| CPC B60R 1/003 (2013.01) [G06V 20/56 (2022.01)] | 20 Claims |

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1. A system for detecting a trailer coupler on a trailer to assist with coupling the trailer coupler to a vehicle hitch, the system comprising:
one or more human-machine interfaces (HMIs) disposed within a vehicle;
a vehicle camera disposed on the vehicle and detecting an environment surrounding the vehicle;
a trailer camera disposed on the trailer and detecting an environment surrounding the trailer;
a vehicle-to-infrastructure (V2I) communication network;
one or more controllers, each of the one or more controllers having a processor, a memory, and one or more input/output (I/O) ports, the one or more I/O ports in communication with the vehicle camera and the trailer camera, and in communication the one or more HMIs via the V2I communication network, the memory storing instructions including a trailer detection and trajectory planning application (DTPA) which, when executed by the processor, perform the following:
initialize a data stream from the vehicle camera and the trailer camera;
simultaneously capture the data stream from the vehicle camera and from the trailer camera;
determine key landmarks in the data stream from the vehicle camera and in the data stream from the trailer camera;
combine the key landmarks;
determine a coupler location with respect to the vehicle hitch using the combined key landmarks;
compute a joint reference trajectory using the coupler location with respect to a hitch location; and
provide navigation assistance in real time based on the joint reference trajectory.
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