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A monocular vision system based on the equidistance pseudo binocular feature recognition

机译:一种基于等距伪双筒望远镜特征识别的单眼视觉系统

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Monocular vision system for medical robot must have high accuracy. In traditional monocular vision system, localization algorithm is realized by image space transformation, which leads to a trivial calculation process and a complex camera calibration method, therefore, this paper presents a new target characteristics identification method. Through the establishment of an equidistance pseudo binocular image acquisition way, searching the image and space coordinate transformation relation, avoid the complicated space matrix conversion and improve the position precision. Using Pointer method for image processing and customized backtracking boundary conditions for image searching, this paper realizes the curve fitting of target features boundary, and pattern recognition. Finally, an experiment is completed to guide the pharmacy movement of the Staubli TX40 arm, whose software runs within 200 ms and location error is less in 0.2 mm, verifies the validity of the algorithm.
机译:医疗机器人的单眼视觉系统必须具有高精度。 在传统的单眼视觉系统中,通过图像空间转换实现了定位算法,这导致了琐碎的计算过程和复杂的摄像机校准方法,因此,本文提出了一种新的目标特性识别方法。 通过建立等距伪双筒目观获取方式,搜索图像和空间坐标变换关系,避免复杂的空间矩阵转换并提高位置精度。 使用指针方法进行图像处理和定制的回溯边界条件进行图像搜索,实现目标特征边界的曲线拟合,以及模式识别。 最后,完成实验以指导Staubli TX40 ARM的药房运动,其软件在200毫秒内运行,位置误差小于0.2 mm,验证算法的有效性。

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