The Analysis of Resource-limited Vision Systems
Ronald A. Rensink, Dept. of Computer Science, University of British Columbia, Vancouver, Canada.
Gregory Provan, Department of Computer and Information Science, University of Pennsylvania, Philadelphia PA, USA.
Proceedings of the Thirteenth Annual Conference of the Cognitive Science Society, pp 311-316. 1991.
Abstract This paper explores the ways in which resource limitations influence the nature of perceptual and cognitive processes. A framework is developed that allows early visual processing to be analyzed in terms of these limitations. In this approach, there is no one ``best'' system for any visual process. Rather, a spectrum of systems exists, differing in the particular trade-offs made between performance and resource requirements.
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