|
Face verification using local binary pattern–unconstrained minimum average correlation energy correlation filters |
JOSA A, Vol. 29, Issue 8, pp. 1717-1721 (2012)
http://dx.doi.org/10.1364/JOSAA.29.001717
Enhanced HTML 
Acrobat PDF (598 KB)
Abstract
In this paper, we present a novel approach for face verification using local binary pattern (LBP) operators and optical correlation filters. Due to selected filter type and LBP method, different performances would have been expected. We let LBP operate on training images to form local binary pattern–unconstrained minimum average correlation energy (LBP-UMACE) filters as an optical correlation filter to enhance recognition rates and reduce error rates simultaneously. As a result, we demonstrate that the designed filters have better performance compared with UMACE filters. Moreover, the proposed filters are easy to implement and can be used in fast and reliable face verification systems.
© 2012 Optical Society of America
OCIS Codes
(070.0070) Fourier optics and signal processing : Fourier optics and signal processing
(070.4550) Fourier optics and signal processing : Correlators
ToC Category:
Fourier Optics and Signal Processing
History
Original Manuscript: April 2, 2012
Revised Manuscript: June 18, 2012
Manuscript Accepted: June 21, 2012
Published: July 27, 2012
Citation
Mohammadreza Maddah and Saeed Mozaffari, "Face verification using local binary pattern–unconstrained minimum average
correlation energy correlation filters," J. Opt. Soc. Am. A 29, 1717-1721 (2012)
http://www.opticsinfobase.org/josaa/abstract.cfm?URI=josaa-29-8-1717
You do not have subscription access to this journal. Citation lists with outbound citation links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.
Contact your librarian or system administrator
or
Log in to access OSA Member Subscription
You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.
Contact your librarian or system administrator
or
Log in to access OSA Member Subscription
You do not have subscription access to this journal. Figure files are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.
Contact your librarian or system administrator
or
Log in to access OSA Member Subscription
You do not have subscription access to this journal. Article level metrics are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.
Contact your librarian or system administrator
or
Log in to access OSA Member Subscription
Related Journal Articles 
- Optical correlation with totally incoherent light (OL)
- Rotation-Invariant and Controllable Space-Variant Optical Correlation (AO)
- Joint Transform Correlator for Optical Temporal Signals (AO)
- Optical pattern recognition by use of a segmented semiconductor optical amplifier (OL)
- Optical snake-based segmentation processor with a shadow-casting incoherent correlator (OL)
Related Conference Papers
- Shift-Invariant Real-Time Edge-Enhanced VanderLugt Correlator Using Video-Rate Compatible Photorefractive Polymer
- All-Optical Label Recognition Using Tree-Structure Self-Routing Circuits Consisting of Asymmetric X-Junctions
- All-Optical Label Recognition Using Tree-Structure Self-Routing Circuits Consisting of Asymmetric X-Junctions
- Optical Processor Using Waveguide Holograms in Multimode Interference (MMI) Couplers
- Real Time Wideband Optical Processing of S- and X-Band Signals for Advanced Radar Systems
« Previous Article | Next Article »
OSA is a member of 