Image analysis apparatus, image analysis method, and computer-readable recording medium storing image analysis program

1. An image analysis apparatus comprising:

correspondence determination means for determining a positional correspondence in a predetermined direction between two three-dimensional images representing a subject including a structure having periodicity in the predetermined direction, based on a criterion in which the structure having the periodicity contributes less; and

correspondence correction means for correcting the correspondence determined by the correspondence determination means, based on a criterion in which the periodic structure contributes more, wherein

the correspondence correction means corrects the correspondence by correcting a position in one of the three-dimensional images related by the determined correspondence in the predetermined direction to a position in the other three-dimensional image in the predetermined direction, within a range near the position in the former three-dimensional image in the predetermined direction.

2. The image analysis apparatus according to claim 1 , wherein the range near the position is a range smaller than one periodic length of the periodic structure.

3. The image analysis apparatus according to claim 1 , wherein the correspondence correction means

detects the periodic structure in a tomographic image cut by a cross-sectional plane that is perpendicular to the predetermined direction at a given point in one of the three-dimensional images;

sets a region of interest including the detected periodic structure in the tomographic image;

detects the periodic structure in each of tomographic images cut by cross-sectional planes that are perpendicular to the predetermined direction at a plurality of candidate points within the range from a point in the other three-dimensional image, the point corresponding to the given point and having been related by the correspondence determined by the correspondence determination means;

respectively sets candidate regions corresponding to the region of interest and including the detected periodic structure in the tomographic images at the plurality of candidate points;

identifies a position of the cross-sectional plane of the tomographic image including the candidate region whose similarity with the region of interest is highest out of the candidate regions at the candidate points, in the predetermined direction; and

corrects the correspondence so as to relate the identified position to the given point in the former three-dimensional image.

4. The image analysis apparatus according to claim 1 , wherein the subject further includes a structure whose positional relationship to the periodic structure is changeable in the predetermined direction.

5. The image analysis apparatus according to claim 1 , wherein the periodic structure is a spinal column having each vertebral bone as one period.

6. The image analysis apparatus according to claim 5 , wherein the predetermined direction is a body axis direction of the subject and

the correspondence determination means recognizes body regions in the subject represented by tomographic images cut by cross-sectional planes at a plurality of positions in the predetermined direction in each of the three-dimensional images by using at least one feature value representing a characteristic of a region including a portion other than the periodic structure in the tomographic images, and determines the correspondence so as to cause a matching degree between the body regions recognized in the two three-dimensional images at the plurality of positions to become high enough to satisfy a predetermined criterion.

7. An image analysis method comprising the steps of:

determining a positional correspondence in a predetermined direction between two three-dimensional images representing a subject including a structure having periodicity in the predetermined direction, based on a criterion in which the structure having the periodicity contributes less; and

correcting the determined correspondence, based on a criterion in which the periodic structure contributes more, wherein

the step of correcting the determined correspondence is the step of correcting the determined correspondence by correcting a position in one of the three-dimensional images related by the determined correspondence in the predetermined direction to a position in the other three-dimensional image in the predetermined direction, within a range near the position in the former three-dimensional image in the predetermined direction.

8. A non-transitory recording medium readable by a computer and storing an image analysis program that causes the computer to execute the steps of:

determining a positional correspondence in a predetermined direction between two three-dimensional images representing a subject including a structure having periodicity in the predetermined direction, based on a criterion in which the structure having the periodicity contributes less; and

correcting the determined correspondence, based on a criterion in which the periodic structure contributes more, wherein

the step of correcting the determined correspondence is the step of correcting the determined correspondence by correcting a position in one of the three-dimensional images related by the determined correspondence in the predetermined direction to a position in the other three-dimensional image in the predetermined direction, within a range near the position in the former three-dimensional image in the predetermined direction.