The Explanation of Pattern Recognition Model with Cognitive Psychology
نویسنده
چکیده
Based on the fundamental theory of visual cognition mechanism and cognitive psychology, a brief introduction about the visual pattern recognition model is presented in this paper. Three pattern recognition models, i.e., template-based matching model, prototype-based matching model and feature-based matching model are built and discussed separately. In addition, the influence of object background information and visual focus point to the result of pattern recognition is also discussed with the example of recognition for fuzzy letters and figures. After the analysis, it is pointed out that the theory of cognitive psychology is meaningful for guiding the computer pattern recognition research work.
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