Evolutionary Design of Morphology-Based Homomorphic Filter for Feature Enhancement of Medical Images
Heesoo Hwang, Jinsung Oh · International Journal of Fuzzy Logic and Intelligent Systems · 2009
In this paper, a new morphology-based homomorphic filtering technique is presented to enhance features in medical images. The homomorphic filtering is performed based on the morphological sub-bands, in which an image is morphologically decomposed. An evolutionary design is carried to find an optimal gain and structuring element of each sub-band. As a search algorithm, Differential Evolution scheme is utilized. Simulations show that the proposed filter improves the contrast of the interest feature in medical images.