Extrinsic Calibration of a Camera and Laser Range Finder
نویسندگان
چکیده
We describes theoretical and experimental results for the extrinsic calibration of sensor platform consisting of a camera and a laser range finder. The proposed technique requires the system to observe a planar pattern in several poses, and the constraints are based upon data captured simultaneously from the camera and the laser range finder. The planar pattern surface and the laser scanline on the planar pattern are related, so these data constrain the relative position and orientation of the camera and laser range finder. The calibration procedure starts with a closed-from solution,which provides initial conditions for a subsequent nonlinear refinement. We present the results from both computer simulated data and an implementation on a B21r Mobile Robot from iRobot Corporation, using a Sony firewire digital camera and SICK PLS laser scanner.
منابع مشابه
Extrinsic Auto-calibration of a Camera and Laser Range Finder
This paper describes theoretical and experimental results for the auto-calibration of sensor platform consisting of a camera and a laser range finder. Real-world use of autonomous sensor platforms often requires the re-calibration of sensors without an explicit calibration object. The constraints are based upon data captured simultaneously from the camera and the laser range finder while the se...
متن کاملRange information in omnidirectional images through laser range finder
Robot map navigation and localization are challenges that, if they are to be overcome, require the solving of the data association problem for local and global features. Data fusion approaches allow highlight the advantages of two or more sensors, and complementary cooperation can be obtained. This paper presents two methods to embed depth information in omnidirectional images using the extrins...
متن کاملExtrinsic Calibration of a 3D Laser Scanner and an Omnidirectional Camera ?
We propose an approach for external calibration of a 3D laser scanner with an omnidirectional camera system. The utility of an accurate calibration is that it allows for precise co-registration between the camera imagery and the 3D point cloud. This association can be used to enhance various state of the art algorithms in computer vision and robotics. The extrinsic calibration technique used he...
متن کاملExtrinsic Calibration of Camera and 2D Laser Sensors without Overlap
Extrinsic calibration of a camera and a 2D laser range finder (lidar) sensors is crucial in sensor data fusion applications; for example SLAM algorithms used in mobile robot platforms. The fundamental challenge of extrinsic calibration is when the camera-lidar sensors do not overlap or share the same field of view. In this paper we propose a novel and flexible approach for the extrinsic calibra...
متن کاملExtrinsic Calibration of 3D Range Finder and Camera without Auxiliary Object or Human Intervention
Fusion of heterogeneous extroceptive sensors is the most effient and effective way to representing the environment precisely, as it overcomes various defects of each homogeneous sensor. The rigid transformation (aka. extrinsic parameters) of heterogeneous sensory systems should be available before precisely fusing the multisensor information. Researchers have proposed several approaches to esti...
متن کامل