A Real-time Augmented Reality System to See-Through Cars

被引:58
作者
Rameau, Francois [1 ]
Ha, Hyowon [1 ]
Joo, Kyungdon [1 ]
Choi, Jinsoo [1 ]
Park, Kibaek [1 ]
Kweon, In So [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Robot & Comp Vis Lab, Elect Engn, Daejeon, South Korea
基金
新加坡国家研究基金会;
关键词
Augmented reality; collaborative vehicle; see-through;
D O I
10.1109/TVCG.2016.2593768
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
One of the most hazardous driving scenario is the overtaking of a slower vehicle, indeed, in this case the front vehicle (being overtaken) can occlude an important part of the field of view of the rear vehicle's driver. This lack of visibility is the most probable cause of accidents in this context. Recent research works tend to prove that augmented reality applied to assisted driving can significantly reduce the risk of accidents. In this paper, we present a real-time marker-less system to see through cars. For this purpose, two cars are equipped with cameras and an appropriate wireless communication system. The stereo vision system mounted on the front car allows to create a sparse 3D map of the environment where the rear car can be localized. Using this inter-car pose estimation, a synthetic image is generated to overcome the occlusion and to create a seamless see-through effect which preserves the structure of the scene.
引用
收藏
页码:2395 / 2404
页数:10
相关论文
共 22 条
[1]  
[Anonymous], Ceres Solver
[2]   Lucas-Kanade 20 years on: A unifying framework [J].
Baker, S ;
Matthews, I .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2004, 56 (03) :221-255
[3]  
Bouguet J., 2004, Camera Calibration Toolbox for Matlab
[4]  
Chen H.-I., 2015, IEEE INT C COMP VIS
[5]   Overtaking road-accidents: Differences in manoeuvre as a function of driver age [J].
Clarke, DD ;
Ward, PJ ;
Jones, J .
ACCIDENT ANALYSIS AND PREVENTION, 1998, 30 (04) :455-467
[6]  
Evangelidis G., 2013, IEEE INT C COMP VIS
[7]   Complete solution classification for the Perspective-Three-Point problem [J].
Gao, XS ;
Hou, XR ;
Tang, JL ;
Cheng, HF .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (08) :930-943
[8]  
Geiger A., 2011, IEEE INT VEH S GOLD
[9]  
Geiger A, 2011, LECT NOTES COMPUT SC, V6492, P25, DOI 10.1007/978-3-642-19315-6_3
[10]  
Geiger Andreas, 2012, C COMP VIS PATT REC, P2