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© 2013

Real-Time Detection of Lines and Grids

By PClines and Other Approaches

  • Analyzes the state of the art in PClines and its implementation, and surveys the latest research on HT-related line detection algorithms

  • Presents a fresh summary of line-detection algorithms, in a condensed textbook style

  • Discusses the latest work on the detection of vanishing points, parallel lines, chessboard-like structures and grids (e.g., 2D barcodes)

Book

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

  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

  • Book Title Real-Time Detection of Lines and Grids
  • Book Subtitle By PClines and Other Approaches
  • Authors Adam Herout
    Markéta Dubská
    Jiří Havel
  • Series Title SpringerBriefs in Computer Science
  • DOI https://doi.org/10.1007/978-1-4471-4414-4
  • Copyright Information Adam Herout 2013
  • Publisher Name Springer, London
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-1-4471-4413-7
  • eBook ISBN 978-1-4471-4414-4
  • Series ISSN 2191-5768
  • Series E-ISSN 2191-5776
  • Edition Number 1
  • Number of Pages VIII, 82
  • Number of Illustrations 24 b/w illustrations, 9 illustrations in colour
  • Topics Pattern Recognition
  • Buy this book on publisher's site
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