用模拟VLSI视觉芯片计算运动:四种方法的实验比较

Christof Koch, Andrew J. Moore, W. Bair, Timothy K. Horiuchi, Brooks Bishofberger, John Lazzaro
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引用次数: 37

摘要

作者已经设计、构建和测试了许多模拟CMOS VLSI电路,用于从片上光电晶体管阵列提供的时变强度值计算1D运动。作者给出了这三种电路的实验数据,并讨论了它们的相对性能。一个电路近似于相关模型,一个近似于梯度模型,而第三个芯片使用电阻网格计算过零点,由一个单独的数字处理器随时间跟踪。所有电路都将图像采集与图像处理功能和实时计算速度集成在一起。最后,为了比较,作者还描述了使用现成组件的简单运动算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computing motion using analog VLSI vision chips: an experimental comparison among four approaches
The authors have designed, built and tested a number of analog CMOS VLSI circuits for computing 1D motion from the time-varying intensity values provided by an array of on-chip phototransistors. The authors present experimental data for three such circuits and discuss their relative performance. One circuit approximates the correlation model, one the gradient model, while a third chip uses resistive grids to compute zerocrossings to be tracked over time by a separate digital processor. All circuits integrate image acquisition with image processing functions and compute velocity in real time. Finally, for comparison, the authors also describe the performance of a simple motion algorithm using off-the-shelf components.<>
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