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A Parallel Framework for Video Super-resolution

机译:视频超分辨率的并行框架

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摘要

In this work we propose a framework for increasing the processing efficiency of super-resolution algorithms. The framework is targeted at super-resolution video processing algorithms, that require a large amount of data processing. We propose a set of strategies that use a combination of data simplification and parallel processing. The simplification strategies are used to decrease the amount of complex data and, consequently, decrease the processing time. The parallel processing strategies are designed so that major modifications of the super-resolution algorithms are not required. As presented in this work, the framework is fast and makes the video resolution increase timely.
机译:在这项工作中,我们提出了一个用于提高超分辨率算法处理效率的框架。该框架针对需要大量数据处理的超分辨率视频处理算法。我们提出了一套结合数据简化和并行处理的策略。简化策略用于减少复杂数据的数量,从而减少处理时间。设计了并行处理策略,因此不需要对超分辨率算法进行重大修改。如本文所述,该框架速度很快,可以使视频分辨率适时提高。

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