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29 October 1981 Toward The Robot Eye: Isomorphic Representation For Machine Vision
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Proceedings Volume 0283, Three-Dimensional Machine Perception; (1981) https://doi.org/10.1117/12.931987
Event: 1981 Technical Symposium East, 1981, Washington, D.C., United States
Abstract
This paper surveys some issues confronting the conception of models for general purpose vision systems. We draw parallels to requirements of human performance under visual transformations naturally occurring in the ecological environment. We argue that successful real world vision systems require a strong component of analogical reasoning. We propose a course of investigation into appropriate models, and illustrate some of these proposals by a simple example. Our study emphasizes the potential importance of isomorphic representations - models of image and scene which embed a metric of their respective spaces, and whose topological structure facilitates identification of scene descriptors that are invariant under viewing transformations.
© (1981) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Paul S. Schenker "Toward The Robot Eye: Isomorphic Representation For Machine Vision", Proc. SPIE 0283, Three-Dimensional Machine Perception, (29 October 1981); https://doi.org/10.1117/12.931987
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