Multicomputer Vision is a collection of papers and discussions presented at the 8th Workshop on Multicomputers, held in Rome, Italy on June 2-5, 1987. Contributors present multicomputer algorithms for image processing, evaluation and suggestions on multicomputer systems, and new designs in advanced architectures for computer vision.
Separating 12 papers into chapters, this book first describes a pyramidal algorithm for image segmentation based on the definition of the “bimean” of a population. It then examines the use of Polymorphic Torus architecture to yield positive results in the computation of Hough Transform through executing mesh and tree algorithms. The succeeding papers present the five-level quad-tree pyramid algorithm based on chips from the MPP machine and the algorithm databases required for scheduling and reconfiguration decisions based on the user’s task definition. Other chapters oriented towards the evaluation of multicomputer systems are also provided. These chapters include discussions on multi-processor architectures based on perceptual tasks, the advantages of fine grain associative string structure for general purpose computer vision system, and the use of identical single processor elements for comparison between processor arrays and pipeline computers. The book also contains papers oriented on the design features of new multiprocessor architectures. These papers discuss the memory limitations of parallel machines and the physical realization of a one-dimensional array of 128 to 1024 identical processors.
This book provides an informal frame of reference to researchers who are interested in the design and development of algorithms, and architectures or languages of multiprocessor systems.
New Multicomputer Algorithms for Image Processing
Chapter One Bimodality Analysis Using Pyramids
Chapter Two Parallel Hough Transform Algorithms on Polymorphic Torus Architecture
Chapter Three Pyramids and "End"
Chapter Four An Algorithm Database for an Image Understanding Task Execution Environment
Evaluation and Suggestions on Multicomputer Systems
Chapter Five The Coordinated Evaluation of Parallel Architectures for Perceptual Tasks
Chapter Six An Associative Approach to Computer Vision
Chapter Seven Meshes and Hypercubes for Computer Vision
Chapter Eight Image Processing Experiments on a Commercial MIMD System
New Designs in Advanced Architectures for Computer Vision
Chapter Nine One Dimensional SIMD Architectures—The AIS-5000
Chapter Ten Processor Arrays Compared to Pipelines for Cellular Image Operations
Chapter Eleven Designing Memories for Cellular Processors
Chapter Twelve The ISI Grapher: A Portable Tool for Displaying Graphs Pictorially
- No. of pages:
- © Academic Press 1988
- 28th January 1988
- Academic Press
- eBook ISBN: