Real-Time Detection of Lines and Grids

By PClines and Other Approaches

  • Adam Herout
  • Markéta Dubská
  • Jiří Havel

Part of the SpringerBriefs in Computer Science book series (BRIEFSCOMPUTER)

Table of contents

  1. Front Matter
    Pages i-viii
  2. Adam Herout, Markéta Dubská, Jirí Havel
    Pages 1-2
  3. Adam Herout, Markéta Dubská, Jirí Havel
    Pages 3-16
  4. Adam Herout, Markéta Dubská, Jirí Havel
    Pages 17-34
  5. Adam Herout, Markéta Dubská, Jirí Havel
    Pages 35-40
  6. Adam Herout, Markéta Dubská, Jirí Havel
    Pages 41-54
  7. Adam Herout, Markéta Dubská, Jirí Havel
    Pages 55-68
  8. Adam Herout, Markéta Dubská, Jirí Havel
    Pages 69-69
  9. Back Matter
    Pages 71-82

About this book

Introduction

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

CUDA Chessboard-like Pattern Detection GPU Hough Transform Line Detection Matrix Code Recognition PClines Parallel Coordinates Real-time Detection Vanishing Points

Authors and affiliations

  • Adam Herout
    • 1
  • Markéta Dubská
    • 2
  • Jiří Havel
    • 3
  1. 1.Dept. Computer Graphics and MultimediaBrno University of TechnologyBrnoCzech Republic
  2. 2.Dept. Computer Graphics and MultimediaBrno University of TechnologyBrnoCzech Republic
  3. 3.Dept. Computer Graphics and MultimediaBrno University of TechnologyBrnoCzech Republic

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4471-4414-4
  • Copyright Information Adam Herout 2013
  • Publisher Name Springer, London
  • eBook Packages Computer Science
  • Print ISBN 978-1-4471-4413-7
  • Online ISBN 978-1-4471-4414-4
  • Series Print ISSN 2191-5768
  • Series Online ISSN 2191-5776
  • About this book