Abstract: Provided is an information processing apparatus that includes a generation part that generates, based on a dataset or a first recognizer for training the first recognizer that performs a recognition process based on a first signal read from a first sensor, control information for controlling a recognition process by a second recognizer that performs the recognition process based on a second signal read from a second sensor having a reading unit different from the first sensor.

Abstract: There is provided an artificial satellite and a ground system enabling to efficiently hold data in the artificial satellite. The artificial satellite includes an image processing unit that executes feature amount generation processing of generating a feature amount of a captured satellite image, a storage unit that holds feature amount data obtained as a result of the feature amount generation processing, and a communication unit that transmits the feature amount data to a ground station when communication with the ground station becomes possible. The ground system includes an image processing unit configured to generate complemented data by using complementing data and feature amount data that indicates a feature amount of a satellite image acquired from an artificial satellite and obtained by capturing an image of a ground by the artificial satellite.

Abstract: An aspect of the present disclosure provides an information processing apparatus, an information processing system, an information processing method, and an information processing program which can suppress a decrease in a recognition rate of recognition processing even in a case where recognition processing is performed using data of a partial region of image data. An information processing apparatus includes a reading unit that sets a readout pixel as a part of a pixel region in which a plurality of pixels is arranged in a two-dimensional array, and controls reading out of a pixel signal from the pixel included in the pixel region; and a setting unit that sets the readout pixel on the basis of color filter array information of the pixel region.

Abstract: The present disclosure relates to an information processing apparatus, an information processing method, an information processing system, and a program that enable update of an SW to be quickly and safely implemented. When the software program (SW) is updated, the SW is updated at a timing at which the SW does not operate in a plurality of processing units constituting the SW, so that the SW is updated without stopping the entire operation of the SW. The present disclosure can be applied to an automated driving technology.

Abstract: The present disclosure relates to an information processing apparatus, an information processing method, an information processing system, and a program that enable update of an SW to be quickly and safely implemented. The software program (SW) is updated from the vehicle group in which the safety is confirmed, the operation state of the SW after the update is confirmed, and if there is no abnormality, the SW of the vehicle groups other than the vehicle group in which the safety is confirmed is also updated. The present disclosure can be applied to an automated driving technology.

Abstract: Provided is an image processing method to efficiently acquire data from an artificial satellite. A ground system includes an image processing unit that requests transmission of additional data related to partial data from an artificial satellite to a ground station, on the basis of an analysis result of the partial data of a satellite image captured by the artificial satellite.

Abstract: An information processing apparatus according to an embodiment includes: a generation part configured to generate, based on first training data for training a first recognizer that performs a recognition process based on a first signal read from a first sensor in a first reading unit, second training data for training a second recognizer that performs a recognition process based on a second signal read from a second sensor having at least one of a reading unit, a signal characteristic, and a pixel characteristic different from the first sensor.

Abstract: The present technology relates to an information processing device, an information processing system, and an information processing method which are capable of preventing a decrease in recognition rate of recognition processing even when nonlinear distortion dependent on a luminous flux distribution of an optical system occurs in a captured image. The information processing device includes a reading unit configured to set, as a reading pixel, a part of a pixel region in which a plurality of pixels is arranged in a two-dimensional array, and control reading of a pixel signal from a pixel included in the pixel region, and a correction unit configured to correct the read unit on the basis of a lens distortion parameter and cause the reading unit to read the pixel signal.

Abstract: The present disclosure relates to an information processing apparatus, an information processing method, an information processing system, and a program that enable an SW to be easily updated with an adjustment content according to a request of a user. Vehicle accumulation information including an image for relearning the SW that functions as an object recognition section that recognizes an object around a vehicle and an object recognition result is acquired from the image around the vehicle, adjustment content requested by the user of the vehicle regarding the relearning of the SW is decided, and the SW is relearned on the basis of the vehicle accumulation information and the adjustment content. The present disclosure can be applied to an automated driving technology.

Abstract: An imaging apparatus includes: an imaging unit that has a pixel region in which a plurality of pixels is arranged and that reads and outputs a pixel signal from the pixels included in the pixel region; a unit-of-readout controller that controls a unit of readout set as a part of the pixel region: a recognition unit that has learned training data for each of units of readout; a first output unit that outputs a recognition result of recognition performed by the recognition unit for each of the units of readout; a second output unit that outputs the pixel signal to a subsequent stage; and a trigger generator that generates a trigger signal for controlling a first timing at which the first output unit outputs the recognition result and a second timing at which the second output unit outputs the pixel signal.

