Image analysis apparatus, method, and program
To improve a determination accuracy when determining each particle contained in an image of an object. An image analysis apparatus according to an embodiment of the present invention includes: a shape determination unit configured to determine a shape of a particle included in a particle image that is extracted from an image of an object, so that an OK particle image which is a particle image of an OK particle that satisfies a predetermined standard for shape and a provisional NG particle image which is a particle image of a provisional NG particle that does not satisfy the predetermined standard, are obtained; a pseudo image generation unit configured to generate a pseudo image; and a similarity determination unit configured to determine whether the provisional NG image and the pseudo image are similar.
1. An image analysis apparatus comprising:
a shape determination unit configured to determine a shape of a particle included in a particle image that is extracted from an image of an object, so that an OK particle image which is a particle image of an OK particle that satisfies a predetermined standard for shape, and a provisional NG particle image which is a particle image of a provisional NG particle that does not satisfy the predetermined standard, are obtained;
a pseudo image generation unit configured to generate a pseudo image by superimposing a plurality of particle images including the OK particle image; and
a similarity determination unit configured to determine whether the provisional NG image and the pseudo image are similar, wherein in a case where the provisional NG image and the pseudo image are determined to be similar, the provisional NG particle is determined to include an OK particle.
2. The image analysis apparatus according to claim 1 , wherein the pseudo image is a particle image of a group of particles that is generated by superimposing a plurality of particle images at least including the OK particle image.
3. The image analysis apparatus according to claim 1 , wherein the similarity determination unit determines whether the provisional NG particle image and the pseudo image are similar, by determining whether a contour of the provisional NG particle and a contour of the particle included in the pseudo image are similar.
4. The image analysis apparatus according to claim 1 , wherein the similarity determination unit determines whether the provisional NG particle image and the pseudo image are similar, by determining whether a density value of each pixel of the provisional NG particle image and a density value of each pixel of the pseudo image are similar.
5. A method performed by a computer, the method comprising:
determining a shape of a particle included in a particle image that is extracted from an image of an object, so that an OK particle image which is a particle image of an OK particle that satisfies a predetermined standard for shape and a provisional NG particle image which is a particle image of a provisional NG particle that does not satisfy the predetermined standard, are obtained;
generating a pseudo image by superimposing a plurality of particle images including the OK particle image; and
determining whether the provisional NG image and the pseudo image are similar, wherein in a case where the provisional NG image and the pseudo image are determined to be similar, the provisional NG particle is determined to include an OK particle.
6. A non-transitory computer-readable recording medium storing a program for causing a computer to function as:
a shape determination unit configured to determine a shape of a particle included in a particle image that is extracted from an image of an object, so that an OK particle image which is a particle image of an OK particle that satisfies a predetermined standard for shape and a provisional NG particle image which is a particle image of a provisional NG particle that does not satisfy the predetermined standard, are obtained;
a pseudo image generation unit configured to generate a pseudo image by superimposing a plurality of particle images including the OK particle image; and
a similarity determination unit configured to determine whether the provisional NG image and the pseudo image are similar, wherein in a case where the provisional NG image and the pseudo image are determined to be similar, the provisional NG particle is determined to include an OK particle.