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A novel way of understanding for calibrating stereo vision sensor constructed by a single camera and mirrors

机译:校准由单个摄像头和镜子构成的立体视觉传感器的新颖理解方法

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摘要

As a kind of binocular stereo vision system, stereo vision sensor constructed by a single camera and mirrors (SSCMs) has been paid increasing attention for three-dimensional measurement applications due to its low cost, high efficiency and synchronization. Currently, the existing model for SSCM considers the real camera as two half-Field-of-View (FOV) virtual cameras formed by reflection effects of the mirrors. The calibration methods based on this conventional model are either complicated to operate or deriving non-identical system parameters. To solve the problem, a novel model and the corresponding calibration approach are presented, which take the sensor as an integrated structure with the viewpoint that the camera captures two virtual points formed by the same object point due to the reflection effects of the mirrors. Also, the calibration and the measurement accuracy evaluation functions are discussed. Both simulated and real experiments compare the calibration and the measurement error of the proposed method with the two traditional methods. The results show that the proposed approach has higher measurement accuracy and more robust than the traditional methods, which meet high-precision requirements for low-cost three-dimensional measurement applications.
机译:作为一种双目立体视觉系统,由于其低成本,高效率和同步性,由单相机和镜子(SSCM)构成的立体视觉传感器已经越来越受到三维测量应用的关注。当前,SSCM的现有模型将实际摄像机视为由镜子的反射效果形成的两个半视场(FOV)虚拟摄像机。基于这种常规模型的校准方法要么操作复杂,要么得出不相同的系统参数。为了解决该问题,提出了一种新颖的模型和相应的校准方法,该模型将传感器作为一个整体结构,并考虑到相机会捕获由于镜面反射作用而由同一物体点形成的两个虚拟点。此外,还讨论了校准和测量精度评估功能。模拟和实际实验都将所提方法的校准和测量误差与两种传统方法进行了比较。结果表明,与传统方法相比,该方法具有更高的测量精度和鲁棒性,能够满足低成本三维测量应用的高精度要求。

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