Abstract: An information processing apparatus determines, for each of a first radiation image corresponding to a first radiation energy and a second radiation image corresponding to a second radiation energy different from the first radiation energy, a first bone area indicating a predetermined bone portion, performs an alignment between a first partial area including the first bone area in the first radiation image and a second partial area including the first bone area in the second radiation image, and obtains a bone mineral density of the first bone area based on a difference image including the first bone area, the difference image is obtained based on a result of the alignment.

Abstract: An information processing apparatus includes: a first obtaining unit configured to, using data obtained by imaging a first object with known bone information via radiation irradiation based on a first imaging condition, obtain calibration data of the bone information; and a correction unit configured to, using the calibration data, correct bone information of a second object different from the first object in a case where a comparison result of the first imaging condition and a second imaging condition satisfies a predetermined condition, the bone information being obtained using data obtained by imaging the second object via radiation irradiation based on the second imaging condition.

Abstract: A control apparatus that controls, using automatic exposure control of controlling a radiation generation apparatus by comparing a radiation dose from the radiation generation apparatus with a target dose, radiation imaging using radiation from the radiation generation apparatus, comprises a processing unit that executes image processing on a radiation image obtained by the radiation imaging; and a setting unit that sets, as the target dose used in the automatic exposure control, a dose which is changed in accordance with an image processing parameter for executing the image processing.

Abstract: A medical-image processing apparatus according to the present invention includes an obtaining unit configured to convert resolution of a medical image of a first resolution subjected to a noise reduction process to obtain a medical image of a second resolution lower than the first resolution and a training unit configured to train a learning model using training data including the medical image of the first resolution subjected to the noise reduction process and the medical image of the second resolution.

Abstract: A medical-image processing apparatus according to the present invention includes an obtaining unit configured to obtain a medical image obtained by capturing an image of an examinee and a generation unit configured to input the medical image to a learning model selected based on an operation mode of a sensor at the image capturing to generate a medical image of a higher resolution than a resolution of the medical image.

Abstract: The present invention is directed to providing an image processing apparatus that improves efficiency of interpreting an abnormality candidate, also for a region not detected as an abnormality candidate by an abnormality candidate detection unit.

Abstract: A control apparatus that controls, using automatic exposure control of controlling a radiation generation apparatus by comparing a radiation dose from the radiation generation apparatus with a target dose, radiation imaging using radiation from the radiation generation apparatus, comprises a processing unit that executes image processing on a radiation image obtained by the radiation imaging; and a setting unit that sets, as the target dose used in the automatic exposure control, a dose which is changed in accordance with an image processing parameter for executing the image processing.

Abstract: An image processing apparatus for processing a moving image obtained by irradiating an object with radiation, includes: an obtaining unit configured to obtain an amount of change between frames in the moving image; an estimating unit configured to estimate, based on the amount of change, a scattered ray component of the radiation scattered by the object in a frame of the moving image; and a scattered ray reducing unit configured to generate an image by subtracting the scattered ray component from the frame of the moving image.

Abstract: Provided is a radiation imaging apparatus including: a radiation detector configured to generate a first radiographic image and a second radiographic image based on a radiation; a scattered radiation reduction unit configured to reduce a scattered radiation component from the first radiographic image and the second radiographic image; a position alignment unit configured to perform position alignment on the first radiographic image and the second radiographic image, using the first radiographic image and the second radiographic image from which the scattered radiation component has been reduced; and a combining unit configured to combine the first radiographic image and the second radiographic image that have been subjected to the position alignment.

Abstract: An image processing apparatus for processing a moving image obtained by irradiating an object with radiation, includes: an obtaining unit configured to obtain an amount of change between frames in the moving image; an estimating unit configured to estimate, based on the amount of change, a scattered ray component of the radiation scattered by the object in a frame of the moving image; and a scattered ray reducing unit configured to generate an image by subtracting the scattered ray component from the frame of the moving image.

Abstract: An image processing apparatus includes an image acquisition unit adapted to acquire a radiation image capturing an object, a function acquisition unit adapted to acquire a point spread function from the radiation image, and a determination unit adapted to determine, based on a state of the point spread function, presence/absence of a movement of the object in the radiation image.

