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基于轨道特征的电子稳像算法研究

Research of Electronic Image Stabilization Algorithm Based on Orbital Character

中文摘要英文摘要

单目视觉测距技术是矿井机车防撞预警系统的关键,而测距精度直接影响系统的可靠性。论文针对矿井机车运行过程中因抖动造成图像产生偏移,影响测距精度的问题,提出一种基于轨道特征的不变性,通过提取局部特征模板,实施特征块匹配以获得全局运动矢量的稳像算法。该算法将整幅图像的处理,转移到一个特征明显的图像块里处理,明显提高了图像处理速度。实验表明,该算法能有效消除因抖动而产生的图像偏移,能满足测距的精确性与实时性要求。

he monocular vision is the key technology for the locomotive anti-collision warning system. The range precision influence the system’s performance. In this paper according to the question of video jitter result in the accuracy reducing, proposed a new EIS algorithm based on the orbital characteristic, through extracting and matching partial feature template obtained the global movement vector. Treated the partial feature template, instead of treating the global image, the speed of system was improved obviously. The result of simulation indicated that this algorithm can effectively eliminate image migration which produces because of the video jitter, has solved the deviation of ranging precision, and satisfies the real-time request of system.

侯培培、梁山、甘平、鲜晓东

矿业工程理论与方法论矿山电气电子技术应用

视频测距电子稳像车载监控

Vision Distance Measurementelectronic image stabilizationvehicle monitoring

侯培培,梁山,甘平,鲜晓东.基于轨道特征的电子稳像算法研究[EB/OL].(2010-04-12)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201004-407.点此复制

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