Method of correcting artifacts in an image signal
View Patent ↗An artifact profile signal is generated representing an estimation of the contribution of artifacts to a reference signal G comprising these artifacts, in regions defined around the position of artifact generating element(s). Signal portions in these regions are extracted from the image signal. The artifact profile signal is deformed so as to generate a new artifact profile signal which is used for correction of the image signal that has been subjected to the above extraction.
1. Method of correcting artifacts in an image signal comprising the steps of:
generating an artifact profile signal in an image processor, to reduce artifacts in a digital image, the artifact profile signal representing an estimation of the contribution of artifacts to a reference signal U, comprising said artifacts, in regions defined around the position of one or more artifact generating elements;
via the image processor, extracting signal portions in said regions from said image signal;
generating a new artifact profile signal for correction of said image signal by deforming said artifact profile signal at the image processor and
using the image processor to correct the image signal that has been subjected to said extraction by means of said new artifact profile signal;
wherein said new artifact profile signal is generated by the image processor via the following, data transformations for a number of deformed joint profiles:
subtracting a deformed joint profile from said image signal to obtain a first signal;
smoothing said first signal to obtain a second signal;
generating a measure expressing the differences of the first and second signals; and
selecting as a new artifact profile signal a deformed profile for which said measure is minimal.
2. A method according to claim 1 wherein said new artifact profile signal is obtained by the image processor by subjecting said artifact profile signal to an amplitude deformation by applying a scale factor being generated by an iterative procedure whereby in each iteration step weight factors are taken into account, the values of said weight factors in a current iteration step being dependent on the variation of a correct image signal obtained with the scale factor obtained in the previous iteration step.
3. A method according to claim 2 wherein the image processor terminates said iterative procedure when the difference of amplitudes obtained during successive iteration steps is lower than a set threshold.
4. A method according to claim 1 wherein smoothing said first signal includes using smoothing parameters, the smoothing parameters depending on the variation of said image signal.