Focus Function for Biomedical Images as a Result of Genetic Programming

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Authors

BRÁZDILOVÁ Silvie Luisa

Year of publication 2006
Type Article in Proceedings
Conference 2nd Doctoral Workshop on Mathematical and Engineering Methods in Computer Science (MEMICS)
MU Faculty or unit

Faculty of Informatics

Citation
Field Informatics
Keywords focus function; genetic programming; automated microscopy
Description This work aims to find a new focus function for typical biomedical images. No generally usable function exists so far. First, 17 classic methods are tested and evaluated. A version of strongly typed genetic programming is used for generating new focus functions. Our method is described and the results are compared with the classic focus functions. Genetic programming proves to be a very promising method for discovering hidden features of image in focus.
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