A vehicle maneuvering apparatus includes an imaging device configured to capture image data and a controller in communication with a vehicle maneuvering system. The controller is configured to identify a coupler position of a trailer in the image data and compare a coupler height of the coupler position with a hitch height of a hitch ball. In response to the coupler height being insufficient to clear the hitch height, the controller is further configured to calculate a target position laterally offset from the coupler position and communicate the target position to the vehicle maneuvering system.