A trailer assist system for a vehicle includes a camera disposed at a rear portion of a vehicle and having a field of view exterior and at least rearward of the vehicle, the field of view encompassing at least a portion of a trailer coupler of a trailer stationary a distance from the vehicle. The camera captures image data that is representative of at least the trailer coupler of the trailer. An ECU includes an image processor operable to process image data captured by the camera. The ECU, responsive to image processing at the ECU of image data captured by the camera, determines a location of the trailer coupler using a detector model, which is based on an ensemble regression tree algorithm.

A method for automatically panning a view for a commercial vehicle includes determining a plurality of estimated trailer angles. Each estimated trailer angle is determined using a distinct estimation method, and method assigns a confidence value to each estimated trailer angle in the plurality of estimated trailer angles. The method determines a weighted sum of the plurality of estimate trailer angles, and automatically pans the view based at least in part on the weighted sum and a current vehicle operation.

A method and system are disclosed for performing a trailer operation for a vehicle having a tow ball. The method includes receiving a first image from a rear camera disposed along a rear portion of the vehicle in a first position; and detecting a pixel position of a representation of the tow ball in the first image. Following the rear camera being moved from the first position to a second position along the rear portion of the vehicle, the method includes receiving a second image from the rear camera. The method also includes detecting a second pixel position of a representation of the tow ball in the second image; and estimating a position of the tow ball relative to the vehicle based on the first and second positions of the rear camera and the detected pixel positions of the representations of the tow ball in the first and second images.

A system for assisting in aligning a vehicle for hitching with a trailer includes an imager outputting image data of a field of view to the rear of the vehicle and a controller identifying at least one of a trailer or a coupler of the trailer within the image data. The controller further determines that the at least one of the trailer or the coupler is outside of a specified area relative to the vehicle and outputs an instruction for movement of the vehicle determined to position the one of the trailer or the coupler within the specified area. Upon determining that the at least one of the coupler and the trailer is within the specified area, the coupler outputs a steering signal to the vehicle to cause the vehicle to steer to align a hitch ball of the vehicle with the coupler.

A boat trailer and a method of backing up a boat on a trailer. The boat trailer includes a trailer back-up system having a first image capture device, a second image capture device, and a transmitter. The first image capture device is mounted on a left guide pole of the trailer in a rear-facing direction, and the second image capture device is mounted on a right guide pole of the trailer in a rear-facing direction. The transmitter is in communication with each of the first image capture device and the second image capture device and configured to transmit live video images from the first image capture device and from the second image capture device to a display device. The method includes moving the trailer with a boat loaded on the trailer in a rearward direction and capturing, in real-time, a first view and a second view.

A vehicular trailer hitching assist system includes a camera disposed at a rear portion of a vehicle and viewing a trailer hitch disposed at the vehicle. Responsive to processing at an electronic control unit (ECU) of frames of image data captured by the camera, a feature of the trailer hitch is detected. The system, at least in part via processing at the ECU of at least one frame of image data captured by the camera, determines a ground location at the ground below the detected feature of the trailer hitch, and determines a location of the trailer hitch at the vehicle. The vehicle is maneuvered toward a trailer for hitching the trailer to the trailer hitch of the vehicle based at least in part on (i) the determined location of the trailer hitch and (ii) the height of the detected feature of the trailer hitch above the ground location.

A vehicle hitching assistance system includes a controller acquiring image data from the vehicle and identifying a plurality of trailers within in a specified area of the image data. The specified area is less than a total field of the image data and corresponds at least with left and right steering angle limits of the vehicle. The controller further receives a selection of a subject trailer of the plurality of trailers identified within the specified area, identifies a coupler of the subject trailer, and outputs a steering signal to the vehicle to cause the vehicle to steer to align a hitch ball of the vehicle with the coupler of the subject trailer.

A vehicle hitching assistance system includes a controller executing an initial alignment process including searching for a trailer within a specified area of image data that is less than a total field of the image data in directions corresponding with both a longitudinal distance between the vehicle and the trailer and a lateral direction perpendicular to the longitudinal distance, presenting an indication to a driver of the vehicle to reposition the vehicle when the trailer is not identified within the specified area, and removing the indication when the trailer is identified within the specified area. The controller further executes an automated backing process upon identifying the trailer within the specified area, including identifying a coupler of the trailer and outputting a steering signal to the vehicle to cause the vehicle to steer to align a hitch ball of the vehicle with the coupler of the trailer during reversing.

A camera system for a trailer that cooperates with a tarping system of the trailer to capture images during loading and unloading. The camera transmits the images to a display. A driver may watch the display to monitor loading and unloading. The camera system maintains a camera of the camera system positioned to capture images of an interior of the trailer regardless of the operation of the tarping system. The camera system generally includes an arm member, a pivot structure connected to the arm member, a camera connected to the arm member, and a weight connected to the arm member. Responsive to a force of gravity the camera remains oriented upward to capture images of the interior of the trailer during loading and unloading.

A vehicular trailer hitching assist system includes a rear backup camera disposed at a rear portion of a vehicle and a control disposed in the vehicle. A display device includes a video display screen operable to display video images for viewing by a driver of the vehicle. Responsive to the driver initiating a hitching maneuver event by engaging reverse gear of the vehicle, rear backup video images derived from image data captured by the rear backup camera are displayed at the video display screen. An overlay overlays the displayed rear backup video images and aids in guiding connection of a trailer hitch of the equipped vehicle to a trailer tongue of a trailer. Continued display of rear backup video images that are overlaid by the overlay is ceased upon elapse of a threshold period of time or upon exceeding a threshold speed or upon exceeding a threshold distance traveled.