TY - GEN
T1 - Uncertainty analysis of LIDAR and panoramic camera calibration
AU - García-Moreno, Angel Iván
AU - Gonzalez-Barbosa, José Joel
AU - Ornelas-Rodriguez, Francisco Javier
AU - Hurtado-Ramos, Juan B.
PY - 2014
Y1 - 2014
N2 - Terrestrial platforms for 3D reconstruction typically combine several data acquisition systems such as lasers, cameras and inertial systems. However the geometrical combination of different sensors requires their calibration and data fusion. These topics are an important task for vision-based systems since it estimates the values of sensor model parameters, such as cameras. The uncertainty of these parameters must be known in order to evaluate the error of the final calibration and their applications. The aim of this paper is to present a method to compute the calibration of both sensors. A new calibration pattern, visible to both sensors is used. Correspondence is obtained between each laser point and its position in the image, the texture and color of each point of LIDAR can be know. Experimental results are presented for data collected with the platform integrated with a 3D laser scanner and a panoramic camera system.
AB - Terrestrial platforms for 3D reconstruction typically combine several data acquisition systems such as lasers, cameras and inertial systems. However the geometrical combination of different sensors requires their calibration and data fusion. These topics are an important task for vision-based systems since it estimates the values of sensor model parameters, such as cameras. The uncertainty of these parameters must be known in order to evaluate the error of the final calibration and their applications. The aim of this paper is to present a method to compute the calibration of both sensors. A new calibration pattern, visible to both sensors is used. Correspondence is obtained between each laser point and its position in the image, the texture and color of each point of LIDAR can be know. Experimental results are presented for data collected with the platform integrated with a 3D laser scanner and a panoramic camera system.
UR - http://www.scopus.com/inward/record.url?scp=84958530418&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-41968-3_33
DO - 10.1007/978-3-642-41968-3_33
M3 - Contribución a la conferencia
SN - 9783642419676
T3 - Lecture Notes in Electrical Engineering
SP - 317
EP - 327
BT - AETA 2013
PB - Springer Verlag
T2 - International Conference on Advanced Engineering Theory and Applications 2013, AETA 2013
Y2 - 10 December 2013 through 13 December 2013
ER -