校准VLP-16激光雷达和多视角相机,使用球进行360度3D彩色地图采集

Geun-Mo Lee, Ju-Hwan Lee, Soon-Yong Park
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引用次数: 19

摘要

激光雷达传感器与RGB相机之间的校准可以应用于物体识别和跟踪、2D-3D测绘、同步定位和测绘(SLAM)等多个领域。已经提出了使用特殊的3D标记或校准模式来校准激光雷达传感器和RGB相机的不同方法。然而,这些方法大多存在处理时间较长的缺点,并且必须在激光雷达的扫描范围内出现整个校准模式等各种实验限制。本文提出了一种基于球面物体的激光雷达传感器与多个RGB相机之间简单快速的标定方法。
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Calibration of VLP-16 Lidar and multi-view cameras using a ball for 360 degree 3D color map acquisition
Calibration between Lidar sensor and RGB cameras can be applied to various fields such as object recognition and tracking, 2D-3D mapping, and simultaneous localization and mapping (SLAM). Different methods for calibrating Lidar sensor and RGB cameras have been proposed using special 3D markers or calibration patterns. However, most of these methods have disadvantages of longer processing time, and various experimental constraints such as entire calibration pattern must appear within the scan range of the Lidar. In this paper, we propose a simple and fast calibration method between a Lidar sensor and multiple RGB cameras using a sphere object.
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