一种用于实时立体视觉的并行可重构结构

Lei Chen, Yunde Jia
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引用次数: 18

摘要

本文提出了一种并行可重构的实时立体视觉计算体系结构。该体系结构分为四个部分:输入端口、输出端口、存储器和处理器。我们使用任务划分方法来实现算法的最大并行性和全流水线处理。我们还采用了内存管理来减少内存访问时间的延迟,提高处理速度。采用数据带宽控制,在保证计算精度要求的同时减少硬件资源的消耗。基于所提出的架构和设计方法,我们开发了一种微型立体视觉机(MSVM33),用于实时应用,以视频速率生成高分辨率密集视差图。
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A Parallel Reconfigurable Architecture for Real-Time Stereo Vision
In this paper, a parallel reconfigurable architecture is proposed for real-time stereo vision computation. The architecture is divided into four components: input port, output port, memory and processor. We use task partition methods to achieve the maximum parallel and full pipeline processing of the algorithm implementation. We also adopt memory management to decrease the latency of memory access time and accelerate the processing speed. Data bandwidth control is employed to reduce the hardware resource consumption while maintaining precision demand of computation. Based on the proposed architecture and design method, we have developed a miniature stereo vision machine (MSVM33) to generate high-resolution dense disparity maps at the video rate for real-time applications.
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