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Real-Time Detection of Lines and Grids : By PClines and Other Approaches, PDF eBook

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

Part of the SpringerBriefs in Computer Science series

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Description

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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