Methods for correcting for thermal drift in microscopy images
View Patent ↗Methods for correcting for thermal drift in microscopy images are described. One such method includes receiving an original image for correction, the original image having been generated using microscopy, receiving information indicative of a feature selected from within the original image by a user, the selected feature including an edge, storing the original image in a database including a plurality of images, each having one or more features, correlating the selected feature with one of the one or more features stored in the database to identify a first plurality of points defining the edge, removing one or more points of the first plurality of points using an outlier rejection technique, generating a smoothing spline approximation for a second plurality of points defining the edge, and generating a corrected image by shifting points of the original image in accordance with the smoothing spline approximation.
1. A method for correcting for thermal drift in microscopy images, the method comprising:
receiving an original image for correction, the original image having been generated using microscopy;
receiving information indicative of a feature selected from within the original image by a user, the selected feature comprising an edge;
storing the original image in a database comprising a plurality of images, each comprising one or more features;
correlating the selected feature with one of the one or more features stored in the database to identify a first plurality of points defining the edge;
removing one or more points of the first plurality of points using an outlier rejection technique;
generating a smoothing spline approximation for a second plurality of points defining the edge; and
generating a corrected image by performing a two dimensional de-trending that shifts points of the original image in accordance with the smoothing spline approximation.
2. The method of claim 1 , wherein the generating the corrected image by performing the two dimensional de-trending that shifts points of the original image in accordance with the smoothing spline approximation comprises subtracting the smoothing spline approximation from the original image.
3. The method of claim 2 , wherein the subtracting the smoothing spline approximation from the original image has an effect of leveling the selected edge with respect to a border of the corrected image.
4. The method of claim 1 , wherein the receiving information indicative of the feature selected from within the original image by the user comprises providing a graphical user interface displaying the original image and allowing the user to select a portion of the selected edge.
5. The method of claim 1 , wherein the correlating the feature with the one of the one or more features stored in the database to identify the first plurality of points defining the edge comprises using a normalized cross-correlation technique.
6. The method of claim 5 , wherein the using the normalized cross-correlation technique comprises generating a correlation matrix identifying the first plurality of points defining the edge.
7. The method of claim 1 , wherein the outlier rejection technique comprises a technique selected from the group consisting of an interquartile range technique and a Gaussian distribution technique.
8. The method of claim 1 , further comprising measuring a thickness of a component within the corrected image.
9. The method of claim 8 , wherein the original image comprises a portion of a writing pole for a magnetic writing head.
10. The method of claim 9 , wherein the measured component is a layer of the writing pole.
11. The method of claim 1 , wherein the generating the corrected image by performing the two dimensional de-trending that shifts points of the original image in accordance with the smoothing spline approximation comprises shifting each pixel of the original image in accordance with the smoothing spline approximation.