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A 51.2GOPS Programmable Video Recognition Processor for Vision-Based Intelligent Cruise Control Applications

机译:用于基于视觉的智能巡航控制应用的51.2GOPS可编程视频识别处理器

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This paper describes a 51.2 GOPS video recognition processor that provides a cost effective device solution for vision-based intelligent cruise control (ICC) applications. By integrating 128 4-way VLIW (Very Low Instruction Word) processing elements and operating at 100 MHz, the processor achieves to provide a computation power enough for a weather robust lane mark and vehicle detection function written in a high level programming language, to run in video rate, while at the same time it satisfies power efficiency requirements of an in-vehicle LSI. Basing on four basic parallel methods and a software environment including an optimizing compiler of an extended C language and video-based GUI tools, efficient development of real-time video recognition applications that effectively utilize the 128 processing elements are facilitated. Benchmark results show that, this processor can provide a four times better performance compared with a 2.4 GHz general purpose micro-processor.
机译:本文介绍了一种51.2 GOPS视频识别处理器,该处理器为基于视觉的智能巡航控制(ICC)应用提供了一种经济高效的设备解决方案。通过集成128个4路VLIW(超低指令字)处理元件并以100 MHz的频率运行,该处理器可提供足够的计算能力,以运行以高级编程语言编写的耐候性车道标记和车辆检测功能视频速率方面,同时又满足车载LSI的能效要求。基于四种基本并行方法和一个软件环境(包括扩展的C语言的优化编译器和基于视频的GUI工具),可以有效开发有效利用128个处理元素的实时视频识别应用程序。基准测试结果表明,该处理器的性能是2.4 GHz通用微处理器的四倍。

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