Localization Model

Localization objects are not on the road itself but help a map represent a specific place, visually and functionally. Most localization objects are within a "region of interest" within 15 meters of a navigable road, or 20 meters above a road. Landmarks can extend well beyond that range.

Many HERE map products include (but are not limited to) one or more of the following types of localization objects:

  • Classified sign faces
  • Roadside barriers
  • Poles and pole-like objects
  • Overhead structure faces
  • Landmarks

GPS and LiDAR from HERE vehicles, as well as contributions from third parties, collect geolocated data (including localization objects) while driving roads. The following three figures show 1) a photo from a vehicle approaching an intersection; 2) LiDAR of the same intersection; 3) road and lane geometry, and localization objects, from the same intersection after conversion to the Lane Model and Localization Model.

Localization - photo
Figure 1. Localization - photo
Localization - LiDAR
Figure 2. Localization - LiDAR
Localization - Lane data
Figure 3. Localization - Lane data

Classified sign faces

A wide variety of road signs appear alongside nearly every road in the world. Some of these signs are merely informational; some provide drivers with essential information such as speed limits.

Localization - signs
Figure 4. Localization - signs

The shape, color, and contents of signs varies greatly by location — even in different provinces of the same country, and different states within the United States. HERE captures these differences via the following parameters:

  • Center Point: the latitude, longitude, and elevation at the geometric center of the sign face, not including poles. These values geolocate the sign accurately.
  • Color: assorted colors such as white, red, green, blue, brown, yellow, and black help localize signs that can be color-coded in the real world. Values such as Other and Undefined are used in ambiguous cases.
  • Shape: supported values include Rectangular, Circular, Triangular, Other, etc.
  • Class: each administrative area typically includes numerous classes of signs such as laws, recommendations, and informational signs.
  • Road Reference: each sign in the map is associated with specific topology segments.

Roadside barriers

Barriers are used alongside many roads in the real world. Barriers tend to take different forms in specific places, which makes them useful for localization.

Localization - barriers
Figure 5. Localization - barriers

HERE digital maps capture these barriers for several reasons, including localization, using the following parameters:

  • Barrier geometry: represented by a 3D spline along the top of the barrier.
  • Barrier type: supported types include Jersey barrier, Guardrail, Curb, Wall, Fence, Tunnel Wall, and Unknown.
  • Road Reference: each barrier in the map is associated with specific topology segments.

Poles and pole-like objects

Poles and pole-like objects are helpful for lateral and vertical localization. In HERE Maps, the following parameters are used to help localize and define poles:

Localization - poles
Figure 6. Localization - poles
  • Upper Point: the 3D point (typically in latitude, longitude, and elevation) at the top of the pole.
  • Upper diameter: the diameter of the pole (typically in meters) at the upper point.
  • Lower Point: the 3D point (typically in latitude, longitude, and elevation) at the lowest measurable point of the pole.
  • Lower diameter: the diameter of the pole (typically in meters) at the lower point.

Overhead structure faces

Overhead structure faces are planar objects positioned roughly perpendicular to the driving direction of the road and above the road surface.

Localization - overhead structure faces
Figure 7. Localization - overhead structure faces

Examples of structure faces include tunnel entrances, overpasses, gantries and pedestrian bridges that have the following properties:

  • Within 30° of perpendicular and 5° of vertical
  • Positioned above the road surface
  • Have a minimum height and width of 1 meter
  • Associated with topology segments passing under the overhead structure face, so you can query for overhead structure faces based on segment ID
  • Align with the bottom of the object (3D line) and the upper point heights for each shape point on the bottom line

Landmarks

Landmarks are custom 3D models (typically in "obj" format) that are placed at the locations of real world landmarks, such as the Eiffel Tower in Paris. Landmarks enhance the visual rendering of digital maps, but don't generally affect navigation or routing beyond serving as special points of interest. (Note: Most points of interest don't use custom landmarks.)

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