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GPU-Based Image Processing Use Cases: A High-Level Approach
Volkmar Wieser, Clemens Grelck, Holger Schöner, Peter Haslinger, Karoly Bosa, Bernhard Moser
199 - 206
10.3233/978-1-61499-041-3-199
Advances in Parallel Computing
Volume 22: Applications, Tools and Techniques on the Road to Exascale Computing
Abstract

This paper addresses the gap between envisioned hardware-virtualized techniques for GPU programming and a conventional approach from the point of view of an application engineer taking software engineering aspects like maintainability, understandability and productivity, and resulting achieved gain in performance and scalability into account. This gap is discussed on the basis of use cases from the field of image processing, and illustrated by means of performance benchmarks as well as evaluations regarding software engineering productivity.

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