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Virtual Camera Motion Planning Algorithm Based on Visual Trajectory Guidance

机译:基于视觉轨迹指导的虚拟摄像机运动规划算法

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In order to make the virtual camera fit in with the real camera's motion track independently. In this paper, aiming at the problem that the virtual camera is easy to be affected by the three-dimensional (3D) virtual scene, resulting in position conflict, the virtual camera motion planning algorithm based on visual trajectory guidance is proposed to realize the local replanning and dynamic adjustment of the virtual camera trajectory. By introducing the dynamic window (DWA) algorithm, the real camera trajectory is taken as the global trajectory path of the virtual camera, and the global path is taken as the reference trajectory of the DWA evaluation function. Then, combined with the improved evaluation function, the virtual camera motion path is locally re-planned. The direction of the trajectory to be evaluated, the smoothness of the virtual camera motion and the ability of autonomous obstacle avoidance are fully considered in this algorithm, which improves the stability of the direction and the global fit of the virtual camera. The experimental results show that this algorithm can not only make the global motion path of the virtual camera fit the real camera trajectory to the maximum extent, but also can avoid the sudden change of motion path, scene collision and position conflict.
机译:为了使虚拟相机独立使用真正的相机的运动轨道。在本文中,针对虚拟摄像机容易受三维(3D)虚拟场景的问题,提出了基于视觉轨迹引导的虚拟摄像机运动规划算法来实现本地的虚拟摄像机运动规划算法复制和动态调整虚拟摄像机轨迹。通过引入动态窗口(DWA)算法,将实际相机轨迹视为虚拟摄像机的全局轨迹路径,并且将全局路径视为DWA评估函数的参考轨迹。然后,结合改进的评估功能,本地重新计划虚拟相机运动路径。在该算法中充分考虑了要评估的轨迹的方向,虚拟摄像机运动的平滑度和自主障碍物避免的能力,这提高了虚拟照相机的方向和全局拟合的稳定性。实验结果表明,该算法不仅可以使虚拟摄像机的全局运动路径将真正的相机轨迹适合最大程度,而且还可以避免运动路径,场景碰撞和位置冲突的突然变化。

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