Feature enhancement of medical images using morphology-based homomorphic filter and differential evolution algorithm |
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Authors: | Jinsung Oh Heesoo Hwang |
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Affiliation: | 1. Department of Electrical Eng., Halla University, San 66, Heungup, Wonju, Kangwon, 220-712, Korea
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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. |
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