Title :
A novel interpolation algorithm for 3D reconstruction of medical images
Author :
Zhou, Xueli ; Wan, Wanggen ; Zhou, Zhenghua ; Wang, Rui ; Qian, Feng
Author_Institution :
Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
Abstract :
This paper implements a novel interpolation algorithm for three-dimensional reconstruction of medical images. Image Interpolation is often required in three-dimensional reconstruction. This paper analyzes and compares the limits of the traditional interpolation algorithm: grey-based interpolation, shape-based interpolation. To overcome the disadvantages of these traditional algorithms, a novel interpolation algorithm is proposed, which combines the virtues of the both traditional interpolation algorithms. Extensive experiments show that the efficiency of three-dimensional reconstruction can be improved a lot by using the novel algorithm.
Keywords :
image reconstruction; interpolation; medical image processing; grey-based interpolation; image interpolation; interpolation algorithm; medical images 3D reconstruction; shape-based interpolation; Algorithm design and analysis; Computed tomography; Image reconstruction; Interpolation; Medical diagnostic imaging; Polynomials;
Conference_Titel :
Audio Language and Image Processing (ICALIP), 2010 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-5856-1
DOI :
10.1109/ICALIP.2010.5685101