Pattern Matching as a Correlation on the Discrete Motion Group

نویسندگان

  • Alexander B. Kyatkin
  • Gregory S. Chirikjian
چکیده

In this paper we develop a correlation method for the template matching problem in pattern recognition which includes translations, rotations, and dilations in a natural way. The correlation method is implemented using Fourier analysis on the “discrete motion group” and fast Fourier transform methods. A brief introduction to Fourier methods on the discrete motion group is given and the efficiency of these methods is discussed. Results of the numerical implementation are given for particular examples.

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عنوان ژورنال:
  • Computer Vision and Image Understanding

دوره 74  شماره 

صفحات  -

تاریخ انتشار 1999