Radon and Projection Transform-based Computer Vision: Algorithms, a Pipeline Architecture, and Industrial Applications - Springer Series in Information Sciences - Jorge L. C. Sanz - Grāmatas - Springer-Verlag Berlin and Heidelberg Gm - 9783642730146 - 2011. gada 10. decembris
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Jorge L. C. Sanz
Radon and Projection Transform-based Computer Vision: Algorithms, a Pipeline Architecture, and Industrial Applications - Springer Series in Information Sciences Softcover Reprint of the Original 1st Ed. 1988 edition

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This book deals with novel machine vision architecture ideas that make real-time projection-based algorithms a reality. The design is founded on raster-mode processing, which is exploited in a powerful and flexible pipeline. We concern ourselves with several image analysis algorithms for computing: projections of gray-level images along linear patterns (i. e. , the Radon transform) and other curved contours; convex hull approximations; the Hough transform for line and curve detection; diameters; moments and principal components, etc. Addition­ ally, we deal with an extensive list of key image processing tasks, which involve generating: discrete approximations of the inverse Radon transform operator; computer tomography reconstructions; two-dimensional convolutions; rotations and translations; multi-color digital masks; the discrete Fourier transform in polar coordinates; autocorrelations, etc. Both the image analysis and image processing algorithms are supported by a similar architecture. We will also of some of the above algorithms to the solution of demonstrate the applicability various industrial visual inspection problems. The algorithms and architectural ideas surveyed here unleash the power of the Radon and other non-linear transformations for machine vision applications. We provide fast methods to transform images into projection space representa­ tions and to backtrace projection-space information into the image domain. The novelty of this approach is that the above algorithms are suitable for implementa­ tion in a pipeline architecture. Specifically, random access memory and other dedicated hardware components which are necessary for implementation of clas­ sical techniques are not needed for our algorithms.

123 pages, biography

Mediji Grāmatas     Paperback Book   (Grāmata ar mīksto vāku un līmēto muguru)
Izlaists 2011. gada 10. decembris
ISBN13 9783642730146
Izdevēji Springer-Verlag Berlin and Heidelberg Gm
Lapas 123
Izmēri 155 × 235 × 8 mm   ·   204 g
Valoda Angļu  

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