Real-Time 3D Reconstruction for Mobile Robot Using Catadioptric Cameras

被引:4
|
作者
Rossi, Romain [1 ]
Savatier, Xavier [1 ]
Ertaud, Jean-Yves [1 ]
Mazari, Belahcene [1 ]
机构
[1] Res Inst Embedded Syst IRSEEM, F-76801 St Etienne, France
关键词
GPU; CUDA; 3D reconstruction; voxel; catadioptric camera; computer vision;
D O I
10.1109/ROSE.2009.5355981
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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
引用
收藏
页码:104 / 109
页数:6
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