Abstract: An image forming apparatus includes a conversion acquisition unit configured to acquire a gradation conversion characteristic based on an X-ray image captured by an X-ray sensor, a storage unit configured to store a pixel value range in which a signal-to-noise ratio is higher than a threshold value according to a characteristic of the X-ray sensor, a determination unit configured to determine whether a pixel value range in which gradation is widened according to the gradation conversion characteristic is included in the stored pixel value range, and a correction unit configured to correct the gradation conversion characteristic depending on a result of determination by the determination unit.

Abstract: Provided is a radiation imaging apparatus including: a radiation detector configured to generate a first radiographic image and a second radiographic image based on a radiation; a scattered radiation reduction unit configured to reduce a scattered radiation component from the first radiographic image and the second radiographic image; a position alignment unit configured to perform position alignment on the first radiographic image and the second radiographic image, using the first radiographic image and the second radiographic image from which the scattered radiation component has been reduced; and a combining unit configured to combine the first radiographic image and the second radiographic image that have been subjected to the position alignment.

Abstract: An X-ray image processing apparatus for performing image processing for frames successively obtained by an X-ray sensor acquires a first analysis value and a second analysis value by analyzing each of the successively obtained frames, and calculates, as a first statistic and a second statistic, statistics in a time direction of the first analysis values and the second analysis values of the successively obtained frames. Based on the calculated first and second statistics, the X-ray image processing apparatus determines whether to correct the first analysis value. If it is determined to correct the first analysis value, the X-ray image processing apparatus corrects the first analysis value based on the first statistic.

Abstract: An image processing apparatus includes an image acquisition unit adapted to acquire a radiation image capturing an object, a function acquisition unit adapted to acquire a point spread function from the radiation image, and a determination unit adapted to determine, based on a state of the point spread function, presence/absence of a movement of the object in the radiation image.

Abstract: An X-ray image processing apparatus for performing image processing for frames successively obtained by an X-ray sensor acquires a first analysis value and a second analysis value by analyzing each of the successively obtained frames, and calculates, as a first statistic and a second statistic, statistics in a time direction of the first analysis values and the second analysis values of the successively obtained frames. Based on the calculated first and second statistics, the X-ray image processing apparatus determines whether to correct the first analysis value. If it is determined to correct the first analysis value, the X-ray image processing apparatus corrects the first analysis value based on the first statistic.

Abstract: An image forming apparatus includes a conversion acquisition unit configured to acquire a gradation conversion characteristic based on an X-ray image captured by an X-ray sensor, a storage unit configured to store a pixel value range in which a signal-to-noise ratio is higher than a threshold value according to a characteristic of the X-ray sensor, a determination unit configured to determine whether a pixel value range in which gradation is widened according to the gradation conversion characteristic is included in the stored pixel value range, and a correction unit configured to correct the gradation conversion characteristic depending on a result of determination by the determination unit.

Abstract: An image processing apparatus includes a frequency component generation unit, a coefficient acquisition unit, a detection unit, a gain adjustment unit, and a processed image generation unit. The frequency component generation unit is configured to generate a plurality of frequency component images based on an original image. The coefficient acquisition unit is configured to acquire a gain coefficient for gain correction. The detection unit is configured to detect edge information based on the gain coefficient. The gain adjustment unit is configured to adjust a gain of at least one of the plurality of frequency component images based on the gain coefficient and the edge information. The processed image generation unit is configured to generate a processed image based on at least one of the plurality of frequency component images with the gain adjusted by the gain adjustment unit.

Abstract: An image processing apparatus includes a processing unit configured to generate a processed image by processing a plurality of band limit signals based on a parameter for adjusting the band limit signal, and a control unit configured to control the parameter so that an amplitude response of the processed image with respect to an original image is to be a predetermined value or more.

Abstract: An information processing apparatus includes a determination unit configured to determine whether or not a region having at least one pixel of an image includes a predetermined number of anomalous pixels, and a creation unit configured to create information indicating the determination result for the region.