基于api的视觉芯片控制系统,具有高度并行的信号处理

Peter Reichel, Jens Döge, Nico Peter, Christoph Hoppe, Andreas Reichel
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引用次数: 6

摘要

机器视觉领域仍然由连接在PC上的相机组成的经典成像系统所主导。特别是对最小延迟或最大刷新率有很高要求的非常快的进程,越来越多地开始将此类系统扩展到其极限。集成了特征提取的图像传感器——即所谓的“视觉芯片”——与传统成像仪相比,已经可以减少芯片上的数据量,从而缩小输出到相关数据的范围。自由可编程的系统不局限于执行特定的硬连线算法。然而,最重要的是,由于必要的,但相当复杂的外部电路,迄今为止,没有一个提议的系统能够获得接受。本文介绍了一种基于专用指令集处理器(ASIP)的控制系统的体系结构,该控制系统可以直接集成到片上系统(SoC)中。传感器的功能单元作为额外的数据路径元素集成到微控制器中,使它们作为指令集的一部分直接访问。此外,一个可参数化的输入/输出(IO)控制器和一个基于串行外设接口(SPI)的配置接口使系统能够广泛地使用特定的算法。所提出的控制系统已集成到一个原型视觉芯片中,并已成功测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An ASIP-based control system for Vision Chips with highly parallel signal processing
The field of Machine Vision is still dominated by classical imaging systems consisting of a camera attached to a PC. Especially very fast processes with high requirements on minimal latency or maximal refresh rate are increasingly starting to stretch such systems to their limits. Image sensors with integrated feature extraction - so-called “Vision Chips” - already allow reducing the amount of data on chip compared to conventional imagers, thereby narrowing down the output to relevant data. Freely programmable systems are not restricted to the execution of a specific hard-wired algorithm. However, not least because of the necessary, but rather complex external circuitry, none of the proposed systems have so far been able to gain acceptance. This paper introduces an architecture of an Application-Specific Instruction Set Processor (ASIP) based control system, which can be directly incorporated into a System-on-Chip (SoC). The sensor's functional units are integrated into the micro-controller as additional data path elements, making them directly accessible as part of the instruction set. Furthermore, a parameterizable input/output (IO) controller and an Serial Peripheral Interface (SPI) based configuration interface enable the system to be used widely self-sufficient with specific algorithms. The proposed control system has been integrated into a prototypical Vision Chip and has been successfully tested.
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