2011 IEEE/RSJ International Conference on Intelligent Robots and Systems · 2011 · 22 citations · 18 references
EngineeringMechatronics EngineeringRobotics EngineeringComputer VisionRobot VisionSensor Fusion3D ReconstructionCamera GeometryDepth EstimationRobot CalibrationRobotic VisionSensor CalibrationCamera CalibrationCamerasDepth CalibrationExtrinsic CalibrationIntrinsic CalibrationIntrinsic Camera CalibrationRobotic ApplicationsSystematic Errors
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.
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Johannes Kopf, Michael F. Cohen, Dani Lischinski et al. · 2007 · 898 citations · Full text
Johannes Kopf, Michael F. Cohen, Dani Lischinski et al. · ACM Transactions on Graphics · 2007 · 827 citations