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Parallel Multi-source Video Processing Based on Software Pipeline

机译:基于软件管道的并行多源视频处理

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摘要

A technology of parallel multi-source video processing based on software pipeline is presented, which has the features of reducing the design difficulty of the video processing applications, optimizing computing resource utilization rate and improving the real-time performance of the multi-source video processing with a complex algorithm. First, a kind of multi-task management system based on the multi-core CPU is introduced, which is used to schedule tasks and manage the loads of the computing resource, and on this basis, software pipeline is designed out. The software pipeline encapsulates the processing of a frame image as a task which will be submitted to the multi-task management system. Finally, the parallel multi-source video processing experiment was carried out to verify this technology. The results indicate that this technology could effectively improve the real-time performance of the multi-source and complex algorithm video processing, and it also has nice features in optimizing the computing resource utilization rate and load balance.
机译:提出了一种基于软件管道的并行多源视频处理技术,具有减少视频处理应用的设计难度的特征,优化计算资源利用率并提高多源视频处理的实时性能具有复杂的算法。首先,介绍了一种基于多核CPU的多任务管理系统,用于安排任务并管理计算资源的负载,并在此基础上设计,软件管道被设计为。软件管线将帧图像的处理封装为将被提交给多任务管理系统的任务。最后,进行了并行多源视频处理实验以验证这项技术。结果表明,该技术可以有效地提高多源和复杂算法视频处理的实时性能,并且在优化计算资源利用率和负载平衡方面也具有很好的功能。

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