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Systolic processors applied to computer vision systems

机译:脉动处理器应用于计算机视觉系统

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Low level image processing needs to apply simple operations to large sets of data. This processing has to be done quickly. Systolic processors enable this to be done. This study describes the design of a reconfigurable systolic processor for the iconic processing of images in real time (video rate). The computers of the processor (basic cells, delay elements, and interconnection network) are presented paying special attention to the basic cell. The basic operations used in the iconic processing of images are studied. The cell is designed so that it can carry out these operations. In the results section, the configurations of the processor for some preprocessing algorithms (convolution, median filtering, narrow edge extraction) are presented and the typical performance of the processor and the techniques used (segmentation and parallelism) are also shown.
机译:低级图像处理需要对大型数据集应用简单的操作。此处理必须快速完成。脉动处理器可以做到这一点。这项研究描述了用于图像(图像速率)实时图像处理的可重配置脉动处理器的设计。介绍处理器的计算机(基本单元,延迟元件和互连网络)时要特别注意基本单元。研究了图像的标志性处理中使用的基本操作。单元的设计使其可以执行这些操作。在结果部分中,介绍了一些预处理算法(卷积,中值滤波,窄边提取)的处理器配置,并显示了处理器的典型性能和所用技术(分段和并行性)。

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