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15th International Conference on Pattern Recognition (ICPR'00) - Volume 3
Nonlinear Adaptive Convergence Index Filters and Their Characteristics
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
Hidefumi Kobatake, Tokyo University of Agriculture and Technology
Wei Jun, Tokyo University of Agriculture and Technology
Yoshihiro Hagihara, Tokyo University of Agriculture and Technology
Akinobu Shimizu, Tokyo University of Agriculture and Technology
Yukiyasu Yoshinaga, Kyushu Institute of Design
This paper presents nonlinear adaptive filters, which are applied to gradient vector fields. The general convergence index of a gradient vector to the pixel of interest or the line of interest is defined and the convergence degree which is the output of the filter is defined as the average of convergence indices over the region of support. Three kinds of filters are proposed. The fundamental characteristics of the proposed filters are given.
Citation:
Hidefumi Kobatake, Wei Jun, Yoshihiro Hagihara, Akinobu Shimizu, Yukiyasu Yoshinaga, "Nonlinear Adaptive Convergence Index Filters and Their Characteristics," icpr, vol. 3, pp.3526, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000
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