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Titlebook: Real-Time Detection of Lines and Grids; By PClines and Other Adam Herout,Markéta Dubská,Jiří Havel Book 2013 Adam Herout 2013 CUDA.Chessboa

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Review of Hough Transform for Line Detection,hip of the HT (for lines) and the Radon and Fourier transforms is sketched out in Sect. 2.3. Section 2.4 reviews the most common existing line parameterizations used for line detection by the HT and gives a quick comparison of the important ones.
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Variants of the Hough Transform for Straight Line Detection,Different methods focus on special data structures, non-uniform resolution of the accumulation array, special rules for picking points from the input image, or they employ specialized hardware units, etc.
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Vanishing Points, Parallel Lines, Grids,ds are typically the edges in images containing checkerboards, QR codes, and similar patterns. It will also analyze the contents of the parameter space that results from the Hough transform of such patterns.
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PClines: Line Parameterization Based on Parallel Coordinates,e basic information about the parallel coordinates needed for understanding the parameterization. Then, the parameterization is introduced in Sect. 4.2, and a brief analysis of its accuracy is given in Sect. 4.3
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