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A preliminary study of moment-based texture analysis for medical images
Ke Wu1, Carole Garnier, Jean-Louis Coatrieux
1Laboratory of Image Science and Technology, Department of Computer Science and Engineering, Southeast University, China. wukehello@gmail.com
Abstract:
A moment-based approach is proposed for texture analysis of medical images. The neighborhood of texture pixel is calculated by moments for texture feature extraction. After verified on Brodatz textures, the moment-based texture analysis method is applied on CT liver scan classification and prostate ultrasound segmentation. A support vector machine and a multi-channel active contour model are used in our application. The result shows that our method works well but still have some limitations.
