Application of the computational theory of perceptions to human gait pattern recognition |
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| Authors: | Gracian Trivino [Author Vitae] Alberto Alvarez-Alvarez [Author Vitae] |
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| Affiliation: | a European Centre for Soft Computing, C/Gonzalo Gutierrez Quirós, s/n, 33600 Mieres, Asturias, Spain
b Polytechnic University of Madrid, Campus de Montegancedo s/n, 28660 Boadilla del Monte, Madrid, Spain |
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| Abstract: | This paper aims to contribute to the field of human gait pattern recognition by providing a solution based on the computational theory of perceptions. Our model differs significantly from others, e.g., based on machine learning techniques, because we use a linguistic model to represent the subjective designer's perceptions of the human gait process. This model is easily understood and provides good results. We include a practical demonstration with an equal error rate of 3%. |
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| Keywords: | Gait recognition Fuzzy logic Fuzzy finite state machine Computational theory of perceptions Authentication |
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