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A Contrario Line Segment Detection

  • Book
  • © 2014

Overview

Authors:
  1. Rafael Grompone von Gioi

    1. CMLA, ENS Cachan, Cachan, France

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

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Table of contents (5 chapters)

  1. Front Matter

    Pages i-viii
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  2. Introduction

    • Rafael Grompone von Gioi
    Pages 1-11

  3. A Contrario Detection

    • Rafael Grompone von Gioi
    Pages 13-35

  4. The LSD Algorithm

    • Rafael Grompone von Gioi
    Pages 37-52

  5. Experiments

    • Rafael Grompone von Gioi
    Pages 53-78

  6. Extensions

    • Rafael Grompone von Gioi
    Pages 79-86

  7. Back Matter

    Pages 87-90
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Keywords

About this book

The reliable detection of low-level image structures is an old and still challenging problem in computer vision. This book leads a detailed tour through the LSD algorithm, a line segment detector designed to be fully automatic. Based on the a contrario framework, the algorithm works efficiently without the need of any parameter tuning. The design criteria are thoroughly explained and the algorithm's good and bad results are illustrated on real and synthetic images. The issues involved, as well as the strategies used, are common to many geometrical structure detection problems and some possible extensions are discussed.

Authors and Affiliations

  • CMLA, ENS Cachan, Cachan, France

    Rafael Grompone von Gioi

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