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Detecting approaching cars via artificial insect vision

机译:通过人工昆虫愿景检测接近汽车

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The application of computer vision or image processing technology is typically limited to expensive machines in big facilities. One reason for this phenomenon is the cost of hardware required by this technology. In order to develop computer vision algorithms runnable on inexpensive hardware, we look at the vision system of insects, and discuss four ideas we could take into account when developing such algorithms. On the basis of this discussion, we specify a design for an approaching-car detection system for car driver assistance. This system is attached to the rear of a car, and faces backwards. If other cars approach from the rear, the system informs the driver. We investigated the performance of the system using various experiments and demonstrated its effectiveness. The amount of computation the system must carry out is approximately one ten-thousandth of that required by a conventional image processing algorithm. It is executable on a small and inexpensive processor for embedding purposes.
机译:计算机视觉或图像处理技术的应用通常限于大设施中的昂贵机器。这种现象的一个原因是该技术所需的硬件成本。为了开发在廉价硬件上运行的计算机视觉算法,我们看看昆虫的视觉系统,并在开发此类算法时讨论我们可以考虑的四个想法。在本讨论的基础上,我们指定了用于汽车驾驶员辅助的接近汽车检测系统的设计。该系统连接在汽车的后部,向后面向朝向。如果其他汽车从后面接近,系统会通知司机。我们调查了系统使用各种实验的性能,并证明了其有效性。计算的计算量必须执行传统图像处理算法所需的大约一个十分之一。它是在小型和廉价的处理器上可执行的,用于嵌入目的。

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