A processor-implemented method with crosstalk correction includes: determining a region in which a crosstalk is to occur based on a three-dimensional (3D) position relationship between a position of eyes of a user and a position of a virtual image of a virtual content object; generating a concealer image for correcting the region in which the crosstalk is to occur based on the determined region and the virtual content object; and correcting the crosstalk by combining the virtual content object and the generated concealer image.

An apparatus for obtaining facial information obtains facial information indicating the state of the face of a driver of a vehicle from each of face images of the driver's face, causes a display mounted on the vehicle to show a screen including an input section for receiving input of information from the driver, and obtains correction information for correcting the facial information from a face image, of the face images, generated while the screen is displayed on the display.

Systems and methods for controlling vehicle seat position are disclosed herein. An example device can be configured to determine seat configuration parameters of a seat of a vehicle, determine seat weight distribution of a user, automatically adjust the seat configuration parameters in such a way that the seat weight distribution changes as the user is operating the vehicle, and automatically adjust a mirror position of the mirror of the vehicle in response to the automatic adjustment of the seat configuration parameters.

Disclosed herein is a control method. The control method includes monitoring a gaze of an occupant present inside a vehicle through a camera, receiving a control command from the occupant through an input unit, determining a control target on the basis of a result of monitoring the gaze of the occupant and the control command, and controlling the control target on the basis of the control command.

Embodiments relate to an apparatus for improving visibility of cluster design elements based on a driver's view, including an eye position detection unit to detect an eye position of the driver from a face image captured through a camera in a vehicle, a visible area determination unit to determine a visible area and an invisible area in a cluster based on the detected eye position, a position of the cluster in the vehicle and a position of a steering wheel, a display information detection unit to detect a position and shape of display information displayed on the cluster, and a display information design conversion unit to convert a position or shape of display information overlapping in the invisible area among the display information.

Disclosed is a method for separating a speech based on artificial intelligence in a vehicle. The method includes separating a speech signal using at least one sound beam-forming or source separation; and performing a speech recognition function by detecting a speaker (user) of the separated signal, and accordingly, other users in the vehicle in addition to a driver may use the speech recognition function. A device and method for separating speech based on artificial intelligence in vehicle of the present disclosure can be associated with artificial intelligence modules, drones (unmanned aerial vehicles (UAVs)), robots, augmented reality (AR) devices, virtual reality (VR) devices, devices related to 5G service, etc.

Disclosed is a cabin system including a communication device configured to exchange a signal with an external device, at least one internal camera configured to acquire an image inside a cabin, at least one external camera configured to acquire an image outside a vehicle, an input device configured to convert user input into an electrical signal, at least one display configured to output visual content, at least one speaker configured to output auditory content, a plurality of seats on which a plurality of user is capable sitting, and at least one processor configured to acquire first information about a first user and second information about a second user through the communication device, to specify each of the first user and the second user based on image data received from at least one of the internal camera or the external camera, to provide a control signal to at least one of the display or the speaker such that content is provided to a user based on the electrical signal generated by the input device, to determine a first boarding seat of the first user among the plurality of seats according to the first information and to determine a second boarding seat of the second user among the plurality of seats according to the second information, and to determine the posture of the first boarding seat according to the first information and to determine the posture of the second boarding seat according to the second information.

A head-up display includes a display device and an optical system. The display device includes a display panel, an input unit, a memory, and a controller. The display panel is configured to display an image. The input unit is configured to receive calibration information indicating a position of a calibration object and first position information indicating positions of user's eyes based on an image capturing device. The memory is configured to store the calibration information. The optical system is configured to allow a user to visually recognize a virtual image plane, which is a virtual image of the image displayed on the display panel, by reflecting image light emitted corresponding to the image toward the user's eyes. The controller is configured to convert the first position information into second position information indicating the positions of the eyes based on the virtual image plane by using the calibration information.

An example operation includes one or more of receiving, by a computer associated with a transport, a gait of an individual from at least one camera associated with the transport, validating, by the computer, the gait, receiving, by the computer, a gesture of the individual from the at least one camera, validating, by the computer, the gesture, and performing, by the computer, one or more functions based on the validated gait and the validated gesture.

A method for controlling an autonomous vehicle is disclosed. The vehicle control method, which adjusts a seat installed in a vehicle, a first display positioned in front of the seat and facing the seat, and a second display positioned in front of the first display and facing the seat, includes: detecting the face of a passenger sitting in the seat by a camera installed in the vehicle; estimating the face height from the floor surface of the vehicle; if the estimated face height is lower than a predetermined level, setting a display region on the first display, and, if the estimated face height is higher than the predetermined level, setting the display region on at least part of the second display; and displaying images in the set display region. One or more among an autonomous vehicle, user terminal, and server according to the present invention may be associated with an artificial intelligence module, a robot, an augmented reality (AR) device, a virtual reality (VR) device, etc.