A preliminary study of moment-based texture analysis for medical images. - Inserm - Institut national de la santé et de la recherche médicale Access content directly
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.

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.
Fichier principal
Vignette du fichier
A_preliminary_study_of_moment-based_TA_for_Medical_Images.pdf (280.91 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

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

Identifiers

Cite

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⟩
80 View
263 Download

Altmetric

Share

Gmail Facebook X LinkedIn More