Image processing apparatus, image processing method, and program
An image processing apparatus includes search area calculation means for calculating a search area size on the basis of a pixel size of at least one image among a first image and a second image, position obtaining means for obtaining a position of interest on the first image and a correspondence position on the second image corresponding to the position of interest, search area setting means for setting a search area made up of the search area size in a surrounding of the correspondence position on the second image, and difference means for deciding a difference value corresponding to the position of interest on a basis of a density value of the position of interest on the first image and density values of a plurality of positions in the search area on the second image.
1. An image processing apparatus comprising:
a memory storing a program; and
one or more processors which, by executing the program, function as a plurality of means comprising:
image obtaining means for obtaining a first image and a second image in which a subject is captured;
search area size calculation means for calculating a search area size on a basis of a pixel size of the first image and a pixel size of the second image;
position obtaining means for obtaining a position of interest on the first image and a correspondence position on the second image corresponding to the position of interest;
search area setting means for setting a search area made up of the search area size in a surrounding of the correspondence position on the second image; and
subtraction means for deciding a subtraction value corresponding to the position of interest on a basis of a density value of the position of interest on the first image and density values of a plurality of positions in the search area on the second image.
2. The image processing apparatus according to claim 1 , wherein the search area size calculation means calculates the search area size on a basis of a sum of pixel sizes in respective axis directions of the first image and the second image.
3. The image processing apparatus according to claim 1 , further comprising:
deformation information obtaining means for obtaining deformation information between the first image and the second image,
wherein the position obtaining means obtains the correspondence position corresponding to the position of interest on a basis of the deformation information, and
wherein the search area size calculation means obtains a constant to be multiplied with the search area size on a basis of an obtaining method for the deformation information.
4. The image processing apparatus according to claim 1 , wherein the subtraction means decides a subtraction value corresponding to the position of interest on a basis of a subtraction value between the density value of the position of interest on the first image and each of the density values of the plurality of positions in the search area on the second image.
5. The image processing apparatus according to claim 1 , wherein the subtraction means decides a subtraction value corresponding to the position of interest on a basis of the density value of the position of interest on the first image and a value calculated from the density values of the plurality of positions in the search area on the second image.
6. The image processing apparatus according to claim 1 , further comprising:
smoothing means for generating a smoothed image in which smoothing processing is applied to an image having a smaller pixel size among the first image and the second image,
wherein the subtraction means decides the subtraction value by replacing the first image or the second image corresponding to an original image of the smoothed image with the smoothed image.
7. The image processing apparatus according to claim 6 , wherein the smoothing means decides a parameter of the smoothing processing on a basis of a pixel size of at least one of the first image and the second image.
8. The image processing apparatus according to claim 1 , wherein the first image is converted into a first converted image having a different pixel size from a pixel size of the first image, and the second image is converted into a second converted image having a different pixel size from a pixel size of the second image.
9. The image processing apparatus according to claim 1 , further comprising:
deforming information obtaining means for obtaining deformation information between the first image and the second image;
projection means for obtaining a deformed search area by projecting, on a basis of the deformation information, the search area onto a deformed image obtained by deforming the second image on a basis of the deformation information; and
the subtraction means for deciding a subtraction value corresponding to the position of interest on a basis of a density value of the position of interest on the first image and density values of a plurality of positions in the deformed search area on the deformed image.
10. The image processing apparatus according to claim 1 , wherein the subtraction means for deciding a subtraction value corresponding to the position of interest on a basis of a density value of a first position on the first image and distribution information of density values in the search area on the second image.
11. The image processing apparatus according to claim 10 , wherein the distribution information of the density values is a density range of the density values in the search area on the second image.
12. The image processing apparatus according to claim 1 , wherein
the search area setting means sets a first search area in a surrounding of the position of interest on the first image and sets a second search area in the surrounding of the correspondence position on the second image; and
the subtraction means decides the subtraction value corresponding to the position of interest on a basis of a first subtraction value based on the density value of the position of interest on the first image and density values of a plurality of positions in the second search area on the second image and a second subtraction value based on a density value of the correspondence position on the second image and density values of a plurality of positions in the first search area on the first image.
13. An image processing apparatus comprising:
image obtaining means for obtaining a first image and a second image in which a subject is captured;
search area size calculation means for calculating a search area size on a basis of a pixel size of the first image and a pixel size of the second image;
conversion means for obtaining a second converted image in which a resolution is converted such that the second image has a different pixel size;
deformation information obtaining means for obtaining deformation information between a reference image and the second converted image when the first image or a first converted image in which a resolution is converted such that the first image has a different pixel size is set as the reference image;
position obtaining means for a position of interest on the reference image and a correspondence position on the second converted image corresponding to the position of interest on a basis of the deformation information;
search area setting means for setting a search area made up of the search area size in a surrounding of the correspondence position on the second converted image; and
subtraction means for deciding a subtraction value corresponding to the position of interest on a basis of a density value of the position of interest on the reference image and density values of a plurality of positions in the search area on the second converted image.
14. An image processing apparatus comprising:
image obtaining means for obtaining a first image and a second image in which a subject is captured;
search area size calculation means for calculating a search area size on a basis of a pixel size of the first image and a pixel size of the second image;
deformation information obtaining means for obtaining deformation information between the first image and the second image;
position obtaining means for obtaining a position of interest on the first image and a correspondence position on the second image corresponding to the position of interest on a basis of the deformation information;
search area setting means for setting a search area made up of the search area size in a surrounding of the correspondence position on the second image;
projection means for obtaining a deformed search area by projecting, on a basis of the deformation information, the search area onto a deformed image obtained by deforming the second image on a basis of the deformation information; and
subtraction means for deciding a subtraction value corresponding to the position of interest on a basis of a density value of the position of interest on the first image and density values of a plurality of positions in the deformed search area on the deformed image.
15. An image processing method comprising:
an image obtaining step of obtaining a first image and a second image in which a subject is captured;
a search area size calculation step of calculating a search area size on a basis of a pixel size of the first image and a pixel size of the second image;
a position obtaining step of obtaining a position of interest on the first image and a correspondence position on the second image corresponding to the position of interest;
a search area setting step of setting a search area made up of the search area size in a surrounding of the correspondence position on the second image; and
a subtraction step of deciding a subtraction value corresponding to the position of interest on a basis of a density value of the position of interest on the first image and density values of a plurality of positions in the search area on the second image.
16. A non-transitory computer-readable storage medium storing a program for causing a computer to execute the image processing method according to claim 15 .