Abstract: Disclosed herein is a method for integrated anomaly detection. The method includes detecting a thing object and a human object in input video using a first neural network, and tracking the human object, and detecting an anomalous situation based on an object detection result and a human object tracking result.

Abstract: An insulin patch control method and a device therefor are provided. An insulin patch control method and a device therefor are provided. The insulin patch control method according to one embodiment of the present invention comprises the steps of: obtaining, from an insulin patch, blood glucose information measured by a blood glucose sensor; inputting the obtained blood glucose information into a first neural network; estimating a pump parameter of the insulin patch on the basis of output data of the first neural network; and simulating the insulin patch by inputting the blood sugar information and the pump parameter into a second neural network.

Abstract: Provided is a network security management system and management server for controlling a disposable drug injector. A method of controlling a disposable drug injector by using a drug injector controller includes searching for a nearby device for connecting to a disposable drug injector, authenticating that a found device is the disposable drug injector that is controllable by the drug injector controller, requesting, from the disposable drug injector, to set a data accessing authority and a device controlling authority, and controlling the disposable drug injector in which the data accessing authority and the device controlling authority are set via network communication.

Abstract: A method, device, and computer program product for calculating an optimal insulin injection amount is provided. A glucose measurement value for a first user is received from a biometric value measurement device, information about food eaten is received from the first user, and an insulin injection amount is calculated on the basis of the glucose measurement value and the information about food.

Abstract: An insulin patch control method and a device therefor are provided. An insulin patch control method and a device therefor are provided. The insulin patch control method according to one embodiment of the present invention comprises the steps of: obtaining, from an insulin patch, blood glucose information measured by a blood glucose sensor; inputting the obtained blood glucose information into a first neural network; estimating a pump parameter of the insulin patch on the basis of output data of the first neural network; and simulating the insulin patch by inputting the blood sugar information and the pump parameter into a second neural network.

Abstract: Provided is a liquid medication control injection device including a blood glucose measuring unit configured to measure blood glucose of target of injection at least a plurality of times, sequentially, a first liquid medication injection unit configured to inject a first liquid medication containing a component for controlling a decrease in blood glucose of the target of injection to the target of injection, and a second liquid medication injection unit configured to inject a second liquid medication containing a component for controlling an increase in blood glucose of the target of injection, wherein the component of the second liquid medication is different from that of the first liquid medication.

Abstract: The present disclosure relates to a liquid medicine injection device including a patch portion to which a sensor portion configured to measure blood glucose is detachable and in which an injection portion configured to inject a liquid medicine into the body of a user is installed, and a stamping portion on which the patch portion is mounted and including a first needle connectable to the sensor portion, wherein the stamping portion transmits power to the patch portion so that the first needle and a second needle, which is connected to the injection portion, are together inserted into the skin of the user, and the sensor portion and the injection portion are installed in a single device so that the convenience of use is improved when the liquid medicine injection device is attached to the skin of the user.

Abstract: Disclosed are an apparatus and method for correcting a depth map for a three-dimensional image, which are capable of accurately correcting an initially-generated depth map in accordance with characteristics of an image, thereby achieving an enhancement in picture quality of a three-dimensional image. The disclosed apparatus includes an original depth map generating unit for generating an original depth map for frame image data externally supplied to the original depth map generating unit, and a depth map correcting unit for analyzing the externally-supplied frame image data, calculating an image pattern of the frame image data and per-pixel brightness values of the frame image data, based on results of the analysis, and correcting the original depth map output from the original depth map generating unit, based on the calculated image pattern and the calculated brightness values, thereby generating a corrected depth map.

Abstract: Disclosed are an apparatus and method for correcting a depth map for a three-dimensional image, which are capable of accurately correcting an initially-generated depth map in accordance with characteristics of an image, thereby achieving an enhancement in picture quality of a three-dimensional image. The disclosed apparatus includes an original depth map generating unit for generating an original depth map for frame image data externally supplied to the original depth map generating unit, and a depth map correcting unit for analyzing the externally-supplied frame image data, calculating an image pattern of the frame image data and per-pixel brightness values of the frame image data, based on results of the analysis, and correcting the original depth map output from the original depth map generating unit, based on the calculated image pattern and the calculated brightness values, thereby generating a corrected depth map.

Abstract: Disclosed herein are a mobile terminal and server and a communication method. In an exemplary embodiment, a mobile terminal includes a light reception unit that receive visible light; a communication unit that performs communication using the visible light received by the light reception unit; and a control unit that controls a network to be formed by transmitting/receiving information to/from one or more other mobile terminals using the same light source through the communication unit.

Abstract: A user interface apparatus includes a position identification unit to identify a first position where a first touch is generated on a display screen; a priority assignment unit to respectively assign priorities to menu items displayed on the display screen; and a menu item movement unit to move the menu items to the first position as a destination according to the assigned priorities and in response to the first touch. A user interface method in a touch device includes identifying a first position where a first touch is generated on a display screen, respectively assigning priorities to menu items displayed on the display screen, and moving the menu items to the first position according to the assigned priorities in response to receiving the first touch.

Abstract: A mobile terminal and a method for phone number management using images in a mobile terminal permit the management of plural phone numbers with a single image through image segmentation. The mobile terminal segments an image into two or more segments and receives and saves phone number management information corresponding to one or more segments. If a call request is input and a segment corresponding to a called party is selected, a call is originated by using the phone number corresponding to the selected segment. While the call is ongoing, the selected segment may be emphasized by being enlarged on the image or brightened relative to other segments.