GPU-based Image Processing Use Cases: A High-Level Approach (bibtex)
by Volkmar Wieser, Clemens Grelck, Holger Schöner, Peter Haslinger, Karoly Bosa, Bernhard Moser
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.
Reference:
GPU-based Image Processing Use Cases: A High-Level Approach (Volkmar Wieser, Clemens Grelck, Holger Schöner, Peter Haslinger, Karoly Bosa, Bernhard Moser), In Proceedings of the International Conference on Parallel Computing (ParCo), IOS Press, volume 22, 2011.
Bibtex Entry:
@inproceedings{wieser_gpu-based_2011,
	series = {Advances in Parallel Computing},
	title = {{GPU}-based Image Processing Use Cases: A High-Level Approach},
	volume = {22},
	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.},
	publisher = {{IOS} Press},
	booktitle = {Proceedings of the International Conference on Parallel Computing (ParCo)},
	author = {Wieser, Volkmar and Grelck, Clemens and Schöner, Holger and Haslinger, Peter and Bosa, Karoly and Moser, Bernhard},
	month = sep,
	year = {2011},
	pages = {199--206},
	file = {download/publications/Wieser2012_SCCH_ParCo2011_GPUbasedImageProcessingUseCases.pdf}
}
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