Evaluation of Multicomputers for Image Processing

Evaluation of Multicomputers for Image Processing

1st Edition - January 1, 1986

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  • Editor: L. Uhr
  • eBook ISBN: 9780323154284

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Description

Evaluation of Multicomputers for Imaging Processing covers the proceedings of the 1984 Tanque Verde Workshop, held in Tucson. This book is organized into four parts encompassing 17 chapters that summarize the benchmark evaluation efforts specific to multicomputer systems designed for the efficient execution of image processing tasks. The first part considers the basic problem of benchmarking and presents an evaluation procedure or sets of instructions for establishing benchmark routines, tasks, and procedures. The next part deals with the simulation and evaluation. This part first examines semiconductor chips designed for use in imaging processing followed by the presentation of formulas for measuring algorithms, architecture efficiency, speedup, and processing element utilization for SIMD/MIMD multicomputers. This part also considers the image processing systems composed of various types of networks of processing elements. The third part describes a content-addressable array and its applications to machine vision, as well as the architecture and programming methods of the WARP multicomputer. This part further looks into the elevation measurements techniques by registering stereo pairs obtained from aerial photography using ""pass point"" correlation methods. The concluding part highlights the hardware implementations of general-purpose image processing systems with associated performance evaluations. Computer scientists and engineers will greatly benefit from this book.

Table of Contents


  • Contributors

    Preface

    I Benchmarking

    How Not to Benchmark Image Processors

    On Benchmarks: Dynamically Improving Experimental Comparisons

    Benchmark Results: The Abingdon Cross

    II Simulation and Evaluation

    An Evaluation of Some Chips for Image Processing

    Simulation of Large Networks of Processors by Smaller Ones

    Higher Level Operations Using Processor Arrays

    An Algorithmic Comparison of Meshes and Pyramids

    Constructing Multilevel Multicomputer Networks

    Simulation Based Performance Measures for SIMD/MIMD Processing

    III Applications and Techniques

    Closing the Feedback Loop in Machine Vision

    Vision on a Systolic Array Machine

    Scaling and Rotation Registration

    Permutation and Rotation Functions for the Massively Parallel Processor

    Computer Configurations for the Processing of Diagnostic Imagery in Histopathology

    Application of Parallel Processing for Automatic Inspection of Printed Circuits

    IV Hardware

    A Data-Driven VLSI Image Processor (ImPP): A LSI Version of TIP

    High-Speed Image Processor: TOSPIX-II

    Index

    Participants




Product details

  • No. of pages: 360
  • Language: English
  • Copyright: © Academic Press 1987
  • Published: January 1, 1986
  • Imprint: Academic Press
  • eBook ISBN: 9780323154284

About the Editor

L. Uhr

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