Publication detail

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

HEROUT, A. JURÁNKOVÁ, M. HAVEL, J.

Original Title

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

English Title

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

Type

book

Language

en

Original 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.

English 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.

Keywords

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

RIV year

2012

Released

01.09.2012

Publisher

Springer London

Location

London

ISBN

978-1-4471-4413-7

Edition

Springerbriefs in Computer Science

Edition number

NEUVEDEN

Pages count

88

Documents

BibTex


@book{BUT97029,
  author="Adam {Herout} and Markéta {Juránková} and Jiří {Havel}",
  title="Real-Time Detection of Lines and Grids: By PClines and Other Approaches",
  annote="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.",
  address="Springer London",
  chapter="97029",
  edition="Springerbriefs in Computer Science",
  howpublished="print",
  institution="Springer London",
  year="2012",
  month="september",
  pages="0--0",
  publisher="Springer London",
  type="book"
}