Abstract: An artificial intelligence robot includes a camera configured to acquire image data, a memory configured to store an object recognition model used to recognize an object from the image data, and a processor configured to acquire a speech command, determine whether an intention of the acquired speech command is object search, recognize an object from the image data based on the object recognition model during traveling when the intention of object search, and output a notification indicating that the object has been recognized when the recognized object is an intended object.

Abstract: Disclosed are a method for controlling a vehicle and an intelligent computing apparatus for controlling a vehicle. The method for controlling a vehicle includes obtaining state information related to a driver in the vehicle, generating information related to concentration on the basis of the state information related to the driver, and outputting information related to drowsiness prevention on the basis of the information related to concentration, whereby it is possible to prevent driver's concentration from being decreased and it is possible to prevent occurrence of an accident due to carelessness such as decreased concentration of the driver during driving in advance by recognizing a state in which the driver's concentration is significantly decreased and providing information related to drowsiness prevention to increase concentration again.

Abstract: The present disclosure relates to an electronic device that is capable of multimodal biometric authentication and a method of controlling the electronic device.

Abstract: Disclosed is a method of controlling an intelligent electronic device including initiating implicit continuous authentication, obtaining sensor data from at least one sensor, classifying a security level of the intelligent electronic device into at least two states having different security on the basis of the sensor data, and determining an authentication period of the implicit continuous authentication according to the classified security level, wherein the at least one sensor is continuously activated on the basis of the determined authentication period.

Abstract: A method of managing an intelligent robot device is disclosed. The method of managing the intelligent robot device is able to provide best airport services to airport users by respectively arranging a plurality of intelligent robot devices in a plurality of zones of the airport and redistributing a corresponding zone of an intelligent robot device providing airport services to remaining intelligent robot devices. The intelligent robot device may be associated with an artificial intelligence module, a unmanned aerial vehicle (UAV), a robot, an augmented reality (AR) device, a virtual reality (VR) device, devices related to 5G services, and the like.

Abstract: Disclosed herein is a travel method of an intelligent robot cleaner. According to the present disclosure, it is possible to minimize a cleaning travel path in a cleaning target region and thus reduce a cleaning time by accumulating a plus unit point when the cleaner travels along a plurality of cleaning travel paths, accumulating a minus unit point when the cleaner travels along an overlapped cleaning travel path among the plurality of cleaning travel paths, and determining a final cleaning travel path by learning the accumulated unit point. The intelligent robot cleaner can be associated with an artificial intelligence module, unmanned aerial vehicle (UAV), a robot, an augmented reality (AR) device, a virtual reality (VR) device, devices related to 5G services, and the like.

Abstract: An artificial intelligence apparatus for calibrating an output position of a display panel according to an embodiment includes a camera configured to capture an image displayed by the display panel; and a processor configured to: transmit a signal for outputting a position reference image to the display panel, receive, via the camera, a captured image for the display panel, calculate an output position offset for the display panel in a predetermined unit based on the position reference image and the captured image, determine an output position calibration value for the display panel using the calculated output position offset, and transmit the determined output position calibration value to the display panel.

Abstract: Provided is a method for controlling a moving agent group platooning within a building, the method comprising: a sensing step in which a first moving agent among a plurality of moving agents senses an occurrence of a predetermined event during the plurality of moving agents are platooning, wherein the first moving agent leads the platooning of the plurality of moving agents; and a transferring step in which the first moving agent transfers a group control authority to a second moving agent among the plurality of moving agents, wherein the second moving agent just follows the first moving agent; wherein the second moving agent having the group control authority leads movement of remaining moving agents following the second moving agent.

Abstract: Disclosed is a massage apparatus. The massage apparatus includes a vibration array including a plurality of vibration devices, a driver configured to vibrate the plurality of vibration devices, and a processor configured to control the driver to generate a stimulus at a stimulus point between the plurality of vibration devices by simultaneously vibrating two or more vibration devices among the plurality of vibration devices.

Abstract: An in-vehicle complex biometric authentication system includes: a sensor to sense a driver's boarding of a vehicle; a controller to perform driver authentication based on biometric information sensed by multiple biometric sensors when driver's boarding in a vehicle is detected by the sensor, and to collect driver's identification information and driving habit information during operation of a vehicle when the driver authentication is succeeded; and a memory to store the identification information and driving habit information as implicit authentication information, wherein the controller further detects situation recognition information related to the implicit authentication information, after the driver authentication is succeeded, and determines whether to perform additional authentications based on the matching result of the detected situation recognition information with the implicit authentication information.

