TY - GEN
T1 - A novel 2.5D pattern for extrinsic calibration of ToF and camera fusion system
AU - Jung, Jiyoung
AU - Jeong, Yekeun
AU - Park, Jaesik
AU - Ha, Hyowon
AU - Kim, James Dokyoon
AU - Kweon, In So
PY - 2011
Y1 - 2011
N2 - Recently, many researchers have made efforts for accurate calibration of a Time-of-Flight camera to fully utilize its provided depth values. Yet most previous works focus mainly on intrinsic calibration by modeling its systematic errors and noises while extrinsic calibration is also an important factor when constructing sensor fusion system. In this paper, we present a calibration process that can correctly transfer the depth measurements onto the color image. We use 2.5D pattern so that sufficient reprojection error can be considered for both color and ToF cameras. The issues on obtaining the correct correspondences for this pattern are discussed. In the optimization stage, the depth constraint is also employed to ensure the depth measurements to lie on the pattern plane. The strengths of the proposed method over previous approaches are evaluated in several robotic applications which require precise ToF and camera calibration.
AB - Recently, many researchers have made efforts for accurate calibration of a Time-of-Flight camera to fully utilize its provided depth values. Yet most previous works focus mainly on intrinsic calibration by modeling its systematic errors and noises while extrinsic calibration is also an important factor when constructing sensor fusion system. In this paper, we present a calibration process that can correctly transfer the depth measurements onto the color image. We use 2.5D pattern so that sufficient reprojection error can be considered for both color and ToF cameras. The issues on obtaining the correct correspondences for this pattern are discussed. In the optimization stage, the depth constraint is also employed to ensure the depth measurements to lie on the pattern plane. The strengths of the proposed method over previous approaches are evaluated in several robotic applications which require precise ToF and camera calibration.
UR - http://www.scopus.com/inward/record.url?scp=84455206080&partnerID=8YFLogxK
U2 - 10.1109/IROS.2011.6048877
DO - 10.1109/IROS.2011.6048877
M3 - Conference contribution
AN - SCOPUS:84455206080
SN - 9781612844541
T3 - IEEE International Conference on Intelligent Robots and Systems
SP - 3290
EP - 3296
BT - IROS'11 - 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems
T2 - 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems: Celebrating 50 Years of Robotics, IROS'11
Y2 - 25 September 2011 through 30 September 2011
ER -