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Acquisition of 3-D information using stereo vision system by relative stereo disparity with subpixel resolution

机译:使用具有子像素分辨率的相对立体视差的立体视觉系统获取3D信息

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For the acquisition of 3-dimensional information in real space, a stereo vision system is suitable. In the stereo system, the 3D real world position is derived from translation of the coordinates between the cameras and the world. Thus, to use stereo vision, there is a need to construct a precise system which provides kinematic precise translation between the camera and world coordinates, in spite of the intricacy and difficulty. Therefore, much cost and time should be spent to build the system. In this paper, facilely to solve the previous problem, a method which can easily obtain 3D information using reference objects and RSD (relative stereo disparity) is proposed. Instead of direct computation of the position with translation of coordinates, only relative stereo disparity in stereo image pair is used to find the reference depth of objects, and the real 3D position is computed with the initial condition of the reference objects. In computation, subpixel resolution is involved to find the disparity for accuracy. To find the RSD, corresponding points are calculated in subpixel resolution. The results of an experiment show that subpixel resolution is more accurate than 1 pixel resolution.
机译:为了获取现实空间中的3D信息,适合使用立体视觉系统。在立体系统中,3D真实世界的位置是从摄像机和世界之间的坐标转换得出的。因此,为了使用立体视觉,尽管存在复杂性和困难性,但仍需要构建一种精确的系统,该系统在相机和世界坐标之间提供运动学上的精确平移。因此,应花费大量成本和时间来构建系统。在本文中,为了方便地解决上述问题,提出了一种使用参考对象和RSD(相对立体视差)可以轻松获得3D信息的方法。代替使用坐标平移直接计算位置,仅使用立体图像对中的相对立体视差来查找对象的参考深度,并使用参考对象的初始条件来计算实际3D位置。在计算中,涉及亚像素分辨率以找到精度差异。为了找到RSD,以子像素分辨率计算相应的点。实验结果表明,亚像素分辨率比1像素分辨率更准确。

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