Detail publikace

Real-Time Line Detection Using Accelerated High-Resolution Hough Transform

JOŠTH, R. JURÁNKOVÁ, M. HEROUT, A. HAVEL, J.

Originální název

Real-Time Line Detection Using Accelerated High-Resolution Hough Transform

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

Hough transform is a well-known and popular algorithm for detecting lines in raster images.  The standard Hough transform is rather slow to be usable in real-time, so different accelerated and approximated algorithms exist. This paper proposes a modified accumulation scheme for the Hough transform, which makes it suitable for computer systems with small but fast read-write memory -- such as the today's GPUs.  The proposed algorithm is evaluated both on synthetic binary images and on complex real-world photos of high resolutions.  The results show that using today's commodity graphics chips, the Hough transform can be computed at interactive frame rates even with high resolution of the Hough space and with the Hough transform fully computed.

Klíčová slova

Line Detection, Hough-Transform, Real-Time, GPU, CUDA

Autoři

JOŠTH, R.; JURÁNKOVÁ, M.; HEROUT, A.; HAVEL, J.

Rok RIV

2011

Vydáno

27. 5. 2011

Nakladatel

Springer Verlag

Místo

Ystad

ISBN

978-3-642-21226-0

Kniha

Proceedings of SCIA 2011, LNCS

Strany od

784

Strany do

793

Strany počet

9

BibTex

@inproceedings{BUT76263,
  author="Radovan {Jošth} and Markéta {Juránková} and Adam {Herout} and Jiří {Havel}",
  title="Real-Time Line Detection Using Accelerated High-Resolution Hough Transform",
  booktitle="Proceedings of SCIA 2011, LNCS",
  year="2011",
  pages="784--793",
  publisher="Springer Verlag",
  address="Ystad",
  isbn="978-3-642-21226-0"
}