Total Variation Filtered Demons for Improved Registration of Sliding Organs. (10th December 2013)

• Record Type: Journal Article
• Authors: Demirović, Damir; Šerifović-Trbalić, Amira; Prljača, Naser; Cattin, Philippe C.
• Other Names: Chow J. Academic Editor.; Wan X. Academic Editor.
• Is Part Of: ISRN biomathematics. Volume 2013(2013)
• Publication Date: 2013-12-10
• Subjects: Biomathematics -- Periodicals; Models, Biological; Biometry; Biomathematics; Electronic journals; Periodicals; Periodicals; Fulltext; Internet Resources; Periodicals; 570.151
• DOI: 10.1155/2013/534891
• Languages: English
• ISSNs: 2090-7702

Abstract

Abstract : We present a new approach to regularize the displacement field of the accelerated Demons registration algorithm. The accelerated Demons algorithm uses Gaussian smoothing to penalize oscillatory motion in the displacement fields during registration. This regularization approach is often applied and ensures a smooth deformation field. However, when registering images with discontinuities in their motion field such as from organs sliding along the chest wall, the assumption of a smooth deformation field is invalid. In this work, we propose using total variation based smoothing that is known to better retain the discontinuities in the deformation field. The proposed approach is a first step towards automatically recovering breathing induced organ motion with good accuracy.