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  • 标题:Performance Evaluation and Limitations of a Vision System on a Reconfigurable/Programmable Chip
  • 本地全文:下载
  • 作者:J. Fernández-Pérez ; F.J. Sánchez-Fernández ; R. Carmona-Galán
  • 期刊名称:Journal of Universal Computer Science
  • 印刷版ISSN:0948-6968
  • 出版年度:2007
  • 卷号:13
  • 期号:3
  • 页码:440-440
  • 出版社:Graz University of Technology and Know-Center
  • 摘要:This paper presents a survey of the characteristics of a vision system implemented in a reconfigurable/programmable chip (FPGA). System limitations and performance have been evaluated in order to derive specifications and constraints for further vision system synthesis. The system hereby reported has a conventional architecture. It consists in a central microprocessor (CPU) and the necessary peripheral elements for data acquisition, data storage and communications. It has been designed to stand alone, but a link to the programming and debugging tools running in a digital host (PC) is provided. In order to alleviate the computational load of the central microprocessor, we have designed a visual co-processor in charge of the low-level image processing tasks. It operates autonomously, commanded by the CPU, as another system peripheral. The complete system, without the sensor, has been implemented in a single reconfigurable chip as a SOPC. The incorporation of a dedicated visual co-processor, with specific circuitry for low-level image processing acceleration, enhances the system throughput outperforming conventional processing schemes. However, time-multiplexing of the dedicated hardware remains a limiting factor for the achievable peak computing power. We have quantified this effect and sketched possible solutions, like replication of the specific image processing hardware.
  • 关键词:algorithms implemented in hardware, hardware architecture, image processing, implementation, system-on-a-programmable-chip
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