Real-Time Detection of Lines and Grids

By PClines and Other Approaches

By: Adam Herout, MarkÃ©ta DubskÃ¡, JiÅ?Ã Havel

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Paperback | 22 September 2012

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92 Pages

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22.86 x 15.24 x 0.64

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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.

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