No Cover Image

Journal article 689 views

Integrated Segmentation and Interpolation of Sparse Data

Adeline Paiement, Majid Mirmehdi, Xianghua Xie Orcid Logo, Mark C. K. Hamilton

IEEE Transactions on Image Processing, Volume: 23, Issue: 1, Pages: 110 - 125

Swansea University Authors: Adeline Paiement, Xianghua Xie Orcid Logo

Full text not available from this repository: check for access using links below.

DOI (Published version): 10.1109/TIP.2013.2286903

Abstract

This paper addresses the two inherently related problems of segmentation and interpolation of 3D and 4D sparse data by integrating integrate these stages in a level set framework. The method supports any spatial configurations of sets of 2D slices having arbitrary positions and orientations. We intr...

Full description

Published in: IEEE Transactions on Image Processing
Published: 2014
URI: https://cronfa.swan.ac.uk/Record/cronfa18012
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract: This paper addresses the two inherently related problems of segmentation and interpolation of 3D and 4D sparse data by integrating integrate these stages in a level set framework. The method supports any spatial configurations of sets of 2D slices having arbitrary positions and orientations. We introduce a new level set scheme based on the interpolation of the level set function by radial basis functions. The proposed method is validated quantitatively and/or subjectively on artificial data and MRI and CT scans and is compared against the traditional sequential approach.
Keywords: Image Segmentation, Image Registration, Data Reconstruction, Integrated Segmentation and Registration, Level Set Method
College: College of Science
Issue: 1
Start Page: 110
End Page: 125