Strip line detection and thinning by RPCL-based local PCA

نویسندگان

  • Zhiyong Liu
  • Kai Chun Chiu
  • Lei Xu
چکیده

We solve the tasks of strip line detection and thinning in image processing and pattern recognition with the help of a statistical learning technique called rival penalized competitive learning based local principal component analysis. Due to its model selection and noise resistance ability, the technique is experimentally shown to outperform conventional Hough transform and thinning algorithms. 2003 Elsevier B.V. All rights reserved.

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عنوان ژورنال:
  • Pattern Recognition Letters

دوره 24  شماره 

صفحات  -

تاریخ انتشار 2003