Method and apparatus for detecting a boundary in an environment of an object
View Patent ↗A detection of a boundary in an environment. For this purpose, information of an occupancy grid is used, wherein the occupancy grid provides information about the probability of occupancy in the environment. Upon detecting a starting transition point between a free and an occupied grid cell in the occupancy grid, a region of interest window surrounding the starting transition point is analyzed to identify further transition points. The identified transition points are combined to one or more polygon chain. After the analysis of the boundary is performed within the region of interest, successive regions of interest may be analyzed. For this purpose, the successive regions of interest are determined based on the transition points and/or the boundary information of a current region of interest window.
1. A method for detecting a boundary in an environment of an object, comprising:
providing an occupancy grid comprising a plurality of grid cells, each grid cell comprising a value for a probability of an occupancy in the environment of the object;
detecting a starting transition point in the occupancy grid based on the values of the grid cells in the occupancy grid;
assigning a region of interest window in the occupancy grid surrounding the identified starting transition point;
detecting further transition points in the occupancy grid based on the values of the grid cells in the region of interest window; and
combining the detected starting transition point and the further detected transition points to a number of polygon chains for specifying a boundary in the occupancy grid.
2. The method according to claim 1 , wherein the occupancy grid comprises a two-dimensional representation of grid cells specifying a probability of occupancy corresponding to an associated position in the environment of the object.
3. The method according to claim 2 , wherein a first starting transition point is detected in the direction orthogonal to a moving direction of the object.
4. The method according to claim 1 , wherein a first starting transition point is detected in the direction orthogonal to a moving direction of the object.
5. The method according to claim 1 , wherein a size of the region of interest window is adapted based on a distance of between the object and a center of the region of interest window.
6. The method according to claim 1 , wherein a center point of a further region of interest window is determined based on the further transition points in a current region of interest window.
7. The method according to claim 6 , wherein the center point and/or an orientation of a further region of interest window is based on a weighted average of the further transition points and the center of the current region of interest window.
8. The method according to claim 6 , wherein the center point and/or an orientation of a further region of interest window is based on the further transition points relating to the longest polygon chain in the current region of interest window.
9. The method according to claim 1 , wherein an orientation of a further region of interest window is determined based on the further transition points in a current region of interest window.
10. The method according to claim 9 , wherein a center point and/or the orientation of a further region of interest window is based on a weighted average of the further transition points and the center of the current region of interest window.
11. The method according to claim 1 , wherein a further region of interest window is determined if a current region of interest window does not exceed a boundary of the occupancy grid.
12. An apparatus for detecting a boundary in an environment of an object, comprising:
an occupancy detector adapted to provide an occupancy grid comprising a plurality of grid cells, each grid cell comprising a value for a probability of an occupancy in the environment of the object;
a boundary detector adapted to detect a starting transition point in the occupancy grid based on the values of the grid cells in the occupancy grid, assign a region of interest window in the occupancy grid surrounding the identified starting transition point, and detect further transition points in the occupancy grid based on the values of the grid cells in the region of interest window; and
a boundary processor adapted to combine the detected starting transition point and the further detected transition points to a number of polygon chains for specifying a boundary in the occupancy grid.
13. The apparatus according to claim 12 , wherein the occupancy detector comprises an optical sensor, a radar sensor and/or an ultrasonic sensor.
14. An advanced driver assistance system comprising the apparatus for detecting a boundary according to claim 12 .
15. An autonomous driving vehicle comprising the apparatus for detecting a boundary according to claim 12 .
16. An industrial robot system comprising the apparatus for detecting a boundary according to claim 12 .