首页> 外国专利> RGB-D - - Depth Map Filtering and Two-level Predictor-Corrector Method for Precision Enhancement of RGB-D Camera Pose Estimation

RGB-D - - Depth Map Filtering and Two-level Predictor-Corrector Method for Precision Enhancement of RGB-D Camera Pose Estimation

机译:RGB-D-深度图滤波和两级预测器校正方法,用于精确增强RGB-D摄像机的姿态估计

摘要

The present invention relates to a depth map correction method which comprises the steps of: calculating a geometric transformation function between a current frame and predetermined neighboring frames before a current frame; projecting the neighboring frames onto the current frame by using the calculated geometric transformation function; and correcting a depth map of the current frame by calculating the average of a depthv value in a pixel of the current frame and a pixel of the neighboring frames corresponding to the pixel of the current frame. Therefore, an effect similar to maintaining a three-dimensional model can be generated by calculating a three-dimensional relation for serveral depth maps to use the three-dimensional relation for correcting the depth map, and a cumulative error which is recognized as a big problem in all camera trajectory esetimation method can be reduced by reducing the cumulative speed of the error by setting a reference frame.
机译:本发明涉及一种深度图校正方法,包括以下步骤:计算当前帧与当前帧之前的预定相邻帧之间的几何变换函数;以及通过使用计算出的几何变换函数将相邻帧投影到当前帧;通过计算当前帧的像素和与当前帧的像素相对应的相邻帧的像素的depthv值的平均值,校正当前帧的深度图。因此,通过计算服务器深度图的三维关系以使用三维关系来校正深度图,可以产生类似于维护三维模型的效果,并且累积误差被认为是大问题。通过设置参考系,可以通过减少误差的累积速度来减少所有摄像机轨迹中的估计方法。

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