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Optimization techniques for real-time image processing

机译:实时图像处理的优化技术

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Abstract: Real-time image-processing differs from 'ordinary' image-processing in that the logical correctness of the system requires both correct and timely outputs. And, although special real-time imaging architectures are available or can theoretically be constructed, there are no standard programming languages to support these architectures. Moreover, many applications cannot or do not take advantage of any special imaging architectures; they use standard processors instead. In this case, optimization of run-time code is necessarily done with hand-tuning or by trial-and-error. In this paper these optimization techniques are formalized and it is shown how they can be applied to imaging algorithms in real-time to improve run-time performance.!4
机译:摘要:实时图像处理与“普通”图像处理的不同之处在于,系统的逻辑正确性需要正确且及时的输出。而且,尽管可以使用特殊的实时成像体系结构,或者从理论上讲可以构建特殊的实时成像体系结构,但是还没有标准的编程语言来支持这些体系结构。而且,许多应用不能或不利用任何特殊的成像体系结构。他们改用标准处理器。在这种情况下,运行时代码的优化必须通过手动调整或反复试验来完成。本文对这些优化技术进行了形式化描述,并展示了如何将其实时应用于成像算法以提高运行时性能!4

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