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Journal Articles Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference Year : 2010

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

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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.
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inserm-00580193 , version 1 (20-04-2011)

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Ke Wu, Carole Garnier, Jean-Louis Coatrieux, Huazhong Shu. A preliminary study of moment-based texture analysis for medical images.. Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2010, 2010, pp.5581-4. ⟨10.1109/IEMBS.2010.5626789⟩. ⟨inserm-00580193⟩
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