KMID : 0372919960170030305
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Journal of Biomedical Engineering Research 1996 Volume.17 No. 3 p.305 ~ p.312
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Fractal Coding of Three Dimensional Medical Images with Perceptually Enhanced Matching
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Abstract
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A new three dimensional fractal coding is proposed with a perceptually enhanced matching. Since most of medical images (e.g. computed tomoyaphy or magnetic resonance images) have three dimensional characters, searching regions are extended to adjacent slices. For a perceptually enhanced matching, a high frequency boost filter is used for pre-filtering images to be encoded, and a least mean square error matching is applied to the edge enhanced Images rather than the original images. From simulation with magnetic resonance images(255x255, 8bits/pixel), reconstructed images by the proposed compression algorithm show much improved subjective image quality with higher peak signnal-to-noise ratio compared to those by existing fractal coding algorithms at compression ratios of about 10.
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