Abstract: Provided are an electronic device performing complex biometric authentication and a control method thereof.

Abstract: Provided is an electronic device including: first and second terminals each of which includes multiple sensors formed to detect biometric information and which are configured to receive different types of pieces of biometric information, respectively; a controller that selects one or several pieces of user information from among multiple preregistered pieces of user information using the biometric information which is input from the first terminal unit; and that forms a comparison group for user authentication; and a security module that compares the comparison group and the biometric information which is input from the second terminal unit and thus performs the user authentication, in which the second terminal unit receives the biometric information from a user after a predetermined time elapses from when the biometric information is input from the first terminal unit.

Abstract: An intelligent robot cleaner setting a travel path based on a video learning includes a travel driver, a suction unit, an image acquisition unit, and a controller. The travel driver moves to an area to be cleaned along the travel path. The suction unit sucks foreign substances on the travel path. The image acquisition unit acquires an image on the travel path. The controller analyzes the image, decides whether an object is present on the travel path, classifies a type of the object, and sets a bypass travel path that avoids the object if the object is an avoidance object.

Abstract: A method of selecting a call connection device according to perception of surrounding conditions is disclosed. The method includes sensing an external electronic device paired with a user's portable device while waiting to receive a call, collecting first information on the paired external electronic device, recognizing at least one of first peripheral information recognizing surrounding conditions of the external electronic device and second peripheral information recognizing surrounding conditions of the portable device based on the collected first information, and learning the recognized first peripheral information or the recognized second peripheral information and recommending one of the portable device and the external electronic device suitable for surrounding conditions of the user based on a result of the learning to connect a call with the other party. Hence, the user can prevent the exposure of personal privacy by recommending the call connection device suitable for user's surroundings.

Abstract: Provided are an intelligent device and a method of correcting an image thereof. The intelligent device includes a camera received in a body; a processor for controlling to obtain subject state information from an image transmitted from the camera; and a memory for storing the subject status information, wherein the processor is configured to determine a distortion state of a size of a subject based on the obtained subject state information, to measure a distance between the camera and the subject when the distortion state of the size of the subject is recognized, to correct a size of the subject to correspond to a ratio of the measured distance, and to correct a blank of a subject background formed by the corrected size of the subject. The intelligent device may be connected to an Artificial Intelligence (AI) module, a drone (Unmanned Aerial Vehicle (UAV)), a robot, an augmented reality (AR) device, a virtual reality (VR) device, and a device related to a 5G service.

Abstract: Disclosed are an Intelligent electronic device and authentication method using message sent to intelligent electronic device.

Abstract: A system and a method for predicting a battery consumption of an electric vehicle are disclosed. The battery consumption prediction system of the electric vehicle predicts the battery consumption considering an overall state of the electric vehicle and an external environment of the electric vehicle. The battery consumption prediction system of the electric vehicle may be associated with an artificial intelligence module, a robot, an augmented reality (AR) device, a virtual reality (VR) device, devices related to 5G services, and the like.

Abstract: An artificial intelligence dishwasher including a dish rack on which dishes are arranged, a spray nozzle configured to spray washing water toward the dishes, a washing pump configured to feed washing water stored in a sump to the spray nozzle, a washing motor configured to drive the washing pump, a camera configured to capture the dish rack to obtain a dish arrangement image, and a processor configured to provide the dish arrangement image to a dish recognition model to obtain dish information included in the dish arrangement image, determine a washing cycle for the dishes based on the dish information, and control driving of the washing motor according to the determined washing cycle is provided. A dishwashing method is also provided.

Abstract: A home monitoring system according to an aspect of the present disclosure relates to a home monitoring system and, more particularly, to a home monitoring system that can prevent a safety accident when a child or a pet approaches a predetermined dangerous space or a home IoT device, by sensing it, controlling the home IoT device, and making a user recognize it. According to the home monitoring system of the present disclosure, one or more of an IoT device and a server of the present disclosure may be associated with an artificial intelligence module, a robot, an AR (Augmented Reality) device, a VR (Virtual Reality) device, a device associated with 5G services, etc.

Abstract: According to the present invention, a method of displaying status information for a device to a user comprises receiving a control command for controlling the device to display the status information, determining the user's location, selecting other areas than where the user is located as mapping candidate areas, and selecting at least any one or more of the mapping candidate areas as a mapping area and displaying the status information in the mapping area in a projection fashion. Embodiments of the present invention may be related to artificial intelligence (AI) modules, unmanned aerial vehicles (UAVs), robots, augmented reality (AR) devices, virtual reality (VR) devices, and 5G service-related devices.