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Machine Learning and Image Interpretation

  • Book
  • © 1997

Overview

Authors:
  1. Terry Caelli

    1. Curtin University of Technology, Perth, Australia

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    You can also search for this author in PubMed   Google Scholar

  2. Walter F. Bischof

    1. Curtin University of Technology, Perth, Australia

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Table of contents (8 chapters)

  1. Front Matter

    Pages i-xxiv
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  2. An Overview and Perspective of Image Interpretation

    • Terry Caelli, Walter F. Bischof
    Pages 1-16

  3. Fuzzy Conditional Rule Generation for the Learning and Recognition of 3D Objects from 2D Images

    • Brendan McCane, Terry Caelli
    Pages 17-65

  4. Relational Evidence Theory and Interpreting Schematics

    • Adrian R. Pearce, Terry Caelli
    Pages 67-118

  5. Cite—Scene Understanding and Object Recognition

    • Craig Dillon, Terry Caelli
    Pages 119-187

  6. See++: An Object Oriented Theory of Task Specific Vision

    • Tom Drummond, Terry Caelli
    Pages 189-224

  7. SOO-PIN: Picture Interpretation Networks

    • Sandy Dance, Terry Caelli
    Pages 225-254

  8. Invariance Signatures for Two-Dimensional Contours

    • David McG. Squire, Terry Caelli
    Pages 255-308

  9. ABC: Biologically Motivated Image Understanding

    • Garry Briscoe, Terry Caelli
    Pages 309-375

  10. Back Matter

    Pages 377-423
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Keywords

About this book

In this groundbreaking new volume, computer researchers discuss the development of technologies and specific systems that can interpret data with respect to domain knowledge. Although the chapters each illuminate different aspects of image interpretation, all utilize a common approach - one that asserts such interpretation must involve perceptual learning in terms of automated knowledge acquisition and application, as well as feedback and consistency checks between encoding, feature extraction, and the known knowledge structures in a given application domain. The text is profusely illustrated with numerous figures and tables to reinforce the concepts discussed.

Authors and Affiliations

  • Curtin University of Technology, Perth, Australia

    Terry Caelli, Walter F. Bischof

Bibliographic Information

  • Book Title: Machine Learning and Image Interpretation

  • Authors: Terry Caelli, Walter F. Bischof

  • Series Title: Advances in Computer Vision and Machine Intelligence

  • DOI: https://doi.org/10.1007/978-1-4899-1816-1

  • Publisher: Springer New York, NY

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer Science+Business Media New York 1997

  • Hardcover ISBN: 978-0-306-45761-6Published: 30 November 1997

  • Softcover ISBN: 978-1-4899-1818-5Published: 11 June 2013

  • eBook ISBN: 978-1-4899-1816-1Published: 21 November 2013

  • Edition Number: 1

  • Number of Pages: XXIV, 423

  • Topics: Electrical Engineering

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