Speckle reporting in digital radiographic imaging
View Patent ↗A method for reporting image quality obtains a digital radiological image and processes the image to detect at least one speckle. Noise signal magnitude in the digital radiological image is estimated. At least one speckle is identified according to its signal magnitude relative to the noise signal estimate. The at least one speckle detected in the image is reported.
1. A method for reporting image quality, using a processor, comprising:
obtaining a digital radiological image;
processing the image to detect at least one speckle by:
a) estimating noise signal magnitude in the digital radiological image; and
b) identifying the at least one speckle according to its signal magnitude relative to the noise signal estimate by normalizing speckle magnitude to the noise estimate; and
reporting the at least one speckle detected in the image.
2. The method of claim 1 wherein estimating noise signal magnitude is performed based on a plurality of sub-regions of the digital radiological image.
3. The method of claim 1 wherein reporting the at least one speckle further comprises displaying a computed score.
4. The method of claim 1 wherein reporting the at least one speckle comprises displaying a message.
5. The method of claim 1 further comprising region labeling to remove anatomy or foreign object structure from processing.
6. The method of claim 1 wherein estimating noise signal magnitude further comprises applying a low-pass filter to the radiological image.
7. The method of claim 1 wherein reporting the at least one speckle comprises highlighting one or more speckles in a displayed image.
8. A method for reporting image quality comprising:
obtaining a digital radiological image from a computed radiography receiver;
filtering the image to remove lower-frequency content and retain higher-frequency content;
identifying at least one speckle location in the higher frequency content by normalizing the speckle magnitude; and
displaying the image and highlighting the at least one speckle location in the displayed image.
9. The method of claim 8 including highlighting one or more speckle locations by adding color content to the displayed image.
10. A method for reporting image quality, using a processor, comprising:
obtaining a digital radiological image;
processing the image to detect a relative amount of speckle by:
a) applying a low-pass filter to the image data and subtracting low-frequency image content to obtain a resultant noise content image;
b) estimating noise in the noise content image by computing a standard deviation of noise within the noise content image and normalizing noise content according to the computed standard deviation; and
c) identifying the relative amount of speckle according to the noise estimate; and
reporting the relative amount of speckle detected in the image.
11. The method of claim 10 wherein reporting the relative amount of speckle further comprises displaying a computed score.
12. The method of claim 10 wherein reporting the relative amount of speckle comprises displaying a message.
13. The method of claim 10 further comprising region labeling to remove anatomy or foreign object structure from the noise content image.
14. The method of claim 10 wherein identifying the relative amount of speckle further comprises identifying clusters of adjacent pixels.
15. The method of claim 10 wherein reporting the relative amount of speckle comprises highlighting one or more speckle locations in a displayed image.
16. The method of claim 10 further comprising:
defining a threshold value related to speckle level;
applying the threshold value to the normalized noise content; and
extracting pixels that are speckle candidates.
17. The method of claim 10 further comprising recomputing the standard deviation using only pixel values within a limited range.