Conference paper

DUBSKÁ Markéta, HEROUT Adam and HAVEL Jiří. PClines - Line Detection Using Parallel Coordinates. In: Proceedings of CVPR 2011. Colorado Springs: IEEE Computer Society, 2011, pp. 1489-1494. ISBN 978-1-4577-0393-5.
Publication language:english
Original title:PClines - Line Detection Using Parallel Coordinates
Title (cs):PClines - detekce úseček v obraze pomocí paralelních souřadnic
Pages:1489-1494
Proceedings:Proceedings of CVPR 2011
Conference:Computer Vision and Pattern Recognition (CVPR) 2011
Place:Colorado Springs, US
Year:2011
ISBN:978-1-4577-0393-5
Publisher:IEEE Computer Society
Keywords
Line Detection, Parallel Coordinates, PClines, Hough Transform
Annotation
Detection of lines in raster images is often performed using Hough transform. This paper presents a new parameterization of lines and a modification of the Hough transform - PClines.  PClines are based on parallel coordinates, a coordinate system used mostly or solely for high-dimensional data visualization.  The PClines algorithm is described in the paper; it is evaluated numerically and compared to the commonly used line detectors based on the Hough transform. The results show that PClines outperform the existing approaches in terms of accuracy.  Besides, PClines are computationally extremely efficient, require no floating-point operations, and can be easily accelerated by different hardware architectures.
BibTeX:
@INPROCEEDINGS{
   author = {Mark{\'{e}}ta Dubsk{\'{a}} and Adam Herout and
	Ji{\v{r}}{\'{i}} Havel},
   title = {PClines - Line Detection Using Parallel Coordinates},
   pages = {1489--1494},
   booktitle = {Proceedings of CVPR 2011},
   year = {2011},
   location = {Colorado Springs, US},
   publisher = {IEEE Computer Society},
   ISBN = {978-1-4577-0393-5},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=9488}
}

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