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A Feasible Tracking Method of Augmented Reality for Supporting Fieldwork of Nuclear Power Plant

机译:支持核电站野外作业的增强现实可行跟踪方法

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For the application of augmented reality in plant maintenance work, real-time tracking and technology with higher accuracy is necessary. This study focuses on the tracking method in vision based SLAM. In NPP, line features are abundant, and they are detected more easily and reliably than point features. Line features offer more information than points, but its tracking method is more complex. In this study, line features are used as landmark for tracking. The representation of the 3D line is relied on Plucker coordinates. A Gaussian sum approximates the feature initial state and is updated as new observations are gathered by the camera. Then extend Kalman filter is adopted for SLAM approach.
机译:为了将增强现实技术应用到工厂维护工作中,需要实时跟踪和更高精度的技术。这项研究的重点是基于视觉的SLAM中的跟踪方法。在NPP中,线要素丰富,并且比点要素更容易,更可靠地对其进行检测。线要素提供的信息多于点,但其跟踪方法更为复杂。在这项研究中,线要素被用作跟踪的界标。 3D线的表示依赖于Plucker坐标。高斯和近似于特征的初始状态,并随着照相机收集新的观测值而更新。然后将扩展卡尔曼滤波器用于SLAM方法。

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