From Surfaces to Objects: Computer Vision and Three Dimensional Scene Analysis

by Robert B. Fisher

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The field of computer vision is now opening up possibilities offered by analyzing surface data for object recognition and scene understanding. This volume, which highlights current research, demonstrates that surface information can greatly simplify the image understanding process. The study is as much about a style of model-based three dimensional scene analysis as about a particular example of that style. The style combines surface patches segmented from the three dimensional scene description, surface patch based object models, a hierarchy of representations, models and recognitions, a distributed network-based model invocation process and a knowledge-based model matcher. The aim of the work is to show that these elements fit together well, and make it easy to extend the competence of current vision systems without complications.
  • ISBN10 0471923443
  • ISBN13 9780471923442
  • Publish Date 26 April 1989
  • Publish Status Out of Print
  • Out of Print 18 February 2022
  • Publish Country GB
  • Publisher John Wiley and Sons Ltd
  • Imprint John Wiley & Sons Ltd
  • Format Hardcover
  • Pages 304
  • Language English