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Systolic Processors Applied to Computer Vision Systems

机译:应用于计算机视觉系统的脉动处理器

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Low level image processing needs to apply simple operations to large setsof data. This processing has to be done quickly. Systolic processors enable this to be done.rnThis study describes the design of a reconfigurable systolic processor for the iconic processing of images in real time (video rate). The components 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.rnIn 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数据集应用简单的操作。此处理必须快速完成。脉动处理器使这一点得以实现。本研究描述了一种可重新配置的脉动处理器的设计,该处理器用于实时图像(视频速率)的图像处理。介绍了处理器的组件(基本单元,延迟元件和互连网络),并特别注意基本单元。研究了图像的标志性处理中使用的基本操作。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,以及处理器的典型性能和使用的技术。 (分段和并行性)也被显示。

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