Abstract: An information processing apparatus according to an embodiment includes: a conversion part that converts a first dataset or a first recognizer for performing a recognition process based on a first signal read from a first sensor into a second dataset or a second recognizer for performing a recognition process based on a second signal read from a second sensor. The first sensor performs reading in a first reading unit and the second sensor performs reading in a second reading unit different from the first reading unit.

Abstract: An information processing apparatus according to an embodiment includes a generation part (301) that generates, based on a dataset (300, 303) or a first recognizer (310) for training the first recognizer that performs a recognition process based on a first signal read from a first sensor, control information (313) for controlling a recognition process by a second recognizer (312) that performs the recognition process based on a second signal read from a second sensor having a reading unit different from the first sensor.

Abstract: An information processing apparatus includes a conversion part that trains a second recognizer based on an output of a first recognizer that performs a recognition process based on a first signal read from a first sensor. The second recognizer performs the recognition process based on a second signal read from a second sensor having a characteristic different from the first sensor.

Abstract: An information processing apparatus includes a conversion part that converts a first recognizer or a first dataset for performing a recognition process based on a first signal read from a first sensor having a first pixel characteristic or a first signal characteristic into a second recognizer or a second dataset for performing a recognition process based on a second pixel characteristic different from the first pixel characteristic or a second signal characteristic different from the first signal characteristic.

Abstract: An information processing apparatus according to an embodiment includes a conversion part (311) that converts, based on an output of a first recognizer (310) that performs a recognition process based on a first signal read from a first sensor, a processing parameter related to a recognition process of a second recognizer (312) that performs the recognition process based on a second signal read from a second sensor having a characteristic different from a characteristic of the first sensor. The conversion part converts the processing parameter so as to approximate an output of the second recognizer to an output of the first recognizer.

Abstract: An information processing apparatus according to an embodiment includes a generation part that generates a signal corresponding to a first signal read from a first sensor. The signal is generated based on a second signal read from a second sensor different from the first sensor in at least one of a reading unit, a pixel characteristic, and a signal characteristic.

Abstract: Provided is an image analysis unit which analyzes a captured image of a camera mounted on a mobile device, executes object identification of an image, and sets a label as an identification result to an image region; a low-confidence region extraction unit which extracts a region with low confidence of object identification from an image analysis result; and a label updating unit which updates a label of the low-confidence region on the basis of information received via a communication unit. The label updating unit updates a label in a case where a matching rate between an object region analyzed from information received via the communication unit and the low-confidence region is equal to or greater than a specified threshold.

Abstract: An imaging apparatus includes: an imaging unit that has a pixel region in which a plurality of pixels is arranged and that reads and outputs a pixel signal from the pixels included in the pixel region; a unit-of-readout controller that controls a unit of readout set as a part of the pixel region: a recognition unit that has learned training data for each of units of readout; a first output unit that outputs a recognition result of recognition performed by the recognition unit for each of the units of readout; a second output unit that outputs the pixel signal to a subsequent stage; and a trigger generator that generates a trigger signal for controlling a first timing at which the first output unit outputs the recognition result and a second timing at which the second output unit outputs the pixel signal.

Abstract: An imaging apparatus includes: an imaging unit that has a pixel region in which a plurality of pixels is arranged and reads and outputs a pixel signal from the pixels included in the pixel region; a unit-of-readout controller that controls a unit of readout set as a part of the pixel region; a first unit-of-readout setting unit that sets a first unit of readout that is used for reading out the pixel signal from the pixel region for a recognition process that has learned training data for each of the units of readout; a second unit-of-readout setting unit that sets a second unit of readout that is used for reading out the pixel signal from the pixel region so as to output the pixel signal to a subsequent stage; and a mediation unit that performs mediation between the first unit of readout and the second unit of readout.

Abstract: An imaging apparatus according to an embodiment includes: an imaging unit having a pixel region in which a plurality of pixels is arranged; a readout controller that controls readout of pixel signals from pixels included in the pixel region; a first unit-of-readout setting unit that sets a unit of readout as a part of the pixel region, for which the readout controller performs readout of the pixel signal; an image output unit that outputs a first image based on the pixel signal read out from the unit of readout to a subsequent stage; a second unit-of-readout controller that controls the unit of readout in which the readout controller performs readout of the pixel signal; and a recognition unit that learns training data for each of the units of readout, performs a recognition process on the pixel signal for each of the units of readout, and outputs a recognition result.