A trailer backup assist system is provided herein. A camera captures images of a trailer connected to a vehicle. A display has a screen for displaying captured images and registering a touch event thereon to assign a target on the imaged trailer. A controller processes the captured images and tracks the target to determine a hitch angle between the vehicle and the trailer while the vehicle is automatically steered during a trailer backup maneuver.