On-line stereo camera calibration device and method for generating stereo camera parameters

1. An self-adapted stereo camera calibration method employed by an electronic device with a stereo camera device, comprising:

retrieving a feature point set, comprising:

retrieving at least a portion of the feature point set from a storage device;

utilizing a stereo camera calibration circuit on the electronic device to calculate a stereo camera parameter set based on at least the retrieved feature point set; and

performing an image warping operation, by an image warping circuit in an image processing chip of the electronic device, upon a stereo image input derived from an output of the stereo camera device according to at least the stereo camera parameter set, and accordingly generating a calibrated stereo image output;

wherein before the stereo camera device is assembled in the electronic device, at least the portion of the feature point set is obtained via the stereo camera device and stored into the storage device; at least the portion of the feature point set comprises feature points extracted from a stereo image pair that is obtained via the stereo camera device before the stereo camera device is assembled in the electronic device; the stereo camera parameter set is calculated after the stereo camera device is assembled in the electronic device; and after the stereo camera device is assembled in the electronic device, at least a portion of the feature points that are obtained before the stereo camera device is assembled in the electronic device is involved in calculating the stereo camera parameter set.

2. The self-adapted stereo camera calibration method of claim 1 , wherein the stereo camera device comprises a stereo camera module.

3. The self-adapted stereo camera calibration method of claim 2 , wherein at least the portion of the feature point set is obtained at a module house that manufactures the stereo camera module.

4. The self-adapted stereo camera calibration method of claim 2 , wherein at least the portion of the feature point set is obtained by one-shot calibration performed upon the stereo camera module according to a calibration pattern.

5. The self-adapted stereo camera calibration method of claim 1 , wherein the electronic device is a mobile phone.

6. A self-adapted stereo camera calibration method employed by an electronic device with a stereo camera device, comprising:

generating a training dataset by machine learning, wherein at least a portion of the training dataset is retrieved from the stereo camera device, and the machine learning comprises:

obtaining matched feature points found in a current stereo image input derived from an output of the stereo camera device; and

updating the training dataset by at least one matched feature point, wherein the at least one matched feature point is determined from the matched feature points according to reliability of the matched feature points;

utilizing a stereo camera calibration circuit on the electronic device to calculate a stereo camera parameter set based on at least data retrieved from the training dataset; and

performing an image warping operation, by an image warping circuit in an image processing chip of the electronic device, upon a stereo image input derived from an output of the stereo camera device according to at least the stereo camera parameter set, and accordingly generating a calibrated stereo image output.

7. The self-adapted stereo camera calibration method of claim 6 , wherein the step of generating the training dataset comprises:

performing a feature extraction and matching operation upon a stereo image input derived from an output of the stereo camera device to generate a feature extraction and matching result; and

performing a self-learning operation upon the feature extraction and matching result to generate the training dataset.

8. The self-adapted stereo camera calibration method of claim 6 , wherein the stereo camera device comprises a stereo camera module.

9. The self-adapted stereo camera calibration method of claim 6 , wherein the stereo camera device is module-free and has two single-lens image sensors that constitute a stereo system.

10. A self-adapted stereo camera calibration device on an electronic device with a stereo camera device, comprising:

a stereo camera calibration circuit, comprising:

an input interface, configured to retrieve a feature point set;

a stereo camera calibration circuit, configured to calculate a stereo camera parameter set based on at least the retrieved feature point set; and

a storage circuit, configured to store at least a portion of the feature point set; and

an image warping circuit in an image processing chip of the electronic device, configured to perform an image warping operation upon a stereo image input derived from an output of the stereo camera device according to at least the stereo camera parameter set, and accordingly generate a calibrated stereo image output;

wherein before the stereo camera device is assembled in the electronic device, at least the portion of the feature point set is obtained via the stereo camera device and stored into the storage circuit; at least the portion of the feature point set comprises feature points extracted from a stereo image pair that is obtained via the stereo camera device before the stereo camera device is assembled in the electronic device; the stereo camera parameter set is calculated after the stereo camera device is assembled in the electronic device; after the stereo camera device is assembled in the electronic device, at least a portion of the feature points that are obtained before the stereo camera device is assembled in the electronic device is involved in calculating the stereo camera parameter set; and the input interface retrieves at least the portion of the feature point set from the storage circuit.

11. The self-adapted stereo camera calibration device of claim 10 , wherein the stereo camera device comprises a stereo camera module.

12. The self-adapted stereo camera calibration device of claim 11 , wherein at least the portion of the feature point set is stored into the storage circuit at a module house that manufactures the stereo camera module.

13. The self-adapted stereo camera calibration device of claim 11 , wherein at least the portion of the feature point set has feature points in a left-view image and a right-view image included in a single stereo image pair generated by the stereo camera module shooting a calibration pattern.

14. The self-adapted stereo camera calibration device of claim 10 , wherein the electronic device is a mobile phone.

15. A self-adapted stereo camera calibration device on an electronic device with a stereo camera device, comprising:

a storage circuit, configured to store a training dataset generated by machine learning, wherein at least a portion of the training dataset is retrieved from the stereo camera device, and the machine learning running on the self-adapted stereo camera calibration device comprises:

obtaining matched feature points found in a current stereo image input derived from an output of the stereo camera device; and

updating the training dataset by at least one matched feature point, wherein the at least one matched feature point is determined from the matched feature points according to reliability of the matched feature points;

a stereo camera calibration circuit, comprising:

an input interface, configured to retrieve data of the training dataset from the storage circuit; and

a stereo camera calibration circuit, configured to calculate a stereo camera parameter set based on at least the data of the training dataset; and

an image warping circuit in an image processing chip of the electronic device, configured to perform an image warping operation upon a stereo image input derived from an output of the stereo camera device according to at least the stereo camera parameter set, and accordingly generate a calibrated stereo image output.

16. The self-adapted stereo camera calibration device of claim 15 , further comprising:

a feature extraction and matching circuit, configured to process a stereo image input derived from an output of the stereo camera device to generate the feature extraction and matching result; and

a self-learning circuit, configured to perform a self-learning operation upon the feature extraction and matching result to generate the training dataset.

17. The self-adapted stereo camera calibration device of claim 15 , wherein the stereo camera device comprises a stereo camera module.

18. The self-adapted stereo camera calibration device of claim 15 , wherein the stereo camera device is module-free and has two single-lens image sensors that constitute a stereo system.