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Chapter 10 Image-Based Distance Change Identification by Segment Correlation

机译:第10章基于图像的距离变化识别

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Image-based distance identification is an interesting topic in image processing. It can be classified into three methods. The parallax approaches, the method with marker and the method with a priori knowledge of an object's physical size. The above methods are not easily implemented in an embedded system. This paper reports the development of an efficient image-based algorithm to identify the change of distance between camera and the captured object by measuring the movement of objects in the image. The algorithm is designed to work on a single camera without the aid of image markers such as laser beams. The algorithm calculates the correlation of predefined segments in the image to detect object movements, and therefore identify the direction and magnitude of distance change. The algorithm was designed to be implemented in a quadcopter to identify its change of altitude. The performance of the algorithm was examined using a simulated environment, and is reported in this paper.
机译:基于图像的距离识别是图像处理中一个有趣的话题。它可以分为三种方法。视差方法,带有标记的方法以及具有对象物理尺寸的先验知识的方法。上述方法在嵌入式系统中不容易实现。本文报道了一种有效的基于图像的算法的发展,该算法通过测量图像中的物体运动来识别相机和被捕获物体之间的距离变化。该算法设计为可在单个相机上工作,而无需借助诸如激光束之类的图像标记。该算法计算图像中预定义段的相关性以检测物体的运动,从而确定距离变化的方向和幅度。该算法设计为在四轴飞行器中实施,以识别其高度变化。使用模拟环境检查了算法的性能,并在本文中进行了报道。

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