Title :
An estimation theoretic approach to 3D image interpolation
Author :
Mascarenh, Nelson D A ; Souza, Ilana A. ; Cruvine, Paulo E. ; Biscegl, Clovis I. ; Rosa, Reinaldo R.
Author_Institution :
Dept. de Computacao, Univ. Fed. de Sao Carlos, Brazil
Abstract :
The paper presents a new approach to image 3D interpolation using Bayesian estimation theory. Two methods are presented, depending on the used a priori information. The approach is applied to the interpolation of X-ray images from the solar atmosphere taken at different depths, as well as RMN tomographic images of a tomato
Keywords :
X-ray imaging; astronomy computing; biological techniques; computerised tomography; estimation theory; interpolation; solar atmosphere; stereo image processing; 3D image interpolation; Bayesian estimation theory; RMN tomographic images; X-ray image interpolation; a priori information; solar atmosphere; tomato; Atmosphere; Bayesian methods; Estimation theory; Instruments; Interpolation; Layout; Pixel; Spline; Tomography; X-ray imaging;
Conference_Titel :
Computer Graphics and Image Processing, 2000. Proceedings XIII Brazilian Symposium on
Conference_Location :
Gramado
Print_ISBN :
0-7695-0878-2
DOI :
10.1109/SIBGRA.2000.883909
