一个收缩神经网络图像处理架构

M. Cavaiuolo, A. Yakovleff, C. R. Watson, J. Kershaw
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引用次数: 7

摘要

介绍了一种基于神经加速板(NAB)的机器视觉系统,该系统实现了运动视差距离估计等机器视觉功能。NAB系统中使用的方法是使用高度并行的神经网络架构,对移动摄像机捕获的图像数据进行实时计算。介绍了NAB系统的体系结构、物理实现以及周边的应用系统。本文概述了运动视差算法的实现,作为该架构功能的演示。
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A systolic neural network image processing architecture
The architecture introduced, the neural accelerator board (NAB) system, has been designed to perform a range a machine vision functions, of which one is motion parallax range estimation. The approach used in the NAB system, is to perform real-time calculations on the image data, captured by a moving video camera, using a highly parallel neural network architecture. The NAB system architecture, its physical implementation, and the surrounding application system are described. The implementation of the motion parallax algorithm, as a demonstration of the capabilities of this architecture, is outlined.<>
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