Applying Object Oriented Design Patterns to CUDA Based Pyramidal Image Blending - An Experience

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Provided by: Science and Development Network (SciDev.Net)
Topic: Software
Format: PDF
In this paper, the authors 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. They introduce an object oriented framework for the CUDA based image processing. They 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. They discuss the framework's performance in terms of programming efforts, execution overhead and speedup factor achieved over the CPU one.
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