Abstract: An inspection device includes a first data storage unit configured to store a first data which is time series according to a state of an inspection object, a second data generation unit configured to generate second data, which is a spectrogram including a first frequency component, a time component, and an amplitude component by performing short-time Fourier transform on the first data, a third data generation unit configured to generate third data including the first frequency component, a second frequency component, and the amplitude component by performing Fourier transform on time-amplitude data for each first frequency component in the second data, respectively, and a determination unit configured to determine the state of the inspection object based on the third data.

Abstract: Included are a display control unit configured to display a live view image being imaged by an imaging unit, and to display a display item indicating a degree of in-focus, superimposed on the live view image; an acquiring unit configured to acquire information relating to a degree of in-focus in a focus detecting region; and a changing unit configured to change display positions and display forms of a first indicator and second indicator that indicate a degree of in-focus by a positional display relationship with each other, and a third indicator that indicates a focus position, based on information acquired by the acquiring unit, the first indicator and the second indicator and the third indicator are included in the display item.

Abstract: An inspection device includes a first data storage unit configured to store a first data which is time series according to a state of an inspection object, a second data generation unit configured to generate second data, which is a spectrogram including a first frequency component, a time component, and an amplitude component by performing short-time Fourier transform on the first data, a third data generation unit configured to generate third data including the first frequency component, a second frequency component, and the amplitude component by performing Fourier transform on time-amplitude data for each first frequency component in the second data, respectively, and a determination unit configured to determine the state of the inspection object based on the third data.

Abstract: A learning procedure involves generating a non-defective product learning model by conducting machine learning using non-defective product data as teacher data, and generating a defective product learning model for each defect type by conducting machine learning for each defect type using defective product data as teacher data. A calculating procedure involves calculating the likelihood of a non-defective product from output data calculated using the non-defective product learning model to which target product data is input, and calculating the likelihood of a defective product for each defect type from output data calculated using the defective product learning model to which the target product data is input. A determining procedure involves determining that the target product data is data on a defective product having an unknown defect when the likelihood of a non-defective product and the likelihood of a defective product for each defect type satisfy a predetermined requirement.

Abstract: A learning procedure involves generating a non-defective product learning model by conducting machine learning using non-defective product data as teacher data, and generating a defective product learning model for each defect type by conducting machine learning for each defect type using defective product data as teacher data. A calculating procedure involves calculating the likelihood of a non-defective product from output data calculated using the non-defective product learning model to which target product data is input, and calculating the likelihood of a defective product for each defect type from output data calculated using the defective product learning model to which the target product data is input. A determining procedure involves determining that the target product data is data on a defective product having an unknown defect when the likelihood of a non-defective product and the likelihood of a defective product for each defect type satisfy a predetermined requirement.

Abstract: Included are a display control unit configured to display a live view image being imaged by an imaging unit, and to display a display item indicating a degree of in-focus, superimposed on the live view image; an acquiring unit configured to acquire information relating to a degree of in-focus in a focus detecting region; and a changing unit configured to change display positions and display forms of a first indicator and second indicator that indicate a degree of in-focus by a positional display relationship with each other, and a third indicator that indicates a focus position, based on information acquired by the acquiring unit, the first indicator and the second indicator and the third indicator are included in the display item.

Abstract: An imaging device including an imaging element configured to output an image pickup signal and a parallax image signal is provided. The imaging device selects a subject area on the basis of the image pickup signal and performs a control to read the parallax image signal from a reading area of the imaging element corresponding to the selected subject area. In this control, the imaging device selects a subject area on the basis of a result of comparing the number of lines configuring the reading area corresponding to the subject area and a threshold value.

Abstract: Included are a display control unit configured to display a live view image being imaged by an imaging unit, and to display a display item indicating a degree of in-focus, superimposed on the live view image; an acquiring unit configured to acquire information relating to a degree of in-focus in a focus detecting region; and a changing unit configured to change display positions and display forms of a first indicator and second indicator that indicate a degree of in-focus by a positional display relationship with each other, and a third indicator that indicates a focus position, based on information acquired by the acquiring unit, the first indicator and the second indicator and the third indicator are included in the display item.

Abstract: The image processing apparatus includes an image producer to produce a captured image by using outputs from multiple photoelectric converters in an image sensor, a phase difference information acquirer to acquire phase difference information by using outputs from multiple specific photoelectric converters, and an object detector to detect an object, a size detector to detect an image size of the detected object. The object detector is capable of detecting a first object and a second object that is a part of the first object. The selector selects, when the image size of the first object is smaller than a predetermined size, the specific photoelectric converters depending on an area including the first object and selects, when the image size of the first object is larger than the predetermined size, the specific photoelectric converters depending on an area including the second object.

