High accuracy Hough transform based on butterfly symmetry

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High accuracy Hough transform based on butterfly symmetry

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The theoretical symmetry in Hough transform (HT) butterflies is addressed. The reason the symmetry is damaged in real HT butterflies is analysed and employed to propose a high accuracy HT. Experiment demonstrates that the proposed method obtains high accuracy straight line parameters without the exact position of the HT peak.

Inspec keywords: Hough transforms

Other keywords: real HT butterflies; high accuracy Hough transform; butterfly symmetry

Subjects: Optical, image and video signal processing; Integral transforms; Computer vision and image processing techniques; Integral transforms

References

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      • Hough, P.V.C.: `A method and means for recognizing complex patterns', US, 3,069,654, 1962.
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      • Niblack, W., Petkovic, D.: `On improving the accuracy of the Hough transform: theory, simulation, and experiments', Proc. of IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, 1988, Ann Arbor, MI, USA, p. 574–579.
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