DocumentCode
534570
Title
Medical image restoration using multiple-point geostatistics
Author
Pham, Tuan D.
Author_Institution
Sch. of Eng. & Inf. Technol., Univ. of New South Wales, Canberra, ACT, Australia
Volume
1
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
371
Lastpage
374
Abstract
Noise inherently exists in medical and biological images as any imaging device, by a finite exposure time, is subject to stochastic noise from the random arrival events of photons. The purpose of image restoration is to bring back as much as possible the original image from its degraded state. This paper presents a spatial multiple-point statistical approach for restoration of medical image degradation.
Keywords
biomedical MRI; computerised tomography; image restoration; medical image processing; noise; statistical analysis; stochastic processes; medical image degradation; medical image restoration; multiple point geostatistics; statistical approach; stochastic noise; Biomedical imaging; Geology; Image restoration; Magnetic resonance imaging; Noise; Pixel; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6495-1
Type
conf
DOI
10.1109/BMEI.2010.5639528
Filename
5639528
Link To Document