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Parallel video processing on FPGA architecture

机译:FPGA架构上的并行视频处理

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摘要

Real-time video applications are becoming widely used in many domains with more demand for high performance. Video processing is intensive and habitually has accompanying real-time or super-real-time requirements. Such us, multiple cameras are used in monitoring and surveillance systems in automatically real-time analyse video to detect unusual events. Due to the strong computational imposed by video algorithms, real-time video treatment is notably amenable to concurrent processing. Classical implementation solutions whether based on general purpose processors or dedicated ones like DSP cannot fulfil wanted performance. In this article, we focus on the applicability of computing reconfigurable architectures to parallel video processing applications. The experiment results show that the proposed hardware-oriented multi-treatment architecture can provide an average frame rate of 45 frames/s at high definition resolution. Statistics show a consumption about 18% of logic resources and 27% of on chip memory which gives the possibility to integrate additional treatments.
机译:实时视频应用在许多域中被广泛使用,具有更多对高性能需求的域。视频处理密集且习惯性伴随着实时或超实时要求。这样我们,多个摄像机在自动实时分析视频中用于监视和监视系统,以检测异常事件。由于视频算法施加的强大计算,实时视频处理非常适合并发处理。古典实现解决方案是否基于通用处理器或DSP等专用的,不能满足想要的性能。在本文中,我们专注于计算可重新配置架构到并行视频处理应用程序的适用性。实验结果表明,所提出的面向硬件的多处理架构可以在高清晰度分辨率下提供45帧/秒的平均帧速率。统计数据显示约18%的逻辑资源和27%的芯片内存,这可以实现额外的处理。

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