An example display system for a commercial vehicle includes a camera configured to record images of a blind spot of the commercial vehicle and a wearable augmented reality display device that includes an electronic display and is configured to be worn on the head of a driver of the commercial vehicle. An electronic control unit is configured to display graphical elements on the electronic display that depict at least one of portions of the recorded images and information derived from the recorded images. A method of displaying graphical elements is also disclosed.

An apparatus includes a robot body, at least one sensor coupled to the robot body and positioned to receive stimuli from a passenger cabin of a vehicle, an actuatable component coupled to the robot body, and a computer coupled to the robot body and communicatively coupled to the sensor and the actuatable component. The computer is programmed to predict an imminent anomalous event in the vehicle based on data from the at least one sensor, and in response to the determination, actuate the actuatable component to remediate the anomalous event.

A vehicle system includes a lidar system that obtains an initial point cloud and obtains a dual density point cloud by implementing a first neural network and based on the initial point cloud. The dual density point cloud results from reducing point density of the initial point cloud outside a region of interest (ROI). Processing the dual density point cloud results in a detection result that indicates any objects in a field of view (FOV) of the lidar system. A controller obtains the detection result from the lidar system and controls an operation of the vehicle based on the detection result.

A vehicle system includes a lidar system that obtains an initial point cloud and obtains a dual density point cloud by implementing a first neural network and based on the initial point cloud. The dual density point cloud results from reducing point density of the initial point cloud outside a region of interest (ROI). Processing the dual density point cloud results in a detection result that indicates any objects in a field of view (FOV) of the lidar system. A controller obtains the detection result from the lidar system and controls an operation of the vehicle based on the detection result.

A retractable barrier that helps prevent the spread of communicable disease includes a first outer surface that faces a first direction, a second outer surface that faces a second direction opposite the first direction, and a filter layer between the first outer surface and the second outer surface. The filter layer includes a particulate filtering material. The barrier is selectively extendable from a compartment to establish a partition that separates individuals on opposite sides of the partition.

A retractable barrier that helps prevent the spread of communicable disease includes a first outer surface that faces a first direction, a second outer surface that faces a second direction opposite the first direction, and a filter layer between the first outer surface and the second outer surface. The filter layer includes a particulate filtering material. The barrier is selectively extendable from a compartment to establish a partition that separates individuals on opposite sides of the partition.

A parking assistance device includes a blind spot area calculation unit, a parking position determination unit, and a parking assistance unit. The blind spot area calculation unit is configured to calculate a size of a blind spot area of a subject vehicle created when the subject vehicle is parked at a specific position in a parking space scheduled for the subject vehicle. The parking position determination unit is configured to determine, as a parking position, the specific position where a predetermined condition related to the size of the blind spot area is satisfied. The parking assistance unit is configured to assist parking of the subject vehicle at the determined parking position.

An information presentation control device includes: an analyzer to calculate a degree of risk based on information regarding an object located around a vehicle; an occupant monitor to determine whether a driver is aware of approach of the object, based on information obtained by imaging the driver with a camera; an image processor to cause at least one of the displays to perform alerting display, based on the degree of risk; and a sound processor to cause the sound output device to generate, as an alerting sound, a sound whose sound image is controlled so that a virtual sound source is localized at a position of at least one of the at least one display, based on the degree of risk. When the driver is aware of the object, the sound processor stops generation of the alerting sound or decreases a sound volume of the alerting sound.

A parking assistance apparatus includes: a parking space searching unit for searching for a parking-allowable parking space in which a user's vehicle can be parked; a target parking space selection unit for selecting a target parking space in which the user's vehicle is to be parked, based on an user setting information, when a plurality of parking-allowable parking spaces are detected; a parking operation assisting unit for assisting in a parking operation for parking the user's vehicle in the target parking space; and a parking operation assistance start determination unit for determining whether or not a determination condition for starting a parking operation is satisfied according to a state of the user's vehicle, and causing the parking operation assisting unit to start assisting in the parking operation when the determination condition is satisfied.

A periphery monitoring device includes a coupling determiner that determines whether a towed vehicle is coupled to a towing vehicle to which the towed vehicle can be coupled; a target setter that sets a target moving position to be a target for moving at least the towed vehicle coupled to the towing vehicle; a storing controller that stores, as a moving target image, an image, including the target moving position, of a peripheral image generated by as imager provided at the towing vehicle; and an image controller that displays the stored moving target image in association with the towing vehicle or the towed vehicle included in a current image generated by the imager and currently displayed on a display device.