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The Hough transform versus the UpWrite

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2 Author(s)
McLaughlin, R.A. ; Centre for Intelligent Inf. Process. Syst., Western Australia Univ., Nedlands, WA, Australia ; Alder, M.D.

This paper compares the Hough transform and the UpWrite for the detection of lines, circles, and ellipses. Both ideal and noisy images are tested. The UpWrite is found to be more robust for images containing perturbation noise. For ideal images and images with speckle noise, the results are found to depend on the complexity of the object being detected, with more complex objects favoring the UpWrite

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:20 ,  Issue: 4 )