Medical Image Segmentation Using Texture Directional Features
UNIVERSITE DE LA MEDITERRANEE MARSEILLE (FRANCE) LAB D'INFORMATIQUE DE MARSEILLES
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Medical image segmentation can often be performed through tissue texture analysis. One of the most recent and interesting ideas to do that is to take into account the distribution of local maximum orders. We have followed up this idea by using directional maximums and we have applied it to tissue differentiation. Two problems are emerging now one is the identification of a given texture labeling and another one is the characterization of the different areas within images segmentation. In this paper, we present our new approach for texture representation and analysis, and we point out the advances and problems involved in the image segmentation process.
- Medicine and Medical Research
- Numerical Mathematics