학술논문

A new curves-based method for adaptive multimodal registration
Document Type
Conference
Source
2015 International Conference on Image Processing Theory, Tools and Applications (IPTA) Image Processing Theory, Tools and Applications (IPTA), 2015 International Conference on. :391-396 Nov, 2015
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Computing and Processing
General Topics for Engineers
Signal Processing and Analysis
Magnetic resonance imaging
Shape
Diseases
Splines (mathematics)
Lesions
Laplace equations
Image registration
Curves-based registration
Geodesic
Smooth deformation
Manifold embedding
Multimodal registration
Fitting
Endometriosis
Language
ISSN
2154-512X
Abstract
We propose a new multimodal image registration method when using Magnetic Resonance Imaging (MRI) and Transvaginal Ultrasound (TVUS) imaging separately. Given two sets of corresponding curves in the MRI and TVUS images, we estimate a deformation vector field that registers the TVUS image to the MRI in such a way that the corresponding curves match exactly and the deformation is sufficiently smooth over the whole image domain. Experimental results on real data show that the proposed method outperforms some of the state-of-the-art methods.