利用反射式相机对移动机器人进行实时三维重建

R. Rossi, X. Savatier, J. Ertaud, B. Mazari
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引用次数: 8

摘要

本文提出了一种能够处理周围环境密集几何近似的3秒三维重建算法。图像采集由安装在移动机器人上的带有两个彩色反射相机的立体全景系统完成。在图形处理器(GPU)上运行的算法实时处理三维重建。随着摄像机系统的移动,场景的新视图被用来改进场景的模型,这要归功于增量算法。然后,使用合成图像序列评估我们的方法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-time 3D reconstruction for mobile robot using catadioptric cameras
This paper presents a 3-second 3D reconstruction algorithm able to process a dense geometric approximation of the surrounding environment. Image acquisition is done by a stereoscopic panoramic system with two color catadioptric cameras mounted on a mobile robot. An algorithm running on a Graphical Processing Unit (GPU) processes the 3D reconstruction in real-time. As the camera system moves, new views of the scene are used to improve the model of the scene thanks to an incremental algorithm. Then, the performance of our approach is evaluated using a synthetic image sequence.
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