Abstract: In a case of receiving an access request to a target image, an image access management device can provide an appropriate access right holder with an appropriate range of information by determining a browsing level with respect to the target image according to an access authority or purpose included in the access request to the target image, by an access management unit, by generating a final image that corresponds to the access authority by processing the feature vector according to the browsing level, and providing the generated final image as a response to the access request, by an image generation unit.

Abstract: Aspects of the disclosure relate to a method for discovering latent factors from data in a neural network environment. Aspects include adding, by a data noise unit of the neural network environment, noise to a set of input data; computing, by the encoder model and a set of stochastic non-linear units, a set of latent code based on the set of input data; obtaining, by decoding the latent code with a decoder model, a set of reconstructed data.

Abstract: An object of the disclosure is to provide flexible and highly accurate activity detection means. Provided is an activity detection device including: an input unit that inputs an image sequence including a first image and a second image; an object detection unit that detects a first object in the image sequence; a component model unit that generates first characteristic information characterizing the first object and includes at least one individually trainable component model; and an activity detection unit that generates a first object state corresponding to the first object in the first image and a second object state corresponding to the first object in the second image based on the first characteristic information and determines an activity related to the first object based on the first and second object states.

Abstract: A method of processing an image in an electronic device. The method may comprise; obtaining a first image; selecting, based on comparing the first image with a plurality of second images, at least one third image from the plurality of second images, wherein the at least one third image is similar to the first image; identifying an identifier of an image group corresponding to the at least one third image; associating the first image with the identifier of the image group; and notifying, on the device, based on the identifier of the image group, existence of the at least one third image.

Abstract: In a case of receiving an access request to a target image, an image access management device can provide an appropriate access right holder with an appropriate range of information by determining a browsing level with respect to the target image according to an access authority or purpose included in the access request to the target image, by an access management unit, by generating a final image that corresponds to the access authority by processing the feature vector according to the browsing level, and providing the generated final image as a response to the access request, by an image generation unit.

Abstract: A method of managing applications installed on a computing device and a computing device using the method are provided. The method includes identifying at least one application based on usage data of the computing device, fetching archive data and user data corresponding to the at least one application, creating backup data by correlating the archive data with the user data, and uninstalling the at least one application from the computing device once the creating of the backup data is completed.

Abstract: A design method for the current controller of a grid connected inverter is discussed in this disclosure. The repetitive control strategy is used, in tandem with a mu-synthesis based current controller, to attain sinusoidal reference tracking and harmonic rejection. Mu-synthesis based control is chosen to attain reference tracking in the presence of plant uncertainties. The repetitive control strategy is selected since it can reject a large number of harmonics simultaneously, while providing a clean sinusoidal current waveform to the grid, even in the presence of grid load and/or voltage distortions. The repetitive control strategy is implemented via the internal model principle. By applying mu-synthesis principles, a feedback controller that simultaneously achieves stability and tracking performance is obtained.

Abstract: Aspects of the disclosure relate to a method for discovering latent factors from data in a neural network environment. Aspects include adding, by a data noise unit of the neural network environment, noise to a set of input data; computing, by the encoder model and a set of stochastic non-linear units, a set of latent code based on the set of input data; obtaining, by decoding the latent code with a decoder model, a set of reconstructed data.

Abstract: A design method for the current controller of a grid connected inverter is discussed in this disclosure. The repetitive control strategy is used, in tandem with a mu-synthesis based current controller, to attain robust sinusoidal reference tracking and harmonic rejection. Uncertainty in the input DC voltage (±50%) is considered and expressed in static form. Mu-synthesis based control is chosen to attain robust reference tracking in the presence of plant uncertainties. The repetitive control strategy is selected since it can reject a large number of harmonics simultaneously, while providing a clean sinusoidal current waveform to the grid, even in the presence of grid load and/or voltage distortions. The repetitive control strategy is implemented via the internal model principle. By applying mu-synthesis principles, a feedback controller that simultaneously achieves robust stability and robust tracking performance is obtained.

Abstract: A method of processing an image in an electronic device. The method may comprise; obtaining a first image; selecting, based on comparing the first image with a plurality of second images, at least one third image from the plurality of second images, wherein the at least one third image is similar to the first image; identifying an identifier of an image group corresponding to the at least one third image; associating the first image with the identifier of the image group; and notifying, on the device, based on the identifier of the image group, existence of the at least one third image.

Abstract: A method of managing applications installed on a computing device and a computing device using the method are provided. The method includes identifying at least one application based on usage data of the computing device, fetching archive data and user data corresponding to the at least one application, creating backup data by correlating the archive data with the user data, and uninstalling the at least one application from the computing device once the creating of the backup data is completed.