机器人足球颜色自动分割的研究

D. Bailey, M. Contreras, G. S. Gupta
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引用次数: 4

摘要

在机器人足球中调整颜色阈值是很费力的,而且对照明的变化很敏感。介绍了一种相机内自动增益控制和白平衡的算法。这大大减少了光照变化对阈值的影响。其次,提出了一种新的色彩空间,最大限度地提高了不同颜色区域的色相分离,以提高色彩辨别能力。最后简要讨论了几种自动分割技术。所有的算法都设计为直接操作来自摄像机的数据流,从而实现低延迟的FPGA实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards automatic colour segmentation for robot soccer
Tuning the colour thresholds within robot soccer is laborious, and sensitive to changes in illumination. An algorithm for automatic gain control and white balancing within the camera is described. This significantly reduces the effects of the variations in lighting on the thresholds. Next, a new colour space is proposed which maximises the hue separation of the different coloured regions to improve the colour discrimination. Finally several automatic segmentation techniques are briefly discussed. All of the algorithms are designed to operate on data directly streamed from the camera, enabling a low latency FPGA implementation.
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