Enhanced visualization for medical images
View Patent ↗A method for enhancing a radiographic image. The method includes obtaining image data for the radiographic image, generating conditioned image data by increasing differences between neighboring portions of at least a relatively uniform area of the radiographic image, generating an enhanced image by applying contrast limited adaptive histogram equalization to the conditioned image data, applying interpolation to the enhanced image, and displaying, storing, or transmitting the enhanced image.
1. A method for enhancing a radiographic image, executed at least in part on a processor, comprising:
obtaining image data for the radiographic image;
generating conditioned image data by increasing differences between portions of at least a relatively uniform area of the radiographic image;
generating an enhanced image by applying contrast limited adaptive histogram equalization to the conditioned image data;
applying interpolation to the enhanced image; and
displaying, storing, or transmitting the enhanced image.
2. The method of claim 1 wherein generating conditioned image data comprises re-mapping at least a portion of the obtained image data values to an expanded range of data values.
3. The method of claim 1 wherein the portions are neighboring portions, and wherein generating conditioned image data comprises applying a randomization to the neighboring portions of at least the uniform area.
4. The method of claim 1 wherein the portions are neighboring portions, and wherein increasing differences between neighboring portions of at least the uniform area comprises setting different clipping values for the neighboring portions for the contrast limited adaptive histogram equalization.
5. A method for enhancing a radiographic image, executed at least in part on a processor, comprising:
obtaining image data for the radiographic image, wherein the image data values extend within a first range;
generating conditioned image data by re-mapping at least a portion of the obtained image data values to a second range that is expanded over the first range;
generating an enhanced image by applying contrast limited adaptive histogram equalization to the conditioned image data; and
displaying, storing, or transmitting the enhanced image.
6. The method of claim 5 wherein the re-mapping is either (1) a linear re-mapping or (2) a non-linear, monotonic re-mapping.
7. The method of claim 5 wherein generating conditioned image data further comprises one of the following: (1) identifying and suppressing one or more tube lines or line structures, (2) identifying and suppressing rib structures, or (3) identifying a region of interest in the radiographic image.
8. The method of claim 5 wherein the obtained image data is either pre-processed or unprocessed raw data.
9. The method of claim 5 wherein generating the enhanced image further comprises:
defining a plurality of regions within the image;
generating a uniformity index for each of the regions in the defined plurality of regions, wherein the value of the uniformity index relates to the relative texture of the image content in the region; and
applying contrast limited adaptive histogram equalization to each region according to its corresponding generated uniformity index.
10. The method of claim 5 wherein re-mapping comprises using a histogram equalization process.
11. A method for enhancing a radiographic image, executed at least in part on a processor, comprising:
obtaining image data for the radiographic image;
identifying a region of interest within the radiographic image, wherein image data values within the region of interest extend within a first range;
generating conditioned image data by re-mapping at least the obtained image data values within the region of interest to a second range that provides increased density over the first range;
generating an enhanced image by enhancing image contrast within at least the region of interest of the conditioned image data using contrast limited adaptive histogram equalization; and
displaying, storing, or transmitting the enhanced image.
12. The method of claim 11 wherein identifying the region of interest comprises accepting viewer instructions.
13. The method of claim 11 wherein generating conditioned image data further comprises identifying and suppressing one or more tube or line structures.
14. The method of claim 11 wherein generating conditioned image data further comprises identifying and suppressing rib structures.
15. The method of claim 11 wherein the obtained image data is pre-processed.
16. The method of claim 11 wherein the obtained image data is unprocessed raw data.
17. A method for enhancing a radiographic image, executed at least in part on a processor, comprising:
obtaining image data for the radiographic image, wherein the image data values extend over a first range;
conditioning the image by re-mapping the obtained image data values to an expanded range;
enhancing image contrast of the conditioned image by defining a plurality of regions within the conditioned image;
generating a uniformity index for each of the defined regions, wherein the value of the uniformity index relates to the relative texture of the image content within the region;
generating an enhanced image by applying contrast limited adaptive histogram equalization to each defined region according to its corresponding generated uniformity index; and
displaying, storing, or transmitting the enhanced image.
18. The method of claim 17 wherein re-mapping increases the difference in density of the obtained image data values.
19. The method of claim 17 wherein the re-mapping is a monotonic-function re-mapping.