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Yaml formats
##Camera-system calibration file (aka chain.yaml) This YAML file includes the complete parameter set for the calibration of the camera intrinsic and extrinsic parameters as well as the spatial and temporal calibration parameters of the IMU with respect to the cameras.
Each camera has the following parameters:
-
camera_model
camera projection type (pinhole / omni) -
intrinsics
vector containing the intrinsic parameters for the given projection type. elements are as follows:
pinhole: [fu fv pu pv]
omni: [xi fu fv pu pv]
see Supported models for more information
-
distortion_model
lens distortion type (radtan / equidistant)
-
distortion_coeffs
parameter vector for the distortion model
see Supported models for more information
-
T_cn_cnm1
extrinsic parameters, always with respect to the last camera in the chain
(e.g. cam1: T_cn_cnm1 = T_c1_c0)
-
T_cam_imu
IMU extrinsics: tranformation from IMU-frame to camera frame
-
timeshift_cam_imu
timeshift between camera and IMU timestamps in seconds
-
rostopic
topic of the camera's image stream -
resolution
camera resolution [width,height]
Example chain.yaml
cam0:
camera_model: pinhole
intrinsics: [461.629, 460.152, 362.680, 246.049]
distortion_model: radtan
distortion_coeffs: [-0.27695497, 0.06712482, 0.00087538, 0.00011556]
T_cam_imu:
- [0.01779318, 0.99967549,-0.01822936, 0.07008565]
- [-0.9998017, 0.01795239, 0.00860714,-0.01771023]
- [0.00893160, 0.01807260, 0.99979678, 0.00399246]
- [0.0, 0.0, 0.0, 1.0]
timeshift_cam_imu: -8.121e-05
rostopic: /cam0/image_raw
resolution: [752, 480]
cam1:
camera_model: omni
intrinsics: [0.80065662, 833.006, 830.345, 373.850, 253.749]
distortion_model: radtan
distortion_coeffs: [-0.33518750, 0.13211436, 0.00055967, 0.00057686]
T_cn_cnm1:
- [ 0.99998854, 0.00216014, 0.00427195,-0.11003785]
- [-0.00221074, 0.99992702, 0.01187697, 0.00045792]
- [-0.00424598,-0.01188627, 0.99992034,-0.00064487]
- [0.0, 0.0, 0.0, 1.0]
T_cam_imu:
- [ 0.01567142, 0.99978002,-0.01393948,-0.03997419]
- [-0.99966203, 0.01595569, 0.02052137,-0.01735854]
- [ 0.02073927, 0.01361317, 0.99969223, 0.00326019]
- [0.0, 0.0, 0.0, 1.0]
timeshift_cam_imu: -8.681e-05
rostopic: /cam1/image_raw
resolution: [752, 480]
##IMU configuration Each IMU in the calibration is configured using a YAML file. Please refer to the example below for details:
imu0.yaml
#Accelerometers
accelerometer_noise_density: 0.006 #Noise density (continuous-time) [UNIT]
accelerometer_random_walk: 0.0002 #Bias random walk [UNIT]
#Gyroscopes
gyroscope_noise_density: 0.0004 #Noise density (continuous-time) [UNIT]
gyroscope_random_walk: 4.0e-06 #Bias random walk [UNIT]
update_rate: 200.0 #Hz (for discretization of the values above)
TODO: INSERT UNITS ABOVE!
##Calibration target configuration Please refer to the Calibration targets page.
Multiple camera calibration
Camera-IMU calibration
Multi-IMU and IMU intrinsic calibration
Rolling Shutter camera calibration
(only ROS):
Camera focus
Calibration validator
ROS2 support
Supported camera models
Calibration targets
Bag format
YAML formats
IMU Noise Model
Example: Calibrating a VI-Sensor
Example: Calibrating RealSense Cameras