In one embodiment, a method includes receiving sensor data corresponding to an environment external of a vehicle. The sensor data include data points. The method includes determining one or more subsets of the data points. The method includes comparing the one or more subsets of the data points to one or more predetermined data patterns. Each of the one or more predetermined data patterns corresponds to an object classification. The method includes computing a confidence score for each subset of data points of the one or more subsets of the data points as corresponding to each of the one or more predetermined data patterns based on the comparison. The method includes generating a classification for an object in the environment external of the vehicle based on the confidence score.

Sensor data captured by one or more sensors coupled to a first entity are received by an apparatus. The sensor data comprises a location of the first entity or representation of surroundings of the first entity. Based at least in part on the sensor data, a second entity is identified. Based at least in part on trajectories along which the first and second entities are respectively traveling, it is expected that the second entity will enter a zone defined around the first entity. Based at least in part on the sensor data, an amount of time until the second entity will enter the zone is determined. The amount of time until the second entity will enter the zone is provided as (a) input to a navigation function and/or (b) to be displayed as a countdown via a display element and/or speaker element of the first entity.

Information related to a vehicle can be displayed by projecting an image based on the information on a road surface or the like. An image projection apparatus that projects an image includes: a sensor unit that acquires information related to a vehicle; and an image projection unit that projects the image based on the information acquired by the sensor unit.

Provided is a content visualizing method and apparatus. The content visualizing apparatus generates an object disposition space based on a road surface and an obstacle and determines a display position at which a graphic representation corresponding to route guidance content is visualized in the object disposition space.

In one embodiment, a method includes sending a set of instructions to present, on a computing device, one or more available locations for a vehicle to pick-up or drop-off a user in an area. The one or more available locations are based on sensor data of the area that is captured by the vehicle. The method includes receiving a user selection to select a location associated with the area for the vehicle to pick-up or drop-off the user. The method includes adjusting a viability value of one or more locations to pick-up or drop-off the user. The viability value is adjusted based at least on the selected location. The method includes, based on the adjusted viability value of the one or more locations, determining a location from the one or more locations. The method includes instructing the vehicle to travel to the determined location.

Technologies and techniques for displaying a virtual three-dimensional navigation map in a vehicle. A surface of an interior is determined for the vehicle, and a three-dimensional navigation map is loaded. The three-dimensional navigation map is automatically adjusted to the surface, and the adjusted three-dimensional navigation map is represented together with a representation of an ego position of the means of transportation as a virtual, raised model on the surface via an augmented reality display device.

In one embodiment, a method includes receiving sensor data corresponding to an environment external of a vehicle. The sensor data include data points. The method includes determining one or more subsets of the data points. The method includes comparing the one or more subsets of the data points to one or more predetermined data patterns. Each of the one or more predetermined data patterns corresponds to an object classification. The method includes computing a confidence score for each subset of data points of the one or more subsets of the data points as corresponding to each of the one or more predetermined data patterns based on the comparison. The method includes generating a classification for an object in the environment external of the vehicle based on the confidence score.

A system is provided for hands-free handling of at least one asset by a user. The system includes a user device configured to be worn by a user and a control system remotely located relative to the user device and configured to exchange asset-related data with the user device, the asset-related data including at least one or more notifications related to the handling of the at least one asset by the user at the asset location. The user device contains a processor configured to determine location data associated with the at least one asset and including a location for the at least one asset, the determination being based, in part, upon the obtained asset identifier data; dynamically generate and display, at the user device, one or more navigational projections configured to guide the user to the asset location; and detect handling of the at least one asset by the user.

Disclosed are a navigation device linked to a vehicle, an augmented reality (AR) platform apparatus, an AR platform system including the same, and an operating method thereof. The navigation device linked to the vehicle may operate to present an AR coupon in a driving image acquired through a vision sensor of the vehicle and to download a coupon corresponding to the AR coupon when the vehicle passes through a physical location corresponding to a display area where the AR coupon is displayed. By providing coupon information filtered based on user information and/or sensing data of the vehicle as an AR coupon in the driving image of the vehicle, it is possible to intuitively provide coupon information useful and suitable for a driver.

Based on information about a vehicle, the information can be projected and displayed onto a road surface or the like. An image projection apparatus, which projects an image, includes an acquisition unit that acquires the information about the vehicle, and an image projection unit that projects the image based on the information acquired by the acquisition unit.