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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Hough
Transform: Underestimated Tool In The Computer Vision Field |
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Authors: |
Dmitry P. Nikolaev, Simon M. Karpenko, Ilia P. Nikolaev, Petr P. Nikolayev |
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Published in:
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ECMS
2008 Proceedings Edited
by: Loucas S. Louca, Yiorgos Chrysanthou, Zuzana Oplatkova, Khalid Al-Begain ISBN:
978-0-9553018-6-5 Doi: 10.7148/2008 22nd
European Conference on Modelling and Simulation, Nicosia, June
3-6, 2008 |
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Citation
format: |
Nikolaev, D. P., Karpenko, S. M., & Nikolayev,
I. P. (2008). Hough
Transform: Underestimated Tool In The Computer Vision Field. ECMS 2008
Proceedings edited by: L. S. Louca, Y. Chrysanthou, Z. Oplatkova, K. Al-Begain (pp. 238-243).
European Council for Modeling and Simulation. doi:10.7148/2008-0238 |
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DOI: |
http://dx.doi.org/10.7148/2008-0238 |
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Abstract: |
We discuss Hough Transform, some
of its key properties, a scheme of fast and complete calculation of the Hough
Transform (similar to the Fast Fourier Transform), and an efficient
implementation of this scheme on SIMD processors. We also demonstrate an application
of the Fast Hough Transform in computer vision by the example of an automatic
page orientation detection unit incorporated in an intelligent character
recognition system. Both 2D (scanner) and 3D (camera) cases of page
acquisition are considered. |
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