%0 Conference Proceedings
%4 sid.inpe.br/sibgrapi@80/2007/09.20.00.59
%2 sid.inpe.br/sibgrapi@80/2007/09.20.00.59.01
%T A Statistical Approach for Image Interpolation
%D 2007
%A Homem, Murillo Rodrigo Petrucelli,
%A Mascarenhas, Nelson Delfino d'Ávila,
%@affiliation Departamento de Computação, Universidade Federal de São Carlos
%@affiliation Departamento de Computação, Universidade Federal de São Carlos
%E Gonçalves, Luiz,
%E Wu, Shin Ting,
%B Brazilian Symposium on Computer Graphics and Image Processing, 20 (SIBGRAPI)
%C Belo Horizonte, MG, Brazil
%8 7-10 Oct. 2007
%I Sociedade Brasileira de Computação
%J Porto Alegre
%S Proceedings
%K Statistical image interpolation, orthogonality principle.
%X Interpolation is an image processing operation for improve the resolution of a digital image. In this work, following the orthogonality principle, and under the assumption that the actual image is a locally stationary random process, we propose an alternative scheme for image interpolation. In our approach, the computational complexity is similar to the first-order spline algorithm. The algorithm was compared with classical B-spline methods and also with a statistical interpolator previously proposed in the literature. According to the normalized mean square error criteria, the proposed method produced accurate results.
%@language en
%3 interpolation-mrph.pdf