Method and system for performing automatic camera calibration
US-12165361-B2 · Dec 10, 2024 · US
US2020282575A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2020282575-A1 |
| Application number | US-201916293584-A |
| Country | US |
| Kind code | A1 |
| Filing date | Mar 5, 2019 |
| Priority date | Mar 5, 2019 |
| Publication date | Sep 10, 2020 |
| Grant date | — |
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Systems and methods are provided for automatic intrinsic and extrinsic calibration for a robot optical sensor. An implementation includes an optical sensor; a robot arm; a calibration chart; one or more processors; and a memory storing instructions that cause the one or more processors to perform operations that includes: determining a set of poses for calibrating the first optical sensor; generating, based at least on the set of poses, pose data comprising three dimensional (3D) position and orientation data; moving, based at least on the pose data, the robot arm into a plurality of poses; at each pose of the plurality of poses, capturing a set of images of the calibration chart with the first optical sensor and recording a pose; calculating intrinsic calibration parameters, based at least on the set of captured images; and calculating extrinsic calibration parameters, based at least on the set of captured images.
Opening claim text (preview).
What is claimed is: 1 . A system for automatic calibration of a robot optical sensor, the system comprising: an optical sensor; a robot arm; a calibration chart; one or more processors; and a memory storing instructions, that when executed by the one or more processors, cause the one or more processors to perform operations comprising: determining a set of poses for calibrating the optical sensor; generating, based at least on the set of poses, pose data comprising three dimensional (3D) position and orientation data; moving, based at least on the pose data, the robot arm into a plurality of poses; at each pose of the plurality of poses, capturing a set of images of the calibration chart with the optical sensor; calculating intrinsic calibration parameters, based at least on the set of captured images; and calculating extrinsic calibration parameters, based at least on the set of captured images. 2 . The system of claim 1 wherein the operations further comprise: prior to calculating the extrinsic calibration parameters, applying the intrinsic calibration parameters to the set of captured images. 3 . The system of claim 1 wherein the operations further comprise: determining whether a pose in the set of poses is reachable; and based at least on the pose not being reachable, rejecting the pose. 4 . The system of claim 1 wherein the calibration chart is attached to an end effector of the robot arm, and wherein the optical sensor is mounted on a body of the robot. 5 . The system of claim 1 wherein the optical sensor is mounted on the robot arm. 6 . The system of claim 1 wherein the operations further comprise: determining a trigger event for calibrating the optical sensor; and wherein determining the set of poses for calibrating the optical sensor comprises: based at least on the trigger event, determining the set of poses for calibrating the optical sensor. 7 . The system of claim 6 wherein the optical sensor is a first optical sensor, and wherein the system further comprises: a second optical sensor; and wherein determining the trigger event comprises comparing images captured with the first optical sensor with images captured with the second optical sensor. 8 . A method of automatic calibration of a robot optical sensor, the method comprising: determining a set of poses for calibrating an optical sensor; generating, based at least on the set of poses, pose data comprising three dimensional (3D) position and orientation data; moving, based at least on the pose data, a robot arm into a plurality of poses; at each pose of the plurality of poses, capturing a set of images of a calibration chart with the optical sensor; calculating intrinsic calibration parameters, based at least on the set of captured images; and calculating extrinsic calibration parameters, based at least on the set of captured images. 9 . The method of claim 8 further comprising: prior to calculating the extrinsic calibration parameters, applying the intrinsic calibration parameters to the set of captured images. 10 . The method of claim 8 further comprising: determining whether a pose in the set of poses is reachable; and based at least on the pose not being reachable, rejecting the pose. 11 . The method of claim 8 wherein the calibration chart is attached to an end effector of the robot arm, and wherein the optical sensor is mounted on a body of the robot. 12 . The method of claim 8 wherein the optical sensor is mounted on the robot arm. 13 . The method of claim 8 further comprising: determining a trigger event for calibrating the optical sensor; and wherein determining the set of poses for calibrating the optical sensor comprises: based at least on the trigger event, determining the set of poses for calibrating the optical sensor. 14 . The method of claim 13 wherein the optical sensor is a first optical sensor, and wherein determining the trigger event comprises: comparing images captured with the first optical sensor with images captured with a second optical sensor. 15 . A computer program product, comprising a computer usable medium having a computer readable program code embodied therein, the computer readable program code adapted to be executed to implement a method for automatically calibrating a robot optical sensor, the method comprising: determining a set of poses for calibrating an optical sensor; generating, based at least on the set of poses, pose data comprising three dimensional (3D) position and orientation data; moving, based at least on the pose data, a robot arm into a plurality of poses; at each pose of the plurality of poses, capturing a set of images of a calibration chart with the optical sensor; calculating intrinsic calibration parameters, based at least on the set of captured images; and calculating extrinsic calibration parameters, based at least on the set of captured images. 16 . The computer program product of claim 15 wherein the operations further comprise: prior to calculating the extrinsic calibration parameters, applying the intrinsic calibration parameters to the set of captured images. 17 . The computer program product of claim 15 wherein the operations further comprise: determining whether a pose in the set of poses is reachable; and based at least on the pose not being reachable, rejecting the pose. 18 . The computer program product of claim 15 wherein the calibration chart is attached to an end effector of the robot arm, and wherein the optical sensor is mounted on a body of the robot. 19 . The computer program product of claim 15 wherein the optical sensor is mounted on the robot arm. 20 . The computer program product of claim 15 wherein the optical sensor is a first optical sensor, and wherein the operations further comprise: determining a trigger event for calibrating the first optical sensor, wherein determining the trigger event comprises: comparing images captured with the first optical sensor with images captured with a second optical sensor; and wherein determining the set of poses for calibrating the first optical sensor comprises: based at least on the trigger event, determining the set of poses for calibrating the first optical sensor.
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