Method and system for tooth segmentation in dental images
View Patent ↗A method for segmenting a feature of interest from a volume image acquires image data elements from the image of a subject. At least one view of the acquired volume is displayed. One or more boundary points along a boundary of the feature of interest are identified according to one or more geometric primitives defined by a user with reference to the displayed view. A foreground seed curve defined according to the one or more identified boundary points and a background seed curve encompassing and spaced apart from the foreground seed curve are formed. Segmentation is applied to the volume image according to foreground values that are spatially bounded within the foreground seed curve and according to background values that lie outside the background seed curve. An image of the segmented feature of interest is displayed.
1. A method for segmenting a feature of interest from a volume image, the method executed at least in part on a computer, comprising:
acquiring image data elements from the volume image of a subject;
displaying at least one view of the volume image;
manually forming a foreground identifying pattern within the feature of interest according to one or more geometric primitives defined by a user with reference to the displayed at least one view;
forming a foreground seed curve defined according to the foreground identifying pattern;
forming a background seed curve encompassing and spaced apart from the foreground seed curve;
applying segmentation to the volume image according to foreground values obtained according to image data elements that are spatially bounded on or within the foreground seed curve and according to background values that lie on or outside the background seed curve; and
displaying, storing, or transmitting an image of the feature of interest that was segmented.
2. The method of claim 1 wherein the geometric primitives defined by the user comprise a curve tracing a boundary.
3. The method of claim 1 wherein forming the foreground seed curve comprises generating an outline or a first convex hull containing the defined geometric primitives.
4. The method of claim 3 wherein forming the background seed curve comprises generating an outline or a second convex hull that is spaced apart from and encompasses the first convex hull.
5. The method of claim 1 wherein the feature of interest is a tooth.
6. The method of claim 1 further comprising modifying the background seed curve to remove one or more portions according to proximity of the background seed curve to one or more foreground seed curves.
7. The method of claim 1 wherein the volume image is a computerized tomography image.
8. The method of claim 1 further comprising providing user selection of the one or more geometric primitives.
9. A method for segmenting a feature of interest from a volume image, the method executed at least in part on a computer and comprising:
acquiring image data elements from the volume image of a subject;
identifying a sub-volume of the volume image that contains at least the feature of interest;
displaying at least one view of the sub-volume;
manually forming a foreground identifying pattern only within the feature of interest according to one or more geometric primitives defined by a user with reference to the displayed at least one view;
forming a foreground seed curve encompassing the foreground identifying pattern;
forming a background seed curve encompassing and spaced apart from the foreground seed curve;
applying segmentation to the volume image according to foreground values obtained according to image data elements that are spatially bounded on or within the foreground seed curve and according to background values that lie on or outside the background seed curve; and
displaying, storing, or transmitting an image of the feature of interest that was segmented.
10. The method of claim 9 wherein identifying the sub-volume comprises using instructions from the user.
11. The method of claim 9 further comprising modifying the foreground identifying pattern to modify the foreground and background seed curves.
12. A method for segmenting a feature of interest from a volume image, the method executed at least in part on a computer and comprising:
acquiring image data elements from the volume image of a subject;
identifying a sub-volume of the volume image that contains at least the feature of interest according to an instruction from a user;
displaying at least one view of the sub-volume;
manually forming a foreground identifying pattern only within the feature of interest according to one or more geometric primitives traced by the user with reference to the displayed at least one view;
forming a foreground seed curve as a convex hull encompassing the foreground identifying pattern;
forming a background seed curve as an outline encompassing and spaced apart from the foreground seed curve;
removing one or more portions of the background seed curve according to proximity of the background seed curve to the foreground seed curves;
applying segmentation to the volume image according to foreground values obtained according to image data elements bounded within the foreground seed curve and according to background values lying outside of the background seed curve; and
displaying, storing, or transmitting an image of the feature of interest that was segmented.
13. The method of claim 12 wherein forming the foreground seed curve comprises generating a first convex hull containing the traced geometric primitives.
14. The method of claim 12 wherein the feature of interest is a tooth.
15. The method of claim 12 wherein the volume image is a computerized tomography image.
16. The method of claim 12 further comprising providing user selection of the one or more geometric primitives.
17. The method of claim 12 further comprising modifying the foreground identifying pattern to modify the foreground and background seed curves and to obtain refined segmentation results.