generalized fuzzy Hough transform

版本 1.0.0.0 (377.2 KB) 作者: Pau Micó

Fuzzy version of the generalized Hough transform

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更新时间 2010/10/7

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Noisy environments make difficult the pattern recognition tasks. In this sense, and due to the artifacts that are present in the acquisition process, the most of the biomedical images (i.e. coming from magnetic resonance tests) become noisy and it is complicated even to define a Region Of Interest (ROI) to work within.
The fuzzy Hough transform presented here implements a fuzzy version of the GHT that improves the pattern recognition results in the above referred biomedical images.
In addition to the code, some examples and demos about the 'gfht' performance of the automatic ROI identification on cardiac magnetic resonance images (CMRIs) are included.

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Pau Micó (2024). generalized fuzzy Hough transform (https://www.mathworks.com/matlabcentral/fileexchange/28974-generalized-fuzzy-hough-transform), MATLAB Central File Exchange. 检索来源 2024/8/26.