Extrinsic calibration of multiple vehicle sensors using combined target detectable by multiple vehicle sensors
Sensors coupled to a vehicle are calibrated, optionally using a dynamic scene with sensor targets around a motorized turntable that rotates the vehicle to different orientations. One vehicle sensor captures a representation of one feature of a sensor target, while another vehicle sensor captures a representation of a different feature of the sensor target, the two features of the sensor target having known relative positioning on the target. The vehicle generates a transformation that maps the captured representations of the two features to positions around the vehicle based on the known relative positioning of the two features on the target.
1. A system for vehicle sensor calibration, the system comprising:
a memory; and
a processor coupled to the memory, wherein the processor is configured to:
receive a range capture dataset from a range sensor of a vehicle in a calibration environment,
identify, in the range capture dataset, a range-based representation of a sensor target that is located in the calibration environment, wherein the sensor target includes a surface with an aperture, wherein a portion of the calibration environment external to the sensor target is discernable through the aperture from a perspective of the range sensor, wherein the range-based representation of the sensor target includes a range-based representation of the aperture,
generate a transformation to calibrate the range sensor of the vehicle, and calibrate the range sensor of the vehicle using the transformation,
receive a sensor capture dataset from a second sensor of the vehicle, and
identify, in the sensor capture dataset, a representation of the aperture in the surface of the sensor target, wherein, to calibrate the range sensor of the vehicle using the transformation, the processor is configured to perform extrinsic calibration of the range sensor of the vehicle and the second sensor of the vehicle using the transformation.
2. The system of claim 1 , wherein, to calibrate the range sensor of the vehicle using the transformation, the processor is configured to perform intrinsic calibration of the range sensor of the vehicle using the transformation.
3. The system of claim 1 , wherein the processor is configured to:
identify, in the sensor capture dataset, a representation of a marking on the surface of the sensor target, wherein the transformation is based on a relative positioning of the marking and the aperture, wherein, to calibrate the range sensor of the vehicle using the transformation, the processor is configured to perform extrinsic calibration of the range sensor of the vehicle and the second sensor of the vehicle using the transformation.
4. A method for vehicle sensor calibration, the method comprising:
receiving a range capture dataset from a range sensor of a vehicle in a calibration environment,
identifying, in the range capture dataset, a range-based representation of a sensor target that is located in the calibration environment, wherein the sensor target includes a surface with an aperture, wherein a portion of the calibration environment external to the sensor target is discernable through the aperture from a perspective of the range sensor, wherein the range-based representation of the sensor target includes a range-based representation of the aperture,
generating a transformation to calibrate the range sensor of the vehicle, and calibrating the range sensor of the vehicle using the transformation;
receiving a sensor capture dataset from a second sensor of the vehicle, and
identifying, in the sensor capture dataset, a representation of the aperture in the surface of the sensor target, wherein the calibrating of the range sensor of the vehicle using the transformation includes performing extrinsic calibration of the range sensor of the vehicle and the second sensor of the vehicle using the transformation.
5. The method of claim 4 , wherein the calibrating of the range sensor of the vehicle using the transformation includes performing intrinsic calibration of the range sensor of the vehicle using the transformation.
6. The method of claim 4 , further comprising:
identifying, in the sensor capture dataset, a representation of a marking on the surface of the sensor target, wherein the transformation is based on a relative positioning of the marking and the aperture, wherein the calibrating of the range sensor of the vehicle using the transformation includes performing extrinsic calibration of the range sensor of the vehicle and the second sensor of the vehicle using the transformation.
7. A method for vehicle sensor calibration, the method comprising:
receiving a range capture dataset from a range sensor of a vehicle in a calibration environment,
identifying, in the range capture dataset, a range-based representation of a sensor target that is located in the calibration environment, wherein the sensor target includes a surface with an aperture, wherein a portion of the calibration environment external to the sensor target is discernable through the aperture from a perspective of the range sensor, wherein the range-based representation of the sensor target includes a range-based representation of the aperture,
generating a transformation to calibrate the range sensor of the vehicle, and calibrating the range sensor of the vehicle using the transformation
receiving a sensor capture dataset from a second sensor of the vehicle, and
identifying, in the sensor capture dataset, a representation of a marking on the surface of the sensor target, wherein the transformation is based on a relative positioning of the marking and the aperture, wherein the calibrating of the range sensor of the vehicle using the transformation includes performing extrinsic calibration of the range sensor of the vehicle and the second sensor of the vehicle using the transformation.