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宽基线立体视觉远距离目标位姿测量

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立体视觉测量作为被动探测技术的一种,广泛应用于位姿测量领域.针对传统立体视觉在远距离环境下目标位姿测量受限的问题,提出一种宽基线立体视觉远距离目标位姿测量方法.基于三点定面测量原理,构建位姿测量数学模型,采用相机参数解耦策略,对测量系统所需参数进行标定.设计远距离场景下易于识别的合作目标,利用两台相机对目标进行成像,通过计算合作目标中心点的三维空间坐标,完成远距离环境下目标位姿的解算.实验结果表明,在75~85 m距离下,该方法对目标间相对位姿测量精度优于0.5%,X和Y方向均方根误差优于7.3 mm,Z方向均方根误差优于22.6 mm,可有效适用于远距离下的目标位姿测量应用.
Wide-baseline Stereo Vision for Long-range Target Position Measurement
Stereo vision measurement,as a kind of passive detection technology,is widely used in the field of position measurement. Aiming at the problem that traditional stereo vision is limited in target position measurement in long-distance environment,a wide-baseline stereo vision long-distance target position measurement method is proposed. Based on the principle of three-point fixed-plane measurement,the mathematical model of position measurement is constructed,and the decoupling strategy of camera parameters is adopted to calibrate the required parameters of the measurement system;coop-erative targets that are easy to be identified in the long-distance scene are designed,and the targets are imaged with two cameras,and the resolution of target position under the long-distance environment is accomplished by calculating the three-dimensional spatial coordinates of the centroid of the cooperative targets. The experimental results show that at a distance of 75~85 m,the accuracy of this method is better than 0.5%,the root-mean-square (RMS) error in the X and Y directions is better than 7.3 mm,and the RMS error in the Z direction is better than 22.6 mm,which is effectively applicable to the application of target position measurement at long distances.

stereo visionwide baselinelong rangeimage processingposition measurement

刘桐伯、景文博、熊泽宇、吴雪妮、夏璇

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长春理工大学 光电工程学院,长春 130022

立体视觉 宽基线 远距离 图像处理 位姿测量

高等学校学科创新引智计划(111计划)

D21009

2024

长春理工大学学报(自然科学版)
长春理工大学

长春理工大学学报(自然科学版)

CSTPCD
影响因子:0.432
ISSN:1672-9870
年,卷(期):2024.47(3)
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