Methods and systems for parking detection
A parking detection method includes: accessing data corresponding to an image from a camera on a vehicle; computing a confidence score for a possible vacant parking location from the data corresponding to the image from the camera on the vehicle; and when the confidence score is greater than a threshold confidence, identifying the possible vacant parking location as an actual vacant parking location from the data corresponding to the image from the camera on the vehicle.
1 . A parking detection method, comprising:
accessing, with a computing device, data corresponding to an image from a front camera on the vehicle;
computing, with the computing device, a confidence score for a possible parking location from the data corresponding to the image from the front camera on the vehicle, wherein computing the confidence score comprises detecting a possible parking sign located on or above a roadway from the data corresponding to the image from the front camera on the vehicle;
when the confidence score is greater than a threshold confidence, identifying, with the computing device, the possible parking location as an actual parking location; and
when the confidence score is less than the threshold confidence, confirming, with the computing device, the possible parking location as the actual parking location based at least in part on data corresponding to an image from a rear camera on the vehicle, the rear camera having a wider field of view than the front camera.
2 . The parking detection method of claim 1 , further comprising accessing, with the computing device, data corresponding to a location of a vehicle, wherein accessing the data corresponding to the image from the front camera comprises accessing the data corresponding to the image from the front camera while the location of the vehicle corresponds to a region of interest.
3 . The parking detection method of claim 2 , wherein the region of interest comprises an area near a destination of the vehicle.
4 . The parking detection method of claim 1 , wherein computing the confidence score further comprises one or more of:
detecting a possible parking lane from the data corresponding to the image from the front camera on the vehicle;
detecting a possible road marking from the data corresponding to the image from the front camera on the vehicle; and
detecting a possible parked vehicle from the data corresponding to the image from the front camera on the vehicle.
5 . The parking detection method of claim 1 , further comprising transmitting data corresponding to a location of the actual parking location to a remote computing device located offboard the vehicle.
6 . A control unit, programmed to implement the method of claim 1 .
7 . A parking detection method, comprising:
accessing, with a computing device, data corresponding to an image from a rear camera on the vehicle;
computing, with the computing device, a confidence score for a possible parking location from the data corresponding to the image from the rear camera on the vehicle, wherein computing the confidence score comprises detecting a possible parking sign located on a roadway from the data corresponding to the image from the rear camera on the vehicle;
when the confidence score is greater than a threshold confidence, identifying, with the computing device, the possible parking location as an actual parking location; and
when the confidence score is less than the threshold confidence, confirming, with the computing device, the possible parking location as the actual parking location based at least in part on data corresponding to a meshed image formed from the image from the rear camera and a reversed image from a front camera on the vehicle.
8 . The parking detection method of claim 7 , further comprising accessing, with the computing device, data corresponding to a location of a vehicle, wherein accessing the data corresponding to the image from the rear camera comprises accessing the data corresponding to the image from the rear camera while the location of the vehicle corresponds to a region of interest.
9 . The parking detection method of claim 8 , wherein the region of interest comprises an area near a destination of the vehicle.
10 . The parking detection method of claim 7 , wherein computing the confidence score further comprises one or more of:
detecting a possible parking lane from the data corresponding to the image from the rear camera on the vehicle;
detecting a possible road marking from the data corresponding to the image from the rear camera on the vehicle; and
detecting a possible parked vehicle from the data corresponding to the image from the rear camera on the vehicle.
11 . The parking detection method of claim 7 , further comprising transmitting data corresponding to a location of the actual parking location to a remote computing device located offboard the vehicle.
12 . A control unit, programmed to implement the method of claim 7 .
13 . A parking detection method, comprising:
accessing, with a computing device, data corresponding to an image from a front camera on a vehicle;
accessing, with the computing device, data corresponding to an image from a rear camera on the vehicle;
identifying, with the computing device, a possible vacant parking location from one of both of the data corresponding to the image from the front camera on the vehicle and the data corresponding to the image from the rear camera on the vehicle;
computing, with the computing device, a confidence score for the possible vacant parking location from one or both of the data corresponding to the image from the front camera on the vehicle and the data corresponding to the image from the rear camera on the vehicle;
when the confidence score is greater than a threshold confidence, identifying, with the computing device, the possible vacant parking location as an actual vacant parking location; and
when the confidence score is less than the threshold confidence, confirming, with the computing device, the possible vacant parking location as the actual vacant parking location based at least in part the other or both of the data corresponding to the image from the front camera on the vehicle and the data corresponding to the image from the rear camera on the vehicle,
wherein the front camera is a monochrome camera, the rear camera is a color camera, and the rear camera has a wider field of view than the front camera.
14 . The parking detection method of claim 13 , wherein the front camera comprises a camera configured as a component of an advanced driver assistance system of the vehicle.
15 . The parking detection method of claim 13 , wherein the rear camera comprises a camera configured as a backup camera of the vehicle.
16 . The parking detection method of claim 13 , wherein computing the confidence score comprises one or more of:
detecting a possible parking sign from one or both of the data corresponding to the image from the front camera on the vehicle and the data corresponding to the image from the rear camera on the vehicle;
detecting a possible parking lane from one or both of the data corresponding to the image from the front camera on the vehicle and the data corresponding to the image from the rear camera on the vehicle;
detecting a possible road marking from one or both of the data corresponding to the image from the front camera on the vehicle and the data corresponding to the image from the rear camera on the vehicle; and
detecting a possible parked vehicle from one or both of the data corresponding to the image from the front camera on the vehicle and the data corresponding to the image from the rear camera on the vehicle.
17 . The parking detection method of claim 13 , further comprising:
determining, with the computing device, one or more parameters of the actual vacant parking location, wherein the one or more parameters comprise an orientation of the actual parking spot and a size of the parking spot; and
transmitting data corresponding to a location of the actual vacant parking location and the one or more parameters of the actual vacant parking location to another computing device located offboard the vehicle.
18 . The parking detection method of claim 13 , wherein the computing device is located onboard the vehicle, and the method further comprises transmitting, with the computing device, data corresponding to the actual parking location to another computing device located offboard the vehicle.
19 . The parking detection method of claim 18 , wherein transmitting the data corresponding to actual parking location comprises transmitting the data corresponding to actual parking location at a configurable frequency.
20 . A control unit, programmed to implement the method of claim 13 .