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

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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https://www.hal.inserm.fr/inserm-00580193
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Submitted on : Wednesday, April 20, 2011 - 11:39:36 AM
Last modification on : Friday, July 5, 2019 - 10:16:02 AM
Long-term archiving on: : Thursday, July 21, 2011 - 2:29:38 AM

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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, Institute of Electrical and Electronics Engineers (IEEE), 2010, 2010, pp.5581-4. ⟨10.1109/IEMBS.2010.5626789⟩. ⟨inserm-00580193⟩

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