System and method for improving display of tuned multi-scaled regions of an image with local and global control
A system for improved display of tuned multi-scaled regions of an image with local and global control and methods for making and using same. To assist the novice user of image processing tool, less input parameters should be required. Further, it will assist the user if results are diplayed in a shorter period of time. Utilizing a hierarchical bottom-up approach provides for the advantage of being able to utilize intermediate results to gather more details. The systems and methods disclosed provide for the grouping of contiguous pixels which have similar properties. Further, the disclosed embodiments provide for the user the ability to see all levels of detail of segmentation either globally or locally. The scale-space is tuned to the information in the image.
1. A method of processing a digital image, said method comprising:
automatically applying a segmentation algorithm to a digital image multiple times to form a plurality of image results, wherein for each image result of said plurality of image results at least one parameter of said segmentation algorithm is changed, and wherein each image result of said plurality of image results forms a plurality of segmented region images associated therewith;
displaying the digital image on a display;
overlaying a segmented region image from said plurality of segmented region images of an image result from said plurality of image results on said digital image; and
providing a first user interface control for selection of a segment region image of said plurality of segment region images and for selection of an image result of said plurality of image results.
2. The method of claim 1 further comprising:
receiving a user selection of a first region of the digital image; and
providing a second user interface control for selection of an image result and a segment region image associated therewith for overlay on the first region, wherein said providing occurs when image results of regions other than said first region is held fixed.
3. The method of claim 2 further comprising:
receiving a user selection of an image result and a segment region image associated therewith for overlay on said first region.
4. The method of claim 3 further comprising:
in response to a user selection of an image result and a segment region image associated therewith for overlay on said first region, fixing the image result and the segment region image associated therewith for said first region.
5. The method of claim 2 , wherein the first user interface control and the second user interface control is the same, wherein said first user interface control is operable to allow a user selection of an image result and a segment region image associated therewith for said first region when said first region is selected, and wherein said first user interface control is operable to allow a user selection of an image result and a segment region image associated therewith for regions other than said first region when said first region is not selected.
6. The method of claim 1 , wherein a segment region image comprises pixels sharing at least one or more common attributes.
7. The method of claim 4 , wherein said second user interface control is operable to unfix said fixed image result and said segment region image associated therewith for said first region in response to a user selection.
8. The method of claim 1 , wherein an image result of said plurality of image results is selectable without re-application of said segmentation algorithm.
9. The method of claim 1 , wherein the first user interface control is a slide bar.
10. The method of claim 1 , wherein the segmentation algorithm is selected from a group consisting of a clustering method, a histogram-based method, an edge detection method, a region growing method, a level set method, a graph partitioning method, a watershed transformation, a model segmentation method, a multi-scale segmentation, a semi-automatic segmentation, or a neural network segmentation.
11. A computer readable storage medium having computer-readable program code stored thereon for causing a processor to implement a method comprising:
automatically applying a segmentation algorithm to a digital image multiple times to form a plurality of image results, wherein for each image result of said plurality of image results at least one parameter of said segmentation algorithm is changed, and wherein each image result of said plurality of image results forms a plurality of segmented region images associated therewith;
displaying the digital image on a display;
overlaying a segmented region image from said plurality of segmented region images of an image result from said plurality of image results on said digital image; and
providing a first user interface control for selection of a segment region image of said plurality of segment region images and for selection of an image result of said plurality of image results.
12. The computer readable storage medium of claim 11 , wherein said method further comprises:
receiving a user selection of a first region of the digital image; and
providing a second user interface control for selection of an image result and a segment region image associated therewith for overlay on the first region, wherein said providing occurs when image results of regions other than said first region is held fixed.
13. The computer readable storage medium of claim 12 , wherein said method further comprises:
receiving a user selection of an image result and a segment region image associated therewith for overlay on said first region.
14. The computer readable storage medium of claim 13 , wherein said method further comprises:
in response to a user selection of an image result and a segment region image associated therewith for overlay on said first region, fixing the image result and the segment region image associated therewith for said first region.
15. The computer readable storage medium of claim 12 , wherein the first user interface control and the second user interface control is the same, wherein said first user interface control is operable to allow a user selection of an image result and a segment region image associated therewith for said first region when said first region is selected, and wherein said first user interface control is operable to allow a user selection of an image result and a segment region image associated therewith for regions other than said first region when said first region is not selected.
16. The computer readable storage medium of claim 11 , wherein a segment region image comprises pixels sharing at least one or more common attributes.
17. The computer readable storage medium of claim 14 , wherein said second user interface control is operable to unfix said fixed image result and said segment region image associated therewith for said first region in response to a user selection.
18. The computer readable storage medium of claim 11 , wherein the first user interface control is a slide bar.
19. The computer readable storage medium of claim 1 , wherein the segmentation algorithm is selected from a group consisting of a clustering method, a histogram-based method, an edge detection method, a region growing method, a level set method, a graph partitioning method, a watershed transformation, a model segmentation method, a multi-scale segmentation, a semi-automatic segmentation, or a neural network segmentation.
20. A computer system comprising:
a processor;
a display; and
a memory coupled to said processor and said display, wherein said memory comprises computer-readable program code stored thereon for causing said processor to implement a method comprising:
automatically applying a segmentation algorithm to a digital image multiple times to form a plurality of image results, wherein for each image result of said plurality of image results at least one parameter of said segmentation algorithm is changed, and wherein each image result of said plurality of image results forms a plurality of segmented region images associated therewith;
displaying the digital image on said display;
overlaying a segmented region image from said plurality of segmented region images of an image result from said plurality of image results on said digital image; and
providing a first user interface control for selection of a segment region image of said plurality of segment region images and for selection of an image result of said plurality of image results.