System and method to remove artifacts from fingerprint sensor scans
View Patent ↗A method and device for removing common artifacts, such as stiction, from fingerprint scans created by partial fingerprint scanners. The partial fingerprint scanner data is assessed to determine if successive partial fingerprint images are overly similar to each other, which can occur during stiction. If this similarity exceeds a preset threshold, then at least some of the overly similar partial images will be removed (redacted) from the overall image dataset. The complete overall image is generated from the redacted data set. This method is particularly useful for creating “intelligent” low-cost, low power partial fingerprint scanners and scanner driver chips that can pre-process the partial fingerprint data that is generated during the course of a finger swipe, and remove stiction artifacts on a real-time or near-real time basis using relatively simple and low power on-chip processing circuits, and then send the corrected data to more sophisticated processors for subsequent fingerprint analysis.
1. A method to correct artifacts in a biometric image assembled from a plurality of partial biometric images, comprising:
acquiring a first partial biometric image as a reference image;
performing a comparison between the reference image and a second subsequent partial biometric image using a comparison function;
determining if the result of using the comparison function to compare the reference image and the second subsequent partial biometric image is less than a preset limit;
if the result is less than the preset limit, discarding the second subsequent partial biometric image;
if the result is not less than the preset limit, setting the second subsequent partial biometric image as the reference image;
repeating the performing, determining, discarding, and setting steps until the comparison is performed for each of the plurality of partial biometric images;
reassigning one of a time stamp and a position indicator for remaining subsequent partial biometric images subsequent to any discarded partial biometric image or images by using the difference in the time stamp or position indicator between a partial biometric image just prior to a first discarded partial biometric image in the any discarded partial biometric image or images and a partial biometric image subsequent to a last discarded partial biometric image in the any discarded partial biometric image or images, and utilizing one of the reassigned time stamp and position indicator for each remaining subsequent partial biometric image, unless and until a further reassigning step occurs, to assemble the plurality of partial biometric images into a redacted biometric image.
2. The method of claim 1 , in which the redacted biometric image comprises a fingerprint image, and the respective partial biometric images each comprise a partial fingerprint image.
3. The method of claim 1 , in which the artifact comprises an artifact selected from a group consisting of a stiction artifact, a retinal movement artifact, and an iris movement artifact.
4. The method of claim 1 , in which the redacted biometric image is subsequently analyzed versus a database of authorized biometric images for security verification purposes.
5. The method of claim 1 , in which discarding is performed by utilizing an averaging function performed over the range of at least two partial biometric images, to provide a single average image substituted for the range of discarded partial biometric images.
6. A method to reduce the distorting effect of stiction on fingerprint images assembled from a plurality of partial fingerprint images, said method comprising:
acquiring a first partial fingerprint image as a reference image;
performing a comparison between the reference image and a second subsequent partial fingerprint image using a comparison function;
determining if the result of using the comparison function to compare the reference image and the second subsequent partial fingerprint image is less than a preset limit;
if the result is less than the preset limit, discarding the second subsequent partial fingerprint image;
if the first result is not less than the preset limit, setting the second subsequent partial fingerprint image as the reference image;
repeating the performing, determining, discarding, and setting steps until the comparison is performed for each of the plurality of partial fingerprint images;
reassigning one of a time stamp and a position indicator for remaining subsequent partial fingerprint images subsequent to any discarded partial fingerprint image or images by using the difference in the time stamp or position indicator between a partial fingerprint image just prior to a first discarded partial fingerprint image in the any discarded partial fingerprint image or images and a partial fingerprint image subsequent to a last discarded partial fingerprint image in the any discarded partial fingerprint image or images, and utilizing one of the reassigned time stamp and position indicator for each remaining subsequent partial fingerprint image, unless and until a further reassigning step occurs, to assemble the plurality of partial fingerprint images into a redacted biometric image.
7. The method of claim 6 , in which the partial fingerprint images are obtained using a sensor composed of a linear array of individual sensing elements.
8. The method of claim 6 , in which the partial fingerprint images are obtained using a deep finger penetrating radio frequency (RF) based sensor.
9. The method of claim 6 , in which the one of the time stamp and the position indicator associated with each respective partial fingerprint image shows a respective order in which the partial fingerprint image was acquired.
10. The method of claim 9 , in which the partial fingerprint images are obtained using a sensor with sensing elements capable of sensing relative finger location or movement.
11. The method of claim 10 , in which each location indicator indicates a finger pad location in which the partial fingerprint image was acquired.
12. The method of claim 6 , in which the comparison function computes a sum of the differences between a respective partial fingerprint image and an adjacent partial fingerprint image.
13. The method of claim 12 , in which the comparison function computes the absolute value of the sum of the differences.
14. The method of claim 6 , in which the comparison function computes a sum of the squares or a higher polynomial value of the respective differences.
15. A system comprising:
a biometric image acquisition unit configured to acquire a first partial biometric image as a reference image;
a comparator configured to perform comparison between the reference image and a second subsequent partial biometric image using a comparison function;
the comparator configured to determine if the result of using the comparison function to compare the reference image and the second subsequent partial biometric image is less than a preset limit;
a controller configured to, if the result is less than the preset limit, discard the second subsequent partial biometric image;
the controller further configured to, if the result is not less than the preset limit, set the second subsequent partial biometric image as the reference image;
the controller further configured to repeat the performing, determining, discarding, and setting, until the comparison is performed for each of the plurality of partial biometric images;
the controller further configured to reassign one of a time stamp and a position indicator for remaining subsequent partial biometric images subsequent to any discarded partial biometric image or images by using the difference in the time stamp or position indicator between a partial biometric image just prior to a first discarded partial biometric image in the any discarded partial biometric image or images and a partial biometric image subsequent to a last discarded partial biometric image in the any discarded partial biometric image or images, and utilizing one of the reassigned time stamp and position indicator for each remaining subsequent partial biometric image, unless and until a further reassigning step occurs, to assemble the plurality of partial biometric images into a redacted biometric image.
16. The system of claim 15 , in which the distortion is a distortion caused by stiction.
17. A tangible machine readable media storing instructions that, when executed by a computing device, cause the computing device to perform a method, the method comprising:
acquiring a first partial biometric image as a reference image;
performing a comparison between the reference biometric image and a second subsequent partial biometric image using a comparison function;
determining if the result of using the comparison function to compare the reference image and the second subsequent partial biometric image is less than a preset limit;
if the result is less than the preset limit, discarding the second subsequent partial biometric image;
if the result is not less than the preset limit, setting the second subsequent partial biometric image as the reference image;
repeating the performing, determining, discarding, and setting steps until the comparison is performed for each of the plurality of partial biometric images; and
reassigning one of a time stamp and a position indicator for remaining subsequent partial biometric images subsequent to any discarded partial biometric image or images by using the difference in the time stamp or position indicator between a partial biometric image just prior to a first discarded partial biometric image in the any discarded partial biometric image or images and a partial biometric image subsequent to a last discarded partial biometric image in the any discarded partial biometric image or images, and utilizing one of the reassigned time stamp and position indicator for each remaining subsequent partial biometric image, unless and until a further reassigning step occurs, to assemble the plurality of partial biometric images into a redacted biometric image.
18. The tangible machine readable media of claim 17 , in which the acquisition of partial fingerprint images comprises using deep finger penetrating radio frequency (RF) circuitry.