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Design of Image Processing Embedded Systems Using Multidimensional Data Flow

  • Book
  • © 2011

Overview

Authors:
  1. Joachim Keinert

    1. Nürnberg, Germany

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  2. Jürgen Teich

    1. Department of Computer Science 12, University of Erlangen-Nuremberg, Erlangen, Germany

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    You can also search for this author in PubMed   Google Scholar

  • First book on multidimensional data flow, including various different models of computation
  • Presents modeling, system analysis and hardware synthesis, using multidimensional data flow, along with a detailed discussion of related approaches to demonstrate what fits designers’ needs best
  • Describes how multidimensional data flow can coexist with classical, one-dimensional models of computation

Part of the book series: Embedded Systems (EMSY)

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Table of contents (9 chapters)

  1. Front Matter

    Pages I-XXV
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  2. Introduction

    • Joachim Keinert, Jürgen Teich
    Pages 1-7

  3. Design of Image Processing Applications

    • Joachim Keinert, Jürgen Teich
    Pages 9-21

  4. Fundamentals and Related Work

    • Joachim Keinert, Jürgen Teich
    Pages 23-80

  5. Electronic System Level Design of Image Processing Applications with SystemCoDesigner

    • Joachim Keinert, Jürgen Teich
    Pages 81-91

  6. Windowed Data Flow (WDF)

    • Joachim Keinert, Jürgen Teich
    Pages 93-131

  7. Memory Mapping Functions for Efficient Implementation of WDF Edges

    • Joachim Keinert, Jürgen Teich
    Pages 133-149

  8. Buffer Analysis for Complete Application Graphs

    • Joachim Keinert, Jürgen Teich
    Pages 151-208

  9. Communication Synthesis

    • Joachim Keinert, Jürgen Teich
    Pages 209-263

  10. Conclusion

    • Joachim Keinert, Jürgen Teich
    Pages 265-267

  11. Back Matter

    Pages 269-311
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Keywords

About this book

This book presents a new set of embedded system design techniques called multidimensional data flow, which combine the various benefits offered by existing methodologies such as block-based system design, high-level simulation, system analysis and polyhedral optimization. It describes a novel architecture for efficient and flexible high-speed communication in hardware that can be used both in manual and automatic system design and that offers various design alternatives, balancing achievable throughput with required hardware size. This book demonstrates multidimensional data flow by showing its potential for modeling, analysis, and synthesis of complex image processing applications. These applications are presented in terms of their fundamental properties and resulting design constraints. Coverage includes a discussion of how far the latter can be met better by multidimensional data flow than alternative approaches. Based on these results, the book explains the principles of fine-grained system level analysis and high-speed communication synthesis. Additionally, an extensive review of related techniques is given in order to show their relation to multidimensional data flow.

Authors and Affiliations

  • Nürnberg, Germany

    Joachim Keinert

  • Department of Computer Science 12, University of Erlangen-Nuremberg, Erlangen, Germany

    Jürgen Teich

Bibliographic Information

  • Book Title: Design of Image Processing Embedded Systems Using Multidimensional Data Flow

  • Authors: Joachim Keinert, Jürgen Teich

  • Series Title: Embedded Systems

  • DOI: https://doi.org/10.1007/978-1-4419-7182-1

  • Publisher: Springer New York, NY

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Science+Business Media LLC 2011

  • Hardcover ISBN: 978-1-4419-7181-4Published: 01 November 2010

  • Softcover ISBN: 978-1-4614-2720-9Published: 01 December 2012

  • eBook ISBN: 978-1-4419-7182-1Published: 18 November 2010

  • Series ISSN: 2193-0155

  • Series E-ISSN: 2193-0163

  • Edition Number: 1

  • Number of Pages: XXVI, 314

  • Topics: Circuits and Systems, Computer-Aided Engineering (CAD, CAE) and Design

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