Title :
Image frame fusion using 3D anisotropic diffusion
Author :
Kahraman, Fatih ; Mendi, C. Deniz ; Gökmen, Muhittin
Author_Institution :
TUBITAK Marmara Res. Center, Inf. Inst., Kocaeli
Abstract :
In this paper, a modified 3D anisotropic diffusion method is proposed to improve the multi-frame image fusion performance. Multi frame image sequence is considered to be composed of aligned and warped images. The goal of this approach is to obtain a restored image from the aligned and warped image sequence, where alignment error and Gaussian noise are reduced. The proposed method consists of medium band stack filter and tree-structured 3D diffusion filter.
Keywords :
Gaussian noise; image fusion; image restoration; image sequences; stack filters; 3D anisotropic diffusion; Gaussian noise reduction; aligned image sequence; image frame fusion; image restoration; medium band stack filter; multiframe image sequence; tree-structured 3D diffusion filter; warped image sequence; Anisotropic magnetoresistance; Filtering; Filters; Image fusion; Image resolution; Image restoration; Image sequences; Informatics; Layout; Shape;
Conference_Titel :
Computer and Information Sciences, 2008. ISCIS '08. 23rd International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-2880-9
Electronic_ISBN :
978-1-4244-2881-6
DOI :
10.1109/ISCIS.2008.4717968
