Image processing apparatus
View Patent ↗An image processing apparatus of the present invention includes: a structure index calculation unit that calculates a structure index that is an index of magnitude of variation of a pixel value in a predetermined range around a target pixel of an input image, with respect to each target pixel; a high frequency component extraction unit that extracts a high frequency structure index that is a high frequency component of the structure index; a smoothing unit that calculates a smoothed structure index obtained by smoothing the structure index, with respect to the each target pixel; a flatness index calculation unit that calculates a synthesis index obtained by synthesizing the smoothed structure index and the high frequency structure index, as a flatness index of the target pixel; and a noise reduction unit that performs a noise reduction process of the target pixel in accordance with the flatness index.
1. An image processing apparatus configured to:
calculate a structure index that is an index of magnitude of variation of pixel values in a predetermined region around a target pixel of an input image, with respect to each target pixel;
extract a high frequency structure index that is a high frequency component of the structure index;
calculate a smoothed structure index obtained by smoothing the structure indices, with respect to each target pixel;
calculate a synthesis index obtained by synthesizing the smoothed structure index and the high frequency structure index, as a flatness index of the target pixel; and
perform a noise reduction process of the target pixel in accordance with the flatness index.
2. The image processing apparatus according to claim 1 , wherein, in calculating the flatness index, a synthesis ratio of the high frequency structure index is increased, as the structure index or the smoothed structure index increases.
3. The image processing apparatus according to claim 1 , wherein in a case in which the structure index or the smoothed structure index is within a predetermined range, the flatness index is calculated by treating a synthesis ratio of the high frequency structure index as negative.
4. The image processing apparatus according to claim 1 , wherein the flatness index is calculated such that a magnitude relation between the structure index and the smoothed structure index, and a magnitude relation between the flatness index and the smoothed structure index, are inverted in at least a part of the target pixels.
5. The image processing apparatus according to claim 1 , wherein, in calculating the flatness index, synthesis is performed such that an absolute value difference between the flatness index and the smoothed structure index is in a predetermined range.
6. The image processing apparatus according to claim 1 , wherein the flatness index of the target pixel is calculated according to following Expression (1):
D′=αA −β( D−A ) (1),
where D′ denotes the flatness index, D denotes the structure index, A denotes the smoothed structure index, and α and β are predetermined positive constants.
7. The image processing apparatus according to claim 1 , wherein calculating the flatness index includes synthesizing an index obtained by inverting a sign of the structure index, and the smoothed structure index.