Machine-learned model training for pedestrian attribute and gesture detection
US-11710352-B1 · Jul 25, 2023 · US
US12546147B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-12546147-B2 |
| Application number | US-202218718775-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 21, 2022 |
| Priority date | Dec 20, 2021 |
| Publication date | Feb 10, 2026 |
| Grant date | Feb 10, 2026 |
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A system and method for operating a movable component of a vehicle. The system involves a control device that assigns a trajectory to the movable component and determines a control signal for operating the movable component based on the trajectory and a gesture. The assignment and control signal are determined using a tangent of the trajectory and/or an angle formed by the tangent and a reference direction relative to the vehicle. This approach effectively considers the vehicle's approach using straightforward techniques. The disclosure also encompasses a control device, a vehicle incorporating the control device, and a computer program for implementing the method.
Opening claim text (preview).
The invention claimed is: 1 . A method for a control device of a vehicle for operating a movable component of the vehicle, the method comprising: receiving distance information detected via a distance sensor, wherein the distance information is related to a distance between the vehicle and a vehicle-external portable user device; establishing a communication connection between the control device and the user device for transmitting portions of movement information to the control device; receiving movement information detected by at least one sensor of the user device and related to a movement of the user device; determining a trajectory relative to the vehicle based on the movement information detected by the user device; determining an assignment of the trajectory to the movable component of the vehicle; detecting a gesture based on the movement information; determining a control signal based on the trajectory and the gesture; and operating the movable component as a function of the control signal, wherein the determination of the assignment and/or the determination of the control signal are carried out based on a tangent vector of the trajectory derived from the movement information and/or an angle between the tangent vector and a reference direction of the vehicle, wherein the reference direction corresponds to a longitudinal axis of the vehicle. 2 . The method of claim 1 , wherein the establishment of the communication connection and/or receiving of the movement information take place after receiving distance information with a predetermined distance information value corresponding to an initialization site. 3 . The method of claim 1 , wherein the determination of the assignment of the trajectory to the movable component of the vehicle and/or the determination of the control signal are carried out taking an assignment site assigned to the trajectory into consideration. 4 . The method of claim 1 , wherein the detection of the gesture and/or the determination of the control signal are carried out taking an operating site assigned to the trajectory into consideration. 5 . The method of claim 1 , wherein a control signal is determined based on a combination of a variable characterizing the trajectory from a set of variables characterizing trajectories and the gesture from a set of gestures, the set of variables characterizing trajectories and/or the set of gestures being adaptable after the determination of the control signal. 6 . The method of claim 1 , wherein the determination of a control signal is assigned to a user and/or a certain user device. 7 . The method of claim 1 , further comprising: determining a preliminary control signal after the assignment of the trajectory to the movable component has been determined; and validating the preliminary control signal based on the control signal determined from the trajectory and the gesture. 8 . A control device for a vehicle for operating a movable component of a vehicle, the control device comprising: a distance sensor configured to detect distance information related to a distance between the vehicle and a vehicle-external portable user device; a communication interface configured to establish a communication connection between the control device and the user device for transmitting portions of movement information to the control device; a memory; and a processor configured to: receive the distance information from the distance sensor; receive movement information detected by at least one sensor of the user device via the communication interface, the movement information being related to a movement of the user device; determine a trajectory relative to the vehicle based on the movement information detected by the user device; determine an assignment of the trajectory to the movable component of the vehicle; detect a gesture based on the movement information; determine a control signal based on the trajectory and the gesture; and operate the movable component as a function of the control signal, wherein the determination of the assignment and/or the determination of the control signal are carried out based on a tangent vector of the trajectory derived from the movement information and/or an angle between the tangent vector and a reference direction of the vehicle, wherein the reference direction corresponds to a longitudinal axis of the vehicle. 9 . The control device of claim 8 , wherein the processor is further configured to establish the communication connection and/or receive the movement information after receiving distance information with a predetermined distance information value corresponding to an initialization site. 10 . The control device of claim 8 , wherein the processor is further configured to determine the assignment of the trajectory to the movable component of the vehicle and/or determine the control signal taking an assignment site assigned to the trajectory into consideration. 11 . The control device of claim 8 , wherein the processor is further configured to detect the gesture and/or determine the control signal taking an operating site assigned to the trajectory into consideration. 12 . The control device of claim 8 , wherein the processor is further configured to determine a control signal based on a combination of a variable characterizing the trajectory from a set of variables characterizing trajectories and the gesture from a set of gestures, the set of variables characterizing trajectories and/or the set of gestures being adaptable after the determination of the control signal. 13 . The control device of claim 8 , wherein the processor is further configured to assign the determination of a control signal to a user and/or a certain user device. 14 . The control device of claim 8 , wherein the processor is further configured to: determine a preliminary control signal after the assignment of the trajectory to the movable component has been determined; and validate the preliminary control signal based on the control signal determined from the trajectory and the gesture. 15 . A non-transitory computer-readable medium storing a program which, when executed by a processor, causes a control device of a vehicle to perform a method for operating a movable component of the vehicle, the method comprising: receiving distance information detected via a distance sensor, wherein the distance information is related to a distance between the vehicle and a vehicle-external portable user device; establishing a communication connection between the control device and the user device for transmitting portions of movement information to the control device; receiving movement information detected by at least one sensor of the user device and related to a movement of the user device; determining a trajectory relative to the vehicle based on the movement information detected by the user device; determining an assignment of the trajectory to the movable component of the vehicle; detecting a gesture based on the movement information; determining a control signal based on the trajectory and the gesture; and operating the movable component as a function of the control signal, wherein the determination of the assignment and/or the determination of the control signal are carried out based on a tangent vector of the trajectory derived from the movement information and/or an angle between the tangent vector and a reference direction of the vehicle, wherein the reference direction corresponds to a longitudinal axis of the vehicle. 16 . The non-transitory computer-readable medium o
with data transmission performed by wireless means · CPC title
using electronic identifiers containing a code not memorised by the user · CPC title
as part of a hands-free locking or unlocking operation · CPC title
Gesture based interaction, e.g. based on a set of recognized hand gestures (interaction based on gestures traced on a digitiser G06F3/04883) · CPC title
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