A preliminary study of moment-based texture analysis for medical images.Report as inadecuate




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* Corresponding author 1 CRIBS - Centre de Recherche en Information Biomédicale sino-français 2 LIST - Laboratory of Image Science and Technology Nanjing 3 LTSI - Laboratoire Traitement du Signal et de l-Image

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.





Author: Ke Wu - Carole Garnier - Jean-Louis Coatrieux - Huazhong Shu -

Source: https://hal.archives-ouvertes.fr/



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