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Stereovision-based 3D obstacle detection for automotive safety driving assistance

机译:基于Stereovision的3D障碍物检测技术可为汽车安全驾驶提供帮助

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This paper describes the implementation of a realtime architecture dedicated to obstacle detection in the automotive domain, and more particularly to pre-crash situations. The method, based on stereovision, is of high complexity and can not run in real-time on standard processors. Therefore, the application is accelerated with the use of special purpose hardware; in particular, a highly parallelized disparity engine is presented. A prototype board was built, which achieves a performance of 460GOPS and computes the application at the rate of 22 frames per second, thus reaching road safety constraints.
机译:本文介绍了一种实时架构的实现,该架构专用于汽车领域中的障碍物检测,尤其是针对碰撞前的情况。该方法基于stereovision,具有很高的复杂度,无法在标准处理器上实时运行。因此,通过使用专用硬件可以加速应用程序。特别地,提出了高度并行化的视差​​引擎。建造了一个原型板,可达到460GOPS的性能,并以每秒22帧的速度计算应用程序,从而达到了道路安全的约束。

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