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基于光学Morlet小波滤波的指纹边缘增强研究

Novel Fingerprint Enhancement Method Based on Optical Morlet Wavelet Filter
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摘要 提出了一种基于光学Morlet小波的指纹滤波方法,给出了Morlet小波滤波器对输入指纹图像实现边缘增强的计算机模拟结果,同时将计算机编程生成的Morlet滤波器应用在光学4f系统中,输出平面将获得指纹图像的边缘提取。实验结果表明:本文给出的这种方法能够达到图像边缘增强的效果,同时又利用了光学方法快速并行的优点。这一研究结果有助于提高指纹识别的速度。 A novel fingerprint enhancement method based on optical Morlet wavelet filter was proposed. The edge-extracting computer simulation result of the input fingerprint image is realized by Morlet wavelet transform. In addition, the computer generated Morlet filter was put on one 4f optical system, which convoluted with input signal. The edge -enhanced fingerprint image was obtained on the output plate. Experimental results indicate that the method improves the effect of edge-enhancement on fingerprint image and utilizing the fast parallel virtue of optical means. This result is help to improve the speed of fingerprint recognition.
出处 《武汉科技学院学报》 2008年第1期30-32,共3页 Journal of Wuhan Institute of Science and Technology
基金 国家自然科学基金(项目编号:10547108)
关键词 光学信息处理 指纹边缘增强 MORLET小波 滤波 指纹识别 optical information processing fingerprint-edge enhancement Morlet wavelet filter fingerprint recognition
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  • 1陈昌,常亮.基于边缘检测技术的指纹图像预处理研究[J].警察技术,2005(3):37-39. 被引量:3
  • 2刘军波,马利庄,聂栋栋,沈丽忠.改进的基于Gabor滤波器的指纹增强算法[J].计算机工程,2005,31(15):146-147. 被引量:12
  • 3康辉,许剑,战元龄,张铁群.利用光折变全息术实现的光学子波变换[J].中国激光,1996,23(8):741-744. 被引量:9
  • 4倪明,蒋志平,陆启生.一种光学小波变换的改进[J].中国激光,1997,24(3):231-236. 被引量:14
  • 5[1]Connell J H, Ratha N K, Bollc R M. Fingerprint image enhancement using weak models. International Conference of Image Processing, 2002, 1: 45-48
  • 6[2]Lin H, Anil J, Sharath P, et al. Fingerprint enhancement. IEEE Workshop on Applications of Computer Vision Proceedings, 1996, 202-207
  • 7[3]Jiang X D, Yao W Y, Ser W. Minutiae extraction by adaptive tracing the gray level ridge of the fingerprint image. IEEE International Conference on Image Processing, 1999, 2: 852-856
  • 8[4]Saatci E, Tavsanoglu V. Fingerprint image enhancement using CNN Gabor-type filters. Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Natworks and Their Applications, 2002: 377-382
  • 9[5]Sherlock B G, Monro D M, Millard K. Fingerprint enhancement by directional Fourier filtering. Proceedings IEEE of the: Image and Signal Processing, 1994, 141(2): 87-94
  • 10[6]Toshio K, Masanori M. Image filter design for fingerprint enhancement. Proceedings of the IEEE International Symposium on Computer Vision, 1995: 109-114

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