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

Englisch · Taschenbuch

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Beschreibung

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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.

Inhaltsverzeichnis

Introduction
Review of Hough Transform for Line Detection
Variants of the Hough Transform for Straight Line Detection
PClines - Line Parameterization Based on Parallel Coordinates
Vanishing Points, Parallel Lines, Grids
Efficient Implementation of PClines
Conclusion
PClines Octave Implementation
Cross-Ratio in Matrix Form
Horizon Orientation and Resampling Function
Proof of the Equation for the Grid Lines

Zusammenfassung

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.

Produktdetails

Autoren Markét Dubská, Markéta Dubská, Ji í Havel, Jiri Havel, Jirí Havel, Jiří Havel, Ada Herout, Adam Herout
Verlag Springer, Berlin
 
Sprache Englisch
Produktform Taschenbuch
Erschienen 25.06.2012
 
EAN 9781447144137
ISBN 978-1-4471-4413-7
Seiten 82
Illustration VIII, 82 p. 33 illus., 9 illus. in color.
Serien SpringerBriefs in Computer Science
SpringerBriefs in Computer Science
Thema Naturwissenschaften, Medizin, Informatik, Technik > Informatik, EDV > Anwendungs-Software

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