Abstract: A system for improving hardware usage in a control server using artificial intelligence image processing, including: an image input unit receiving multiple images, temporarily storing input original images, and transmitting image data into one hardware component; an image data pre-processing unit converting multiple images into images with smaller resolution to process the multiple images according to the image resolution of a single image and concatenating the converted images into a single image; an artificial intelligence task performance unit retrieving a data learning model for an object to be recognized and performing an object recognition artificial intelligence task using the data for which pre-processing of image data has been applied; and a resultant image output unit checking boundary coordinates along which images are concatenated according to the number of input images and calculating the center coordinates of each recognized object in the vicinity of the image boundaries.

Abstract: An integrated analysis system includes a data collector configured to acquire an image of an accelerator pedal and an image of a brake pedal for vehicle control and collect on-board diagnostic (OBD) data, distance measurement values obtained by measuring an extent to which the accelerator pedal and the brake pedal are applied, and a decibel value of an inside of a vehicle resulting from a sudden acceleration; a data integrator configured to perform an integration process by overlaying the measured data on the image collected by the data collector; a sudden acceleration determiner configured to determine the sudden acceleration of the vehicle by using image data integrated information integrated by the data integrator; and an image display configured to provide a driver with sudden acceleration determination information obtained from the sudden acceleration determiner, the image data integrated information, vehicle driving information using the OBD data, and emergency relief information.

Abstract: An integrated analysis system includes a data collector configured to acquire an image of an accelerator pedal and an image of a brake pedal for vehicle control and collect on-board diagnostic (OBD) data, distance measurement values obtained by measuring an extent to which the accelerator pedal and the brake pedal are applied, and a decibel value of an inside of a vehicle resulting from a sudden acceleration; a data integrator configured to perform an integration process by overlaying the measured data on the image collected by the data collector; a sudden acceleration determiner configured to determine the sudden acceleration of the vehicle by using image data integrated information integrated by the data integrator; and an image display configured to provide a driver with sudden acceleration determination information obtained from the sudden acceleration determiner, the image data integrated information, vehicle driving information using the OBD data, and emergency relief information.

Abstract: A semi-permeable membrane may include a support layer and an active layer in contact with the support layer. The support layer includes a porous structure including a polymer and at least one metal (or metalloid) oxide in the porous structure. In the support layer, the amount of the metal (or metalloid) oxide present in a portion adjacent to the active layer is higher than the amount of the metal (or metalloid) oxide present in a portion farther from the active layer.

Abstract: A synchronization apparatus and method for synchronizing playback time of a media provided to multiple devices during service transfer and replication process are provided. The content synchronization system for providing a receiving terminal with content of a sending terminal, the content synchronization system includes the sending terminal; the receiving terminal; and a server configured to provide content to the sending terminal and the receiving terminal and to comprise a communication unit configured to communicate the sending terminal and the receiving terminal and to transmit a message and information about time point at which the message is sent, and a content playback time point calculating unit configured to calculate a first content playback start time point of the receiving terminal in an effort to provide the content of the sending terminal that is synchronized with the receiving terminal.