Image processing apparatus, radiography system, image processing method, and image processing program

1. An image processing apparatus comprising:

at least one processor,

wherein the processor is configured to:

acquire a radiographic image obtained by imaging an imaging region where a subject is present, with a radiography apparatus using radiation emitted from a radiation source and applied to an irradiation field adjusted by a collimator,

specify a structure image that is included in the radiographic image and represents a structure of a specific shape having transmittance of radiation lower than the subject, based on the specific shape,

execute image processing on a region of the radiographic image that excludes a position of the structure,

acquire a distance image captured by a distance image capturing apparatus, the distance image representing a distance to an imaging target that is in the imaging region, and acquire a distance to the imaging target based on the distance image, and

detect, from the distance image and based on the distance, a structure distance image corresponding to the specific shape, and specify the structure image from the radiographic image, based on the distance and the specific shape, the structure image being an image corresponding to the structure distance image,

wherein the processor is configured to detect the structure distance image based on a learned model trained in advance using a plurality of distance images with the structure in the imaging region as the imaging target, and

wherein the image processing is a dynamic range compression processing that is determined and performed according to characteristics of a region other than the structure image in the radiographic image.

2. The image processing apparatus according to claim 1 ,

wherein the distance image capturing apparatus captures the distance image using a time-of-flight (TOF) system.

3. The image processing apparatus according to claim 1 ,

wherein the processor is configured to specify the structure image based on a learned model learned in advance using a plurality of combinations of the radiographic image and the distance image with the structure in the imaging region as the imaging target.

4. The image processing apparatus according to claim 1 ,

wherein the processor is configured to:

acquire a visible light image obtained by imaging the imaging region with a visible light image capturing apparatus, and

specify the structure image included in the radiographic image based on a shape detected from the visible light image and the distance.

5. The image processing apparatus according to claim 1 ,

wherein the processor is configured to:

acquire a visible light image obtained by imaging the imaging region with a visible light image capturing apparatus,

detect a structure visible light image corresponding to the specific shape from the visible light image, and

specify, as the structure image, an image corresponding to the structure visible light image from the radiographic image.

6. The image processing apparatus according to claim 1 ,

wherein the structure consists of metal.

7. The image processing apparatus according to claim 1 ,

wherein the structure is a wheelchair.

8. The image processing apparatus according to claim 1 ,

wherein the structure is a stretcher.

9. The image processing apparatus according to claim 1 ,

wherein the processor is configured to execute the image processing on a region other than the structure image in the radiographic image.

10. The image processing apparatus according to claim 1 ,

wherein the image processing is contrast enhancement processing.

11. A radiography system comprising:

a radiography apparatus that captures a radiographic image of a subject; and

the image processing apparatus according to claim 1 .

12. An image processing method, comprising, by a computer:

acquiring a radiographic image obtained by imaging an imaging region where a subject is present, with a radiography apparatus using radiation emitted from a radiation source and applied to an irradiation field adjusted by a collimator,

specifying a structure image that is included in the radiographic image and represents a structure of a specific shape having transmittance of radiation lower than the subject, based on the specific shape, and

executing image processing on a region of the radiographic image that excludes a position of the structure,

acquiring a distance image captured by a distance image capturing apparatus, the distance image representing a distance to an imaging target that is in the imaging region, and acquiring a distance to the imaging target based on the distance image, and

detecting, from the distance image and based on the distance, a structure distance image corresponding to the specific shape, and specifying the structure image from the radiographic image, based on the distance and the specific shape, the structure image being an image corresponding to the structure distance image,

wherein the structure distance image is detected based on a learned model trained in advance using a plurality of distance images with the structure in the imaging region as the imaging target, and

wherein the image processing is a dynamic range compression processing that is determined and performed according to characteristics of a region other than the structure image in the radiographic image.

13. A non-transitory computer-readable storage medium storing an image processing program executable by a computer to perform processing comprising:

acquiring a radiographic image obtained by imaging an imaging region where a subject is present, with a radiography apparatus using radiation emitted from a radiation source and applied to an irradiation field adjusted by a collimator,

specifying a structure image that is included in the radiographic image and represents a structure of a specific shape having transmittance of radiation lower than the subject, based on the specific shape, and

executing image processing on a region of the radiographic image that excludes a position of the structure,

acquiring a distance image captured by a distance image capturing apparatus, the distance image representing a distance to an imaging target that is in the imaging region, and acquiring a distance to the imaging target based on the distance image, and

detecting, from the distance image and based on the distance, a structure distance image corresponding to the specific shape, and specifying the structure image from the radiographic image, based on the distance and the specific shape, the structure image being an image corresponding to the structure distance image,

wherein the structure distance image is detected based on a learned model trained in advance using a plurality of distance images with the structure in the imaging region as the imaging target, and

wherein the image processing is a dynamic range compression processing that is determined and performed according to characteristics of a region other than the structure image in the radiographic image.

14. The image processing apparatus according to claim 1 , wherein the image processing processes the image based on at least one of an image characteristic or an image density of the region other than the structure image in the radiographic image.

15. The image processing method according to claim 12 , wherein the image processing processes the image based on at least one of an image characteristic or an image density of the region other than the structure image in the radiographic image.

16. The non-transitory computer-readable storage medium according to claim 13 , the image processing processes the image based on at least one of an image characteristic or an image density of the region other than the structure image in the radiographic image.