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Feature Enhancement of Medical Images using Morphology-Based Homomorphic Filter and Differential Evolution Algorithm

Jinsung Oh and Heesoo Hwang
International Journal of Control, Automation, and Systems, vol. 8, no. 4, pp.857-861, 2010

Abstract : In this paper, we present a new morphology-based homomorphic filtering technique for feature enhancement in medical images. The proposed method is based on decomposing an image into morphological subbands. The homomorphic filtering is performed using the morphological subbands. The differential evolution algorithm is applied to find an optimal gain and structuring element for each subband. Simulations show that the proposed filter improves the contrast of the features in medical images.

Keyword : Differential evolution algorithm, homomorphic filter, image enhancement, morphological filter.

 
 
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