VLSI for Pattern Recognition and Image Processing by Ks Fu
During the past two decades there has been a considerable growth in interest in problems of pattern recognition and image processing (PRIP). This inter- est has created an increasing need for methods and techniques for the design of PRIP systems. PRIP involves analysis, classification and interpretation of data. Practical applications of PRIP include character recognition, re- mote sensing, analysis of medical signals and images, fingerprint and face identification, target recognition and speech understanding. One difficulty in making PRIP systems practically feasible, and hence, more popularly used, is the requirement of computer time and storage. This situation is particularly serious when the patterns to be analyzed are quite complex. Thus it is of the utmost importance to investigate special comput- er architectures and their implementations for PRIP. Since the advent of VLSI technology, it is possible to put thousands of components on one chip. This reduces the cost of processors and increases the processing speed. VLSI algorithms and their implementations have been recently developed for PRIP. This book is intended to document the recent major progress in VLSI system design for PRIP applications.-
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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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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Radon and Projection Transform-Based Computer Vision
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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 | 9783642475276 |
| ISBN 10 | 3642475272 |
| Title | VLSI for Pattern Recognition and Image Processing |
| Author | Ks Fu |
| Series | Springer Series In Information Sciences |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Springer |
| Year published | 2012-04-19 |
| Number of pages | 236 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |