Systems and Methods for Managing Tracks Within an Occluded Region
Exemplary embodiments described herein include systems and method to remove tracks from a tracker when the tracks are within an occluded region, including defining a map of a driving area; defining an occlusion area within the map; detecting an object using sensor data from one or more sensors; determining that the object entered the occlusion area; creating an estimated object location for the object within the occlusion area; dropping the estimated object location for the object when the occlusion area is cleared.
1 . A method to remove tracks from a tracker when the tracks are within an occluded region, comprising:
define a map of a driving area;
define an occlusion area within the map;
detect an object using sensor data from one or more sensors;
determine that the object entered the occlusion area;
create an estimated object location for the object within the occlusion area;
dropping the estimated object location for the object when the occlusion area is cleared.
2 . The method of claim 1 , wherein the occlusion area is cleared when an occluding object creating the occlusion area is no longer occluding the one or more sensors.
3 . The method of claim 1 , wherein the occlusion area is cleared when the object is detected by the one or more sensors after leaving the occlusion area.
4 . The method of claim 1 , further comprising increasing a precision of observation for objects leaving the occlusion area.
5 . The method of claim 4 , further comprising increasing a precision of observation for objects entering the occlusion area.
6 . The method of claim 5 , further comprising using the increased precision of observation for objects entering and leaving the occlusion area to confirm that the object entering the occlusion area is the same as the object leaving the occlusion area before dropping the estimated object location for the object when the occlusion areas is cleared.
7 . The method of claim 1 , further comprising updating the map of the driving area to include estimates of the driving area within the occlusion area.
8 . The method of claim 7 , wherein the estimates of the driving area comprise an extension of lane detections.
9 . The method of claim 1 , further comprising periodically updating the estimated object location to an updated estimated object location for the object while the object remains in the occlusion area.
10 . The method of claim 9 , wherein the updated estimated object location increases in area as time elapses from when the object entered the occlusion area.
11 . The method of claim 9 , wherein the updated estimated object location increases to fill the occlusion area.
12 . The method of claim 1 , create a keep alive duration for the object entering the occlusion area configured to retain a tracking of the object within the occlusion area for the keep alive duration.
13 . The method of claim 12 , further comprising adjusting the keep alive duration based on an estimated trajectory of the object in the occlusion area, and a time elapsed from when the object entered the occluded area.
14 . The method of claim 13 , wherein dropping the estimated object location for the object when the occlusion area is cleared is by updating the keep alive duration to zero.
15 . A method to manage an occluded region, comprising:
define a map of a driving area;
define an occlusion area within the map;
detect an object using sensor data from one or more sensors;
determine that the object entered the occlusion area;
create an estimated object location for the object within the occlusion area;
dropping the estimated object location for the object when the occlusion area is cleared.
16 . A system to remove tracks from a tracker when the tracks are within an occluded region, comprising:
a planner-map configured to identify a driving surface and determine a path on the driving surface;
one or more sensors configured to generate sensor data to identify one or more objects relative to the driving surface;
an occlusion publisher configured to detect one or more occlusion areas from the sensor data from the one or more sensors;
a tracker configured to determine that the object entered the occlusion area;
wherein the planner-map is configured to create an estimated object location for the object within the occlusion area, and drop the estimated object location for the object when the occlusion area is cleared.
17 . The system of claim 16 , wherein planner-map is configured to clear the occlusion area when an occluding object creating the occlusion area is no longer occluding the one or more sensors.
18 . The system of claim 16 , wherein the planner-map is configured to clear the occlusion area when the object is detected by the one or more sensors after leaving the occlusion area.
19 . The system of claim 16 , wherein the planner-map, occlusion publisher, and tracker comprise one or more processors having non-transitory machine readable instructions stored in one or more memory locations that is configured to perform functions when executed by the one or more processors.