Title :
Towards surround stereo vision: Analysis of a new surround view camera configuration for driving assistance applications
Author :
Esparza, Jose ; Helmle, Michael ; Jahne, Bernd
Author_Institution :
Heidelberg Collaboratory for Image Process., Heidelberg Univ., Heidelberg, Germany
Abstract :
We propose a new camera configuration for automotive surround view systems where the criteria for which the camera mountings are optimized is derived not from visualization, but optimal depth measurements. We show that based on special algorithmic processing [1] it is feasible to achieve 3D reconstruction in almost the complete surrounding of the car. In order to accomplish this, more than 4 cameras are required and the positions have to be carefully selected. An analysis of the proposed configuration is performed with regard to the field of view overlaps and we show that the estimated depth is good compared to reference measurements conducted with a lidar sensor.
Keywords :
cameras; driver information systems; image reconstruction; stereo image processing; 3D reconstruction; algorithmic processing; automotive surround view systems; camera mountings; driving assistance; lidar sensor; optimal depth measurements; surround stereo vision; surround view camera configuration; Calibration; Cameras; Conferences; Laser radar; Stereo vision; Three-dimensional displays; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on
Conference_Location :
Qingdao
DOI :
10.1109/ITSC.2014.6957644