Lü Zhan-wei, DENG Chuan-jia. Application of Fourier-Mellin transformation (FMT) in distortion-invariant image recognition[J]. Journal of Applied Optics, 2009, 30(5): 783-786.
Citation: Lü Zhan-wei, DENG Chuan-jia. Application of Fourier-Mellin transformation (FMT) in distortion-invariant image recognition[J]. Journal of Applied Optics, 2009, 30(5): 783-786.
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Application of Fourier-Mellin transformation (FMT) in distortion-invariant image recognition

  • Unit 91550 of PLA,Dalian 116023,China

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  • Fourier-Mellin transformation (FMT) was added in the optical joint transform correlator (JTC) recognition of the rotating and rescaling targets to overcome the low recognition ratio. The log?polar transformation, Mellin transformation and Fourier transformation used respectively in the FourierMellin Transformation (FMT), which has the invariance of rotation, scale and translation (RST), can eliminate the effect of distortion and improve the performance of image recognition. The simulation experiment of the correlation recognition for the targets with rotation angle of 0-40 and the dimension variation range of 0-20% was carried out with JTC. In comparison with the results of FMT, it is found that FMT added to JTC can realize the distortion-invariant image recognition.
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  • ［1］苏显渝，李继陶.信息光学［M］.北京：科学出版社，1999.
    SU Xian-yu.LI Ji-tao.Information optics［M］.Beijing:Science Publishing Company,1999.(in Chinese)
    ［2］YAN Jiang-jiang,DING Ming-yue，ZHOU Cheng-ping. A fast target recognition algorithm based on LPT［J］. Caai Transactions on Intelligent Systems,2008,3(4):370-376.
    ［3］吴伟，周金鹏，王省书，等.用于畸变目标相关识别的匹配滤波器设计［J］.应用光学，2009，30(1)：11-15.
    WU Wei，HOU Jin-peng，WANG Xing-shu,et al. Design of matched  filters for image correlation recognition of distortion targets［J］.Journal of Applied Optics,2009,30(1):11-15.(in Chinese with an English abstract)
    ［4］王玉荣.山东大学信息光学精品课程电子教案［M/OL］.济南：山东大学,2005.
    WANG Yu-rong. Information optics courses e-lesson plans, Shandong University［M/OL］.Jinan: Shandong University,2005.http:∥202.194.26.42/infooptics/Optics/ShowArticle.asp?ArticleID=463 (in Chinese)
    ［5］谢敬辉,王旦福,张浩. 应用综合鉴别函数实现畸变不变图像识别［J］.北京理工大学学报, 2007,27(10):915-927.
    XIE Jing-hui, WANG Dan-fu, ZHANG Hao. Distortion invariant pattern recognition in terms of synthetic discriminant function［J］.Transactions of Beijing Institute of Technology,2007,27(10):915-927. (in Chinese with an English abstract)
    ［6］谢嘉宁, 黄义清, 张潞英.基于Matlab 的图像联合变换相关识别的实现［J］.佛山：佛山科学技术学院学报：自然科学版，2006，24(4)：20-22.
    XIE Jia-ning,HUANG Yi-qing,ZHANG Lu-ying.Optical joint transform of related principles for recognition based on Matlab［J］.Journal of Foshan University:Natural Science Edition,2006,24(4):20-22. (in Chinese with an English abstract)
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