System and method for autonomous valet parking using plenoptic cameras
Exemplary embodiments provide systems and methods for autonomously valet parking a vehicle based on images obtained from a plurality of plenoptic (light field) cameras. An example vehicle includes a plenoptic camera to obtain an image external to the vehicle and a controller. The controller is to autonomously navigate a vehicle toward a parking space identified as unoccupied and generate, based on the image, an occupancy map indicating occupied regions in a plurality of concentric regions. The controller also is to determine whether the parking space is available based on the occupancy map and send, in response to determining the parking space is unavailable, an error message to a driver.
1. An autonomous vehicle comprising:
a plenoptic camera with a field-of-view to:
obtain an image based on the field-of-view of an area external to the autonomous vehicle; and
for the image, generate a depth map based on the image, the depth map including location information for objects in the image; and
a controller configured to:
using the depth map, generate an occupancy map indicating whether each of regions in a plurality of concentric semi-circular sets of regions is occupied, the concentric semi-circular sets of regions corresponding to the area external to the vehicle in the field-of-view of the plenoptic camera; and
using the occupancy map, control the autonomous vehicle to navigate to a desired parking space.
2. The vehicle of claim 1 , wherein when the autonomous vehicle arrives at the desired parking space, the controller is to determine whether the desired parking space is available based on the occupancy map.
3. The vehicle of claim 2 , wherein the controller is configured to autonomously navigate the vehicle into the parking space in response to determining the parking space is available.
4. The vehicle of claim 1 , wherein, to autonomously navigate the vehicle toward the parking space, the controller is configured to determine a location of the vehicle and determine a location of the parking space identified as being unoccupied.
5. The vehicle of claim 4 , wherein, to determine the location of the parking space, the controller is configured to analyze the occupancy map to determine if the occupancy map includes an unoccupied region indicative of an available parking space.
6. The vehicle of claim 1 , wherein the desired parking space is an assigned parking space.
7. The vehicle of claim 1 , wherein the controller is configured to receive, via a communications interface, an assignment of the desired parking space when the autonomous vehicle enters a parking area.
8. A method of parking an autonomous vehicle, the method comprising:
obtain an image, with a plenoptic camera with a field-of-view, based on the field-of-view of an area external to the autonomous vehicle; and
generating a depth map based on the image, the depth map including location information for objects in the image; and
using the depth map, generating an occupancy map indicating whether each of regions in a plurality of concentric semi-circular sets of regions is occupied, the concentric semi-circular sets of regions corresponding to the area external to the vehicle in the field-of-view of the plenoptic camera; and
using the occupancy map, controlling the autonomous vehicle to navigate to a desired parking space.
9. The method of claim 8 , including when the autonomous vehicle arrives at the desired parking space, determining whether the desired parking space is available based on the occupancy map.
10. The method of claim 9 , including autonomously navigating the vehicle into the parking space in response to determining the parking space is available.
11. The method of claim 8 , wherein autonomously navigating the vehicle toward the parking space, includes determining a location of the vehicle and determining a location of the parking space identified as being unoccupied.
12. The method of claim 11 , wherein determining the location of the parking space includes analyzing the occupancy map to determine if the occupancy map includes an unoccupied region indicative of an available parking space.
13. The method of claim 8 , wherein the desired parking space is an assigned parking space.
14. The method of claim 8 , including receiving, via a communications interface, an assignment of the desired parking space when the autonomous vehicle enters a parking area.
15. The method of claim 8 , wherein the sets of regions in the concentric semi-circular sets of regions are defined to radiate outwardly from the vehicle.