5 Result(s)
within
Katarzyna Nieszporek
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Chapter and Conference Paper
Type-2 Fuzzy Classifier with Smooth Type-Reduction
The defuzzification of a type-2 fuzzy set is a two-stage process consisting of firstly type-reduction, and a secondly defuzzification of the resultant type-1 set. All accurate type reduction methods used to bu...
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Chapter and Conference Paper
Application of Spiking Neural Networks to Fashion Classification
In this paper, a model of spiking neural networks is studied. Such networks are commonly called as the third generation of artificial neural networks. The main difference between them and previous generation n...
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Chapter and Conference Paper
A Greedy Algorithm for Extraction of Handwritten Strokes
This paper presents an algorithm for the extraction of handwritten strokes from a binary image. Each stroke is represented by a family of discs covering the area of the handwritten word. These discs are select...
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Chapter and Conference Paper
A Fuzzy SOM for Understanding Incomplete 3D Faces
This paper presents a new recognition method for three-dimensional geometry of the human face. The method measures biometric distances between features in 3D. It relies on the common self-organizing map method...
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Chapter and Conference Paper
A Fuzzy Measure for Recognition of Handwritten Letter Strokes
In this paper, we propose and compare a few methods of representing a stroke as a vector of numbers. For each method, we describe, how to calculate the fuzzy measure of two strokes similarity. Vectors are dete...
