GPU Implementation of Fuzzy Anisotropic Diffusion
Engineering Department, Universidad Autonoma de Yucatan Merida, C.P. 97203, Yucatan, Mexico
ICT&Applications and Collocated Events Conference (ICTA), 2012
@article{coello2012gpu,
title={GPU Implementation of Fuzzy Anisotropic Diffusion},
author={Coello, R.J.D. and Lugo, F.J.S. and Atoche, A.C. and Aguilar, J.O.},
year={2012}
}
In this paper, we present a GPU-based implementation of the Fuzzy-Anisotropic diffusion technique oriented for high-resolution multidimensional image/video techniques. The aggregation of parallel computing and the HW/SW co-design techniques are used in order to improve the time performance of the Fuzzy-Anisotropic Diffusion algorithm for image/video applications. Experimental results show the significantly increased performance efficiency both in resolution enhancement and in computational complexity reduction metrics gained with the proposed approach.
November 22, 2012 by hgpu
