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一种基于改进的Snake模型的指纹分割算法 被引量:1

Fingerprint segmentation method based on improved snake model
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摘要 通过对Snake模型和指纹图像约束信息和目标形状等先验知识的分析,提出了一种基于改进的Snake模型的指纹分割算法。实验结果表明,基于改进的Snake模型的分割算法较传统的指纹分割有着更高的准确率,具有一定的应用价值。 Based on the analysis of the snake model and the prior knowledge of fingerprint images,the improved snake model is used to implement fingerprint segmentation.The experimental results show that the fingerprint segmentation algorithm based on the improved snake model is more accurate than the traditional methods,which means a higher value in practice.
出处 《计算机工程与应用》 CSCD 北大核心 2008年第1期209-210,231,共3页 Computer Engineering and Applications
基金 山东省科技公关计划(the Key Technologies R&D Program of Shandong Province China under Grant No.2005GG3201089) 山东省优秀中青年科学家科研奖励基金计划项目(the Science and Research Reward fund Program of Shandong Excellent Young Scientist of Chinaunder Grant No.2006BS01008)。
关键词 指纹 图像分割 SNAKE模型 贪婪算法 fingerprint image segmentation Snake model greedy alogrithm
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参考文献8

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同被引文献5

  • 1丁裕锋,马利庄,聂栋栋,刘军波.Gabor滤波器在指纹图像分割中的应用[J].中国图象图形学报(A辑),2004,9(9):1037-1041. 被引量:13
  • 2Mehtre B M,Murthy N N,Kappor S,et al.Segmentation of fingerprint images using the directional image[J].Pattern Recognition, 1987, 20(4): 429--435.
  • 3Mehtre B M,Chatterjee B.Segmentation of fingerprint images:A composite method[J].Pattern Recognition, 1989,22(4):381-385.
  • 4Bazen A M,Gerez S H.Directional field computation for fingerprints based on the principal component analysis of local gradient[C]//Proceedings of ProRISC2000, llth Annual Workshop on Circuits,Systems and Signal Processing,Veldhoven,The Netherlands, Nov 2000.
  • 5Malinen J,Onia V,Tico M.Fingerprint classification based on multiple discriminant analysis[C]//Proc of ICONIP'02,Nov 2002,5.

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