基于立体视觉视差图的物体向前运动检测与距离估计

A. Hapsani, Dahnial Syauqy, Fitri Utaminingrum, P. P. Adikara, Sigit Adinugroho
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引用次数: 3

摘要

目标跟踪作为轮椅的指令控制器,可以随时间跟踪物体的运动方向。移动方向包括左、右、向前。通过在每一个子序列帧中物体的x坐标变化来计算左右方向。挑战在于确定前进的方向。向前移动不能简单地通过物体在二维中的坐标来计算。检测向前移动的解决方案是使用立体视觉摄像机。提出了一种利用立体视觉检测物体向前运动和计算物体到相机距离的方法。检出率为83.1%。物体距离相机的估计距离实际上只有3-4米远。系统检测到摄像机前方物体的距离为0-5米。距离估计的确定与实际距离状态相适应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Onward movement detection and distance estimation of object using disparity map on stereo vision
The object tracking is used as instruction controller in wheelchair that track the movement direction of object along time. The movement direction include left, right and onward. The left and right direction can be calculated by using the changing of x-coordinate of object in every sub sequence frame. The challenge is to determine the onward moving. The onward moving cannot calculate simply by coordinate of object in 2D. The solution to detect the onward moving is by using the stereo vision camera. We proposed a method to detect the onward movement and calculate the distance of object from camera using stereo vision. The detection rate is 83.1%. The estimation of object distance from the camera is actually only 3–4 meters away. The system detect that the distance of object is 0–5 meters in front of the camera. The determination of distance estimation is appropriate with the actual distance state.
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