Rotation-invariant color pattern recognition based on the joint fractional Fourier transform correlator

被引:0
作者
Zhang, Yupei [1 ]
Jin, Weimin [1 ]
机构
[1] Zhejiang Normal Univ, Inst Informat Opt, Jinhua 321004, Peoples R China
来源
INFORMATION OPTICS AND PHOTONICS TECHNOLOGIES II | 2008年 / 6837卷
关键词
fractional Fourier transform; joint transform correlator; rotation-invariance; color pattern recognition;
D O I
10.1117/12.755418
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a new system of multi-channel single-output rotation-invariant joint fractional Fourier transform correlator (JFRTC) for color pattern recognition is proposed. Due to the shift-variant property of fractional Fourier transform (FRT), we can obtain three correlation peaks at the output plane which show a pair of cross-correlation peaks that is desired and one autocorrelation peak, so the noise is greatly reduced. The Synthetic discriminate function (SDF) is quoted at the input plane to store the reference images to realize rotation-invariant recognition. To optimize the correlation peaks, the joint power spectrum is binarized to perform Fourier transform. The theoretical analysis and optical experiments are discussed in detail. Experimental results are presented to demonstrate the ability of this system.
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页数:11
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