A method for identifying and replacing missing or deteriorated images, image portions, image lines and/or segments of image lines in a database of signals representative of a time sequenced series of magnetic resonance images of a selected field of view obtained by a single-shot line-scan imaging technique and/or another single-shot imaging technique without shot-to-shot phase encoding, wherein each said image includes a plurality of mutually parallel lines, said method comprising the steps of:
- sequentially incrementally dividing each image of said field of view into smaller and smaller fractional portions until a preselected minimum portion size is reached;
- projecting each said portion of each said image along a read direction so as to form an associated summation profile;
- identifying points along each said associated summation profile having signal amplitudes that are less than a preselected threshold percentage of the signal amplitude of the nearest neighboring points in space and time thereto in said profile;
- forming a bit map of the image, image portion, image line and/or segments of image lines represented by said identified points;
- and
- interpolating replacement images, image portions, image lines and/or segments of image lines for said identified images, image portions, image lines and/or segments of image lines using said nearest neighbor images, image portions, image lines and/or segments of image lines.