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

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 over...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Herout, Adam (Autor), Dubská, Markéta (Autor), Havel, Jiří (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:SpringerBriefs in Computer Science,
Temas:
Pattern recognition systems.
Automated Pattern Recognition.
Acceso en línea:Texto Completo

MARC

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245 1 0 |a Real-Time Detection of Lines and Grids  |h [electronic resource] :  |b By PClines and Other Approaches /  |c by Adam Herout, Markéta Dubská, Jiří Havel. 
250 |a 1st ed. 2013. 
264 1 |a London :  |b Springer London :  |b Imprint: Springer,  |c 2013. 
300 |a VIII, 82 p. 33 illus., 9 illus. in color.  |b online resource. 
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505 0 |a 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. 
520 |a 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. 
650 0 |a Pattern recognition systems. 
650 1 4 |a Automated Pattern Recognition. 
700 1 |a Dubská, Markéta.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Havel, Jiří.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9781447144137 
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950 |a Computer Science (R0) (SpringerNature-43710) 

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