Publication Details

Real-Time Detection of Lines and Grids: By PClines and Other Approaches

HEROUT Adam, DUBSKÁ Markéta and HAVEL Jiří. Real-Time Detection of Lines and Grids: By PClines and Other Approaches. Springerbriefs in Computer Science. London: Springer London, 2012. ISBN 978-1-4471-4413-7.
Czech title
Detekce přímek a mřížek v obraze v reálnem čase: Pomocí PClines a jiných přístupů
Type
book
Language
english
Authors
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT)
Dubská Markéta, Ing., Ph.D. (DCGM FIT BUT)
Havel Jiří, Ing., Ph.D. (DCGM FIT BUT)
Keywords

parallel coordinates, Hough transform, line detection, real-time detection,

Abstract

This text provides a survey of the latest research into the Hough transform for line detection and its contemporary developments. Written with students in mind, this work can serve as a condensed textbook and as a reference for practitioners working in computer vision. The text also presents an overview and detailed elaboration of recent research related to PClines - a line parameterization based on parallel coordinates. A detailed analysis of the concept is given, including implementation details and measurements. One chapter discusses the detection of chessboard-like patterns, and sets of parallel lines and lines coincident with one (vanishing) point - a topic with many applications, such as 2D barcodes, aerial images, and architecture recognition. The work summarizes recent research in the field, and analyses new advances achieved using the PClines parameterization.

Published
2012
Pages
88
Series
Springerbriefs in Computer Science
ISBN
978-1-4471-4413-7
Publisher
Springer London
Place
London, GB
BibTeX 
@BOOK{FITPUB10124,
   author = "Adam Herout and Mark\'{e}ta Dubsk\'{a} and Ji\v{r}\'{i} Havel",
   title = "Real-Time Detection of Lines and Grids: By PClines and Other Approaches",
   pages = 88,
   series = "Springerbriefs in Computer Science",
   year = 2012,
   location = "London, GB",
   publisher = "Springer London",
   ISBN = "978-1-4471-4413-7",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10124"
}
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