Abstract: An imaging device including an imaging element configured to output an image pickup signal and a parallax image signal is provided. The imaging device selects a subject area on the basis of the image pickup signal and performs a control to read the parallax image signal from a reading area of the imaging element corresponding to the selected subject area. In this control, the imaging device selects a subject area on the basis of a result of comparing the number of lines configuring the reading area corresponding to the subject area and a threshold value.

Abstract: An image pickup apparatus capable of obtaining a smooth video image and of reducing deterioration in the vertical resolution and an image stabilization performance. An image pickup device has a valid pixel area for obtaining an image signal, an optical black area for an optical black correction, and an amplifier unit that amplifies an output from the pixel area and outputs an image signal. A gain adjustment unit adjusts gain of the image signal. A reading control unit changes a gain value in the amplifier unit, changes the numbers of lines in the areas, and performs reading control of the image pickup device, when a control gain value in the gain adjustment unit exceeds a reference value. A change unit changes a time constant of a correction filter used for the optical black correction when the control gain value exceeds the specified reference value.

Abstract: The image processing apparatus includes an image producer to produce a captured image by using outputs from multiple photoelectric converters in an image sensor, a phase difference information acquirer to acquire phase difference information by using outputs from multiple specific photoelectric converters, and an object detector to detect an object, a size detector to detect an image size of the detected object. The object detector is capable of detecting a first object and a second object that is a part of the first object. The selector selects, when the image size of the first object is smaller than a predetermined size, the specific photoelectric converters depending on an area including the first object and selects, when the image size of the first object is larger than the predetermined size, the specific photoelectric converters depending on an area including the second object.

Abstract: The image capturing apparatus includes an image sensor configured to convert light into an electrical signal, the image sensor including an effective pixel portion and a reference pixel portion, and a control unit configured to change compression processing of a signal output from the reference pixel portion in accordance with the number of defective pixels in the reference pixel portion.

Abstract: Included are a display control unit configured to display a live view image being imaged by an imaging unit, and to display a display item indicating a degree of in-focus, superimposed on the live view image; an acquiring unit configured to acquire information relating to a degree of in-focus in a focus detecting region; and a changing unit configured to change display positions and display forms of a first indicator and second indicator that indicate a degree of in-focus by a positional display relationship with each other, and a third indicator that indicates a focus position, based on information acquired by the acquiring unit, the first indicator and the second indicator and the third indicator are included in the display item.

Abstract: An image capture apparatus generates a developed image by generating a signal intensity of an inexistent color component for an image signal of each pixel read from an image sensor having a Bayer pattern. The image capture apparatus corrects a color dispersion caused by the image sensor for the developed image and outputs the corrected developed image. And the image capture apparatus generates a Bayer image having the Bayer pattern from the corrected developed image.

Abstract: The image capturing apparatus includes an image sensor configured to convert light into an electrical signal, the image sensor including an effective pixel portion and a reference pixel portion, and a control unit configured to change compression processing of a signal output from the reference pixel portion in accordance with the number of defective pixels in the reference pixel portion.

Abstract: An image pickup apparatus capable of obtaining a smooth video image and of reducing deterioration in the vertical resolution and an image stabilization performance. An image pickup device has a valid pixel area for obtaining an image signal, an optical black area for an optical black correction, and an amplifier unit that amplifies an output from the pixel area and outputs an image signal. A gain adjustment unit adjusts gain of the image signal. A reading control unit changes a gain value in the amplifier unit, changes the numbers of lines in the areas, and performs reading control of the image pickup device, when a control gain value in the gain adjustment unit exceeds a reference value. A change unit changes a time constant of a correction filter used for the optical black correction when the control gain value exceeds the specified reference value.

Abstract: When various reverse operations are performed using a scan reverse function that reverses an image vertically or horizontally, there is a problem in that color information of the first pixel of an image after being reversed is different from color information of the first pixel of a Bayer image before interpolation processing. An image processing apparatus performs interpolation processing on a first image of a Bayer pattern, generates a second image in which colors are arranged in an order reverse to the predetermined order from an interpolated image, and stores the second image in a memory. The image processing apparatus reverses the second image when reading the second image from the memory.

Abstract: An image capture apparatus generates a developed image by generating a signal intensity of an inexistent color component for an image signal of each pixel read from an image sensor having a Bayer pattern. The image capture apparatus corrects a color dispersion caused by the image sensor for the developed image and outputs the corrected developed image. And the image capture apparatus generates a Bayer image having the Bayer pattern from the corrected developed image.

Abstract: When various reverse operations are performed using a scan reverse function that reverses an image vertically or horizontally, there is a problem in that color information of the first pixel of an image after being reversed is different from color information of the first pixel of a Bayer image before interpolation processing. An image processing apparatus performs interpolation processing on a first image of a Bayer pattern, generates a second image in which colors are arranged in an order reverse to the predetermined order from an interpolated image, and stores the second image in a memory. The image processing apparatus reverses the second image when reading the second image from the memory.