Title :
Determination of Camera´s Cycab Position
Author :
Loukil, Rania ; Bouchaala, Dhouha ; Dumortier, Yann
Author_Institution :
Res. Unit of Intell. Control, Design & Optimization of Complex Syst. (ICOS), Nat. Sch. of Eng. of Sfax, Sfax, Tunisia
Abstract :
This work describes a visual odometry by minimizing a quadrifocal constraint in order to calculate the position of an autonomous vehicle (Cycab). This method can also reject outliers corresponding to moving objects such as occlusions and illumination changes. An iterative non-linear trajectory estimation approach is formulated and it is based on a quadrifocal relationship between the image intensities within adjacent views of the stereo pair. The technique is applied to recovering the trajectory of a moving vehicle in a video sequence.
Keywords :
distance measurement; image sensors; image sequences; iterative methods; traffic engineering computing; autonomous vehicle; camera cycab position; iterative nonlinear trajectory estimation approach; quadrifocal constraint minimization; video sequence; visual odometry; Cameras; Cost function; Estimation; Least squares approximation; Robustness; Tensile stress; Visualization; Cycab; quadrifocal constraint; visual odometry;
Conference_Titel :
Systems, Signals and Devices (SSD), 2011 8th International Multi-Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4577-0413-0
DOI :
10.1109/SSD.2011.5993571