Applying Object Oriented Design Patterns to CUDA based Pyramidal Image Blending – An Experience
Bhabha Atomic Research Centre, Mumbai, India, 400085
International Journal of Software Engineering and Its Applications (IJSEIA) Vol. 6, No.2, 2012
@article{shete2012applying,
title={Applying Object Oriented Design Patterns to CUDA based Pyramidal Image Blending-An Experience},
author={Shete, P.P. and Venkat, PPK and Sarode, D.M. and Laghate, M. and Bose, SK},
year={2012}
}
In this paper, we present Compute Unified Device Architecture i.e. CUDA based pyramidal image blending algorithm using an object oriented design patterns. This algorithm is an essential part of an image stitching process for a seamless panoramic mosaic. The CUDA framework is a novel GPU programming framework from NVIDIA. We introduce an object oriented framework for the CUDA based image processing. We illustrate a set of design patterns exploiting programming advantages of an object oriented language; such as encapsulation, code reusability, information hiding, complexity hiding and extensibility. We discuss the framework’s performance in terms of programming efforts, execution overhead and speedup factor achieved over the CPU one. We also talk about programming efforts required for adding the OpenGL Shading Language functionality to the framework.
May 19, 2012 by hgpu
