Real-Time Detection of Lines and Grids / SpringerBriefs in Computer Science (PDF)

Name: Real-Time Detection of Lines and Grids / SpringerBriefs in Computer Science
Brand: Springer-Verlag GmbH
SKU: 43006977
Price: 54.99 EUR
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By PClines and Other Approaches (Sprache: Englisch)

Autoren: Adam Herout , Markéta Dubská , Jirí Havel

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Real-Time Detection of Lines and Grids / SpringerBriefs in Computer Science, Adam Herout, Markéta Dubská, Jirí Havel

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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.