes. In the learning process, free parameters in the lifting filters are determined so as to capture a facial part. Our face detection method is performed by applying the learned filters to each of the video frames. A person whose face is detected in a maximum number of frames is identified as a target person. In simulation, it is shown that our personal identification algorithm is fast and accurate.
AB - This work presents a personal identification system based on the learning of the lifting dyadic wavelet filters. Our system consists of face learning, detection, and identification processes. In the learning process, free parameters in the lifting filters are determined so as to capture a facial part. Our face detection method is performed by applying the learned filters to each of the video frames. A person whose face is detected in a maximum number of frames is identified as a target person. In simulation, it is shown that our personal identification algorithm is fast and accurate.
UR - http://www.scopus.com/inward/record.url?scp=84948138063&partnerID=8YFLogxK
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U2 - 10.1109/ISSPIT.2003.1341098
DO - 10.1109/ISSPIT.2003.1341098
M3 - Conference contribution
AN - SCOPUS:84948138063
T3 - Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2003
SP - 215
EP - 218
BT - Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2003
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2003
Y2 - 14 December 2003 through 17 December 2003
ER -