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System and method for optimizing control parameter settings in a chain of video processing algorithms

机译:在视频处理算法链中优化控制参数设置的系统和方法

摘要

By using a chain of video processing algorithms, and the systems and methods disclosed for use in a video processing system capable of processing a video stream, the system and method, each of the video in the chain of the video processing algorithms to provide a high quality video image constitute a control parameter set of the processing algorithm at the best. Video processing algorithms of the present invention comprises a chain, the optimization unit and a target quality metric units of video processing algorithms. The output video stream in the chain of from the video processing unit is fed back to the target quality metric units. Target quality metric units by calculating a suitability value, and provides a fitness value to the optimization unit. Fit unit using a goodness of fit value to configuration control parameters of the set of video processing algorithms. One advantage to the embodiment of the invention, optimization unit uses a genetic algorithm to optimize processing. Video processing system so as to iteratively converge to the control parameter structure for generating a high-quality video image.
机译:通过使用视频处理算法链,以及所公开的在能够处理视频流的视频处理系统中使用的系统和方法,该系统和方法,视频处理算法链中的每个视频都提供了高高质量的视频图像最好构成处理算法的控制参数集。本发明的视频处理算法包括视频处理算法的链,优化单元和目标质量度量单元。来自视频处理单元的链中的输出视频流被反馈到目标质量度量单位。通过计算适用性值来确定质量指标单位,并将适合度值提供给优化单位。使用一组拟合值的优值来拟合视频处理算法集的配置控制参数的单元。本发明实施例的一个优点是,优化单元使用遗传算法来优化处理。视频处理系统,以迭代地收敛到用于生成高质量视频图像的控制参数结构。

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