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Computer Science - Image Processing | A Contrario Line Segment Detection

A Contrario Line Segment Detection

von Gioi, Rafael Grompone

2014, VIII, 90 p. 60 illus.

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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.

Content Level » Research

Keywords » A contrario framework - LSD algorithm - NFA approach - parameter tuning - parameterless

Related subjects » Artificial Intelligence - Image Processing

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