Static camera calibration using motion of vehicle portion
In a system and a method for extrinsic calibration of an image capture apparatus of a vehicle, the vehicle includes a vehicle body and a movable part configured to rotate around a known rotation axis relative to the vehicle body. The system includes an image capture apparatus having an image capture device mounted on the vehicle body and configured to capture at least two images of the movable part, an identification unit configured to identify at least two image features in the images, a calculation unit configured to calculate a calculated direction of the rotation axis relative to the image capture device based on the image features, and a calibration unit configured to determine extrinsic parameters of the image capture apparatus based on the calculated direction of the rotation axis relative to the image capture device and the known parameters of the rotation axis relative to the vehicle.
1. A system for extrinsic calibration of an image capture apparatus of a vehicle, wherein the vehicle includes a vehicle body and a movable part, wherein the movable part is configured to rotate around a rotation axis having a known position and orientation relative to the vehicle body, and wherein the system comprises:
an image capture apparatus comprising an image capture device that is mounted on the vehicle body, and is configured to capture at least first and second images of the movable part; and
at least one processor that is configured
to identify image features of the movable part in the images,
to calculate a calculated direction of the rotation axis relative to the image capture device based on the image features, and
to determine extrinsic parameters of the image capture apparatus based on the calculated direction of the rotation axis relative to the image capture device and the known position and orientation of the rotation axis relative to the vehicle body.
2. The system according to claim 1 , wherein the first image depicts the movable part in a first rotation position relative to the vehicle body, and the second image depicts the movable part in a second rotation position different from the first rotation position relative to the vehicle body.
3. The system according to claim 1 , wherein the image features comprise at least two image features of the movable part in the first image and at least two corresponding image features of the movable part in the second image.
4. The system according to claim 1 , wherein the movable part comprises a part selected from the group consisting of a boot, a bonnet, a mirror and a door of the vehicle.
5. The system according to claim 1 , further comprising a memory configured to store at least one vehicle characteristic.
6. The system according to claim 5 , wherein the vehicle characteristic comprises a position of the image capture device mounted on the vehicle body.
7. A vehicle comprising:
a vehicle body;
a movable part configured to rotate around a rotation axis having a known position and orientation relative to the vehicle body; and
the system according to claim 1 ;
wherein the image capture device is mounted on the vehicle body and is configured to capture the images of the movable part.
8. The vehicle according to claim 7 , wherein the movable part comprises a part selected from the group consisting of a bonnet, a boot, a mirror and door of the vehicle.
9. A method for extrinsic calibration of an image capture apparatus of a vehicle, wherein the vehicle includes a vehicle body and a movable part, wherein the movable part is configured to rotate around a rotation axis having a known position and orientation relative to the vehicle body, wherein the image capture apparatus includes an image capture device mounted on the vehicle body, and wherein the method comprises:
with the image capture device, capturing at least first and second images of the movable part;
identifying image features of the movable part in the images;
calculating a calculated direction of the rotation axis relative to the image capture device based on the image features; and
determining extrinsic parameters of the image capture apparatus based on the calculated direction of the rotation axis relative to the image capture device and the known position and orientation of the rotation axis relative to the vehicle.
10. The method according to claim 9 , wherein the first image depicts the movable part in a first rotation position relative to the vehicle body and the second image depicts the movable part in a second rotation position different from the first rotation position relative to the vehicle body.
11. The method according to claim 9 , wherein the image features comprise at least two image features of the movable part in the first image and at least two corresponding image features of the movable part in the second image.
12. The method according to claim 9 , performed when the vehicle is parked.
13. The method according to claim 9 ,
further comprising capturing additional images of a second movable part that is configured to rotate around a second axis relative to the vehicle body, identifying additional image features of the second movable part in the additional images, and calculating a second direction of the second axis based on the additional image features,
wherein the second axis is not parallel to the rotation axis, and
wherein the determining of the extrinsic parameters is further based on the second direction of the second axis.
14. A non-transitory computer-readable storage medium storing thereon executable program instructions that perform the method according to claim 9 when executed.