Fast Finsler Active Contours and Shape Prior Descriptor

被引:0
|
作者
Derraz, Foued [1 ,2 ,4 ]
Taleb-Ahmed, Abdelmalik [2 ]
Peyrodie, Laurent [3 ]
Forzy, Gerard [1 ,4 ]
Boydev, Christina
机构
[1] Fac Libre Med, 46 Port Lille, Lille, France
[2] Univ Valenciennes, LAMIH FRE, CNRS, F-59313 Valenciennes, France
[3] Hautes Etudes Ingenieur, Lille, France
[4] Grp Hosp Inst Catholique Lille, Lille, France
关键词
Finsler Active contours; Wulff Shape; characteristic function; Shape prior; Primal dual; SEGMENTATION; DRIVEN;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we proposed a new segmentation method based Fast Finsler Active Contours (FFAC). The FFAC is formulated in the Total Variation (TV) framework incorporating both region and shape descriptors. In the Finsler metrics, the anisotropic boundary descriptor favorites strong edge locations and suitable directions aligned with dark to bright image gradients. Strong edges are not required everywhere along. We prove the existence of a solution to the new binary Finsler active contours model and we propose a fast and easy algorithm in characteristic function framework. Finally, we show results on some MR challenging images to illustrate accurate.
引用
收藏
页码:189 / +
页数:2
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