Fast Face-Recognition Optical Parallel Correlator Using High Accuracy Correlation Filter

被引:0
|
作者
Eriko Watanabe
Kashiko Kodate
机构
[1] Japan Women's University,Department of Mathematical and Physical Science
来源
Optical Review | 2005年 / 12卷
关键词
VanderLugt correlator; face recognition; high accuracy; correlation filter; optical parallel correlator;
D O I
暂无
中图分类号
学科分类号
摘要
We designed and fabricated a fully automatic fast face recognition optical parallel correlator [E. Watanabe and K. Kodate: Appl. Opt. 44 (2005) 5666] based on the VanderLugt principle. The implementation of an as-yet unattained ultra high-speed system was aided by reconfiguring the system to make it suitable for easier parallel processing, as well as by composing a higher accuracy correlation filter and high-speed ferroelectric liquid crystal-spatial light modulator (FLC-SLM). In running trial experiments using this system (dubbed FARCO), we succeeded in acquiring remarkably low error rates of 1.3% for false match rate (FMR) and 2.6% for false non-match rate (FNMR). Given the results of our experiments, the aim of this paper is to examine methods of designing correlation filters and arranging database image arrays for even faster parallel correlation, underlining the issues of calculation technique, quantization bit rate, pixel size and shift from optical axis. The correlation filter has proved its excellent performance and higher precision than classical correlation and joint transform correlator (JTC). Moreover, arrangement of multi-object reference images leads to 10-channel correlation signals, as sharply marked as those of a single channel. This experiment result demonstrates great potential for achieving the process speed of 10000 face/s.
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页码:460 / 466
页数:6
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