The focus detection accuracy is improved in an imaging apparatus that detects focus of each of a plurality of lenses. A main side focus control section detects, as a main side in-focus position, a main side lens position where focus is achieved in a main side detection region inside a main side image. A parallax acquisition section acquires parallax proportional to a distance by finding the distance on the basis of the main side in-focus position. A subordinate side detection region setup section sets a subordinate side detection region position in a subordinate side image on the basis of the parallax and the main side detection region position. A subordinate side focus control section detects, as a subordinate side in-focus position, a subordinate side lens position where focus is achieved in the subordinate side detection region.

A parking assistance method of a parking assistance device for generating a peripheral image indicating a periphery of a vehicle as viewed from above to detect an unoccupied parking space, and displaying, on the peripheral image, an assistance image indicating that the detected unoccupied parking space is an available parking space, determines whether the vehicle intrudes on the unoccupied parking space. The parking assistance method inhibits the assistance image from being displayed on the unoccupied parking space on which the vehicle is determined to intrude in the peripheral image.

An embodiment of the present disclosure relates to an image generation device including an image acquisition unit, a position recognition unit, a boundary line setting unit, and an image compositing unit. The image acquisition unit is mounted to a vehicle, and configured to acquire a plurality of captured images in which the periphery of the vehicle is imaged by a plurality of imaging units having an overlap region where imaging regions thereof partially overlap with each other. The position recognition unit is configured to recognize positions of specific obstacles which are one or more obstacles positioned in the overlap region. The boundary line setting unit is configured to set the boundary line so that each of the specific obstacles is contained in the image captured by the imaging unit which is closest in distance to the specific obstacle, among the plurality of imaging units. The image compositing unit is configured to generate a composite image in which the plurality of captured images are combined, using the boundary line as a boundary when combining the plurality of captured images.

A trailer assist system for a vehicle includes a camera disposed at a rear portion of a vehicle and viewing a trailer hitch disposed at the vehicle. A control includes an image processor that processes image data captured by the camera that is representative of images of the trailer hitch viewed by the camera. The control, responsive to processing at the control of image data captured by the camera, detects a feature of the trailer hitch at determines Cartesian coordinates of the trailer hitch location and transforms the Cartesian coordinates of the detected feature to cylindrical coordinates. The control, responsive at least in part to determining the cylindrical coordinates of the detected feature, determines a three-dimensional location of the trailer hitch at the vehicle.

A rear display device includes a camera, a display and a controller. The controller generates an overhead view image by performing an overhead view conversion process, controls the display to display one of a non-overhead view image and the overhead view image, detects a movement state of the vehicle, predicts a reversing course of the vehicle, and detects an object that is present within a predetermined detection range at the rear. The controller controls the display to display the overhead view image when the object is at the reversing course and a distance between the object and the vehicle is a distance determination reference value or less. The controller controls the display to display the non-overhead view image when the object is not at the reversing course or the distance between the object and the vehicle is higher than the distance determination reference value.

A driver active safety control system for a vehicle includes a plurality of image capture sensors, a central control module and at least one radar sensor. The control module at least includes an image processor that processes image data captured by at least a forward viewing image capture sensor for automatic braking of the vehicle. The central control module receives vehicle data relating to operation of the vehicle, the vehicle data relating to at least one of (i) vehicle speed, (ii) vehicle steering, (iii) vehicle yaw rate, (iv) vehicle type and (v) vehicle acceleration. The central control module at least in part controls the vehicle responsive, at least in part, to processing of (i) vehicle data, (ii) image data, (iii) radar data and (iv) data from at least one of (a) the Car2Car communication system and (b) the Car2X communication system.

A vehicular trailer assist system includes a control that includes an image processor for processing image data captured by the camera representative of at least a portion of a trailer hitched to the vehicle. The control determines whether the trailer has been previously hitched to the vehicle. Responsive to the trailer not being previously hitched, the control operates in a trailer initial calibration mode. Responsive to the control recognizing the trailer, the control operates in a recognized trailer calibration mode. The control obtains calibration data unique to the hitched trailer. The control, responsive to obtaining the calibration data, processes image data captured by the camera using the calibration data to locate the current position of the trailer relative to the vehicle. The control, responsive to locating the current position of the trailer relative to the vehicle, determines a trailer angle based on the located current position.

An on-board vehicle system and method for camera or sensor-based parking spot detection and identification is provided. This system and method utilizes a standard front (or side or rear) camera or sensor image to detect and identify one or more parking spots at a distance via vector or like representation using a deep neural network trained with data annotated using an annotation tool, without first transforming the standard camera or sensor image(s) to a bird's-eye-view (BEV) or the like. The system and method can be incorporated in a driver-assist (DA) or autonomous driving (AD) system.

A device provides improved obstacle identification. A first camera acquires first vehicle image data and provides it to a processing unit. A second camera acquires and provides second vehicle image data. An image overlap region has at least a portion of the first vehicle image data and at least a portion of the second vehicle image data. The first and second vehicle image data extend over a ground plane and the image overlap region extends over an overlap region of the ground plane. The processing unit extracts first image features from the first vehicle image data and extracts second image features from the second vehicle image data. The processing unit projects the first and the second image features onto the ground plane. The processing unit produces at least one image of the surroundings, having either at least a portion of the first vehicle image data associated with the overlap region, or at least a portion of the second vehicle image data associated with the overlap region, based in part on the determination of first image features whose projections lie in the overlap region of the ground plane, and on second image features whose projections lie in the overlap region of the ground plane.

Disclosed herein is a multi-camera driver assistance system. The system includes a plurality of cameras which dispose at different positions of a vehicle to capture images of a vicinity of the vehicle; an image processing unit which generates a virtual view with respect to a predetermined projection surface based on the images; and a display device which displays the virtual view, wherein the predetermined projection surface includes a slanted projection surfaces which are located at lateral sides of the vehicle.