INTERFRAME CODING OF MAGNETIC-RESONANCE IMAGES

Citation
A. Nosratinia et al., INTERFRAME CODING OF MAGNETIC-RESONANCE IMAGES, IEEE transactions on medical imaging, 15(5), 1996, pp. 639-647
Citations number
20
Categorie Soggetti
Engineering, Biomedical","Radiology,Nuclear Medicine & Medical Imaging
ISSN journal
02780062
Volume
15
Issue
5
Year of publication
1996
Pages
639 - 647
Database
ISI
SICI code
0278-0062(1996)15:5<639:ICOMI>2.0.ZU;2-D
Abstract
This paper presents a new interframe coding method for medical images, in particular magnetic resonance (MR) images. Until now, attempts in using interframe redundancies for coding MR images have been unsuccess ful. We believe that the main reason for this is twofold: unsuitable i nterframe estimation models and the thermal noise inherent in magnetic resonance imaging (MRT). The interframe model used in this paper is a continuous affine mapping based on (and optimized by) deforming trian gles. The inherent noise of MRI is dealt with by using a median filter within the estimation loop, The residue frames are quantized with a z ero-tree wavelet coder, which includes arithmetic entropy coding. This particular method of quantization allows for progressive transmission , which aside from avoiding buffer control problems is very attractive in medical imaging applications.