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A Hierarchical Model for Embedded Real-time Stereo Imaging

机译:嵌入式实时立体成像的分层模型

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The special features of Stereo Imaging for LiDAR and hyperspectral sensor are multi-source data and complex algorithm, which will bring huge challenges to embedded real-time processing. To improve system performance, efficient software design is important. In this paper, based on the hardware platform with FPGA+2C6678, a hierarchical parallel model for software design is studied. In intermediate layer, an adaptive dynamic scheduling strategy and a two-stage pipeline parallel architecture based on message transmission are presented, which provide efficient connection between the top application design and the bottom hardware environment. The results indicate that this model is strongly supportive for the high-performance of embedded system, and is beneficial for the open and universal design.
机译:LIDAR和Hyperspectral传感器的立体成像的特殊功能是多源数据和复杂算法,它将带来巨大的挑战来嵌入实时处理。为提高系统性能,有效的软件设计很重要。本文基于具有FPGA + 2C678的硬件平台,研究了软件设计的分层并行模型。在中间层中,提出了基于消息传输的自适应动态调度策略和两级流水线并行架构,其在顶部应用程序设计和底部硬件环境之间提供有效的连接。结果表明,该模型强烈支持嵌入式系统的高性能,对开放式和通用设计有益。

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