Radon and Projection Transform-Based Computer Vision by Jorge Lc Sanz
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.-
3D Dynamic Scene Analysis
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Multiresolution Image Processing and Analysis
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Picture Engineering
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Image Sequence Analysis
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Mathematics of Kalman-Bucy Filtering
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Linear Systems and Optimal Control
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Music and Schema Theory
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Signal Processing and Systems Theory
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Theory of Reconstruction from Image Motion
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Parallel Algorithms in Computational Science
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Linear Prediction Theory
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Digital Picture Processing
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Motion and Structure from Image Sequences
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VLSI for Pattern Recognition and Image Processing
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Radar Array Processing
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Harmony: A Psychoacoustical Approach
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Pitch Determination of Speech Signals
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Physical and Biological Processing of Images
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Content-Addressable Memories
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The Maximum Entropy Method
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Fast Fourier Transform and Convolution Algorithms
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Calibration and Orientation of Cameras in Computer Vision
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Computer Speech
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Fundamentals of Electronic Imaging Systems
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Discrete H∞ Optimization
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A Few Steps Towards 3D Active Vision
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Digital Image Restoration
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Probability, Statistical Optics, and Data Testing
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Self-Organizing Maps
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Self-Organization and Associative Memory
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Pattern Analysis and Understanding
| SKU | Unavailable |
| ISBN 13 | 9783642730146 |
| ISBN 10 | 3642730140 |
| Title | Radon and Projection Transform-Based Computer Vision |
| Author | Jorge Lc Sanz |
| Series | Springer Series In Information Sciences |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Springer |
| Year published | 2011-12-10 |
| Number of pages | 123 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |