Method for determining an ability to react
A method for determining the ability of a vehicle user to react in the automated driving mode of a vehicle uses detected image data of a driver monitoring camera. Using digital map data present in the vehicle and/or sensor data detected by the vehicle, it is determined whether at least one specified relevant object in a momentary vehicle environment is located in the field of vision of the vehicle user. For at least one detected specified relevant object in the momentary vehicle environment, detected image data of the driver monitoring camera is used to determine a duration and/or frequency the vehicle user directs their gaze to the detected relevant object. When a determined duration falls short of a specified minimum duration and/or when a determined gaze change frequency falls short of a minimum frequency, the ability of the vehicle user to react is evaluated as not given.
1. A method for determining an ability of a vehicle user to react in an automated driving mode of a vehicle, the method comprising:
capturing, by a driver monitoring camera of the vehicle, image data of the vehicle user operating the vehicle in a manual driving mode;
determining, using the captured image data of the vehicle user operating the vehicle in the manual driving mode, a manual driving mode gaze behavior of the vehicle user to least one relevant object at a specific location, wherein the manual driving mode gaze behavior includes a duration or frequency of the vehicle user directing their gaze to the at least one relevant object at the specific location while operating the vehicle in the manual driving mode;
capturing, by the driver monitoring camera of the vehicle, image data of the vehicle user while the vehicle operates in an autonomous driving mode;
determining, while the vehicle is operating in the autonomous driving mode, and using digital map data present in the vehicle or using sensor data detected by the vehicle, whether the at least object in at the specific location is located in a field of vision of the vehicle user;
determining, using the captured image data of the vehicle user while the vehicle is operating in the autonomous driving mode, an autonomous driving mode gaze behavior of the vehicle user of the at least one relevant object at the specific location, wherein the autonomous driving mode gaze behavior includes a duration or frequency of the vehicle user directing their gaze to the at least one relevant object at the specific location while the vehicle is operating in the autonomous driving mode;
comparing the determined autonomous driving mode gaze behavior to the determined manual driving mode gaze behavior;
determining, based on the comparison of the determined autonomous driving mode gaze behavior to the determined manual driving mode gaze behavior, that the ability of the vehicle user to react is not given;
issuing, by the vehicle, a warning to the vehicle user; and
maintaining the vehicle in the autonomous driving mode and bringing the vehicle to a safe stop when the vehicle user does not acknowledge the warning within a specified length of time.
2. The method of claim 1 , wherein the at least one relevant object is an object that, in the manual driving mode of the vehicle, the object is located in the field of vision of the vehicle user for a specified duration or frequency, and if the object is taken into account during vehicle control by the vehicle user.
3. The method of claim 1 , wherein the at least one relevant object is at least one further vehicle located in front of, to a side of or behind the vehicle, a road sign, a traffic light, a warning light, a lane marking, a reflector post, crash barrier, guidance beacon, or bridge pier.
4. The method of claim 1 , wherein the determination of the manual driving mode gaze behavior and the autonomous driving mode gaze behavior account for a size, a visibility, a relative position, or an absolute position of the at least one relevant object in relation to the field of vision of the vehicle user.
5. The method of claim 1 , a direction of gaze of the vehicle user is determined as a gaze vector, which is extrapolated for the determining of the field of vision.
6. The method of claim 5 , wherein a midpoint between pupils of the vehicle user is specified as a starting point of the gaze vector.
7. The method of claim 1 , further comprising:
defining an area around the at least one relevant object depending on a shape or a size of the at least one relevant object.
8. The method of claim 1 , wherein the at least one relevant object includes several relevant objects, and a visibility of each of the several relevant objects is determined using a position, size or material property of each of the several relevant objects.
9. The method of claim 1 , wherein a degree of perception or a situational awareness is determined for the vehicle user for the determination of the manual driving mode gaze behavior and the autonomous driving mode gaze behavior.
10. The method of claim 1 , wherein the manual driving mode gaze behavior of the vehicle user is detected from a plurality of occasions during which the vehicle user is manually driving the vehicle at the specific location.