Abstract: A vehicular control system includes a camera and a radar sensor disposed at an equipped vehicle. The system, via processing of image data and processing of sensor data, determines other vehicles present on the road ahead of the equipped vehicle. The system, responsive to determining the presence of a plurality of other vehicles present on the road, determines a threat level for each vehicle of the plurality of other vehicles. An emergency braking system of the equipped vehicle is controlled responsive to the determined threat levels. When a vehicle of the plurality of other vehicles is no longer detectable via processing of image data captured by the camera and processing of sensor data captured by the radar sensor, the system predicts a position for the no longer detectable vehicle of the plurality of other vehicles.

Abstract: A vehicular vision system includes a front camera disposed at a windshield of a vehicle equipped with the system and a side camera disposed at a side mirror of the vehicle. An electronic control unit (ECU) includes an image processor for processing image data captured by the cameras. The vehicular vision system, responsive to processing by the image processor of image data captured by the front camera, detects a leading vehicle traveling in front of the equipped vehicle in a traffic lane the equipped vehicle is also traveling along. The vehicular vision system, responsive to determination of an intent of the equipped vehicle to change lanes and to processing by the image processor of image data captured by the side camera, detects an oncoming vehicle traveling in a traffic lane adjacent to the traffic lane the equipped vehicle is traveling along.

Abstract: A vehicular camera assembly includes an imager printed circuit board (imager PCB), a lens barrel accommodating a lens, and a camera housing. The imager PCB has an imager disposed at a first side of the imager PCB. The lens barrel is disposed at a first portion of the camera housing. The imager PCB is attached at the first portion or a second portion of the camera housing, and, with the imager PCB attached at the first portion or the second portion of the camera housing and with the lens barrel disposed at the first portion, the imager at the first side of the imager PCB faces the lens accommodated by the lens barrel. The vehicular camera assembly includes at least one component that (i) is formed of a thermoplastic material, and (ii) has undergone electron beam treatment (EB treatment) that crosslinks molecules between polymer chains of the thermoplastic material.

Abstract: A vehicular camera module includes a main circuit board and an imager circuit board having an imager disposed thereat. A lens barrel accommodating a lens is at least partially disposed in a passageway of a lens holder. The vehicular camera module includes a housing having an upper cover and a lower cover that are joined together. Electronic circuitry disposed at a main printed circuit board of the main circuit board includes an image processor. The electronic circuitry disposed at the main printed circuit board of the main circuit board includes an image processor. With the imager operated to capture image data, captured image data is provided via a flexible ribbon cable to the electronic circuitry disposed at the main printed circuit board of the main circuit board. The imager is disposed within a rear portion of the housing and is not accommodated within a front portion of the housing.

Abstract: A vehicular camera includes a PCB having an imager disposed thereat, a lens barrel accommodating a lens, and a lens barrel support structure that protrudes from the PCB and at least partially circumscribes the imager. The lens barrel has an outer surface between the ends of the lens barrel. The outer surface of the lens barrel is adhesively bonded to an inner surface of the lens barrel support structure via adhesive. The outer surface of the lens barrel opposes the inner surface of the lens barrel support structure. With the adhesive in its uncured state and contacting the opposed surfaces, the imager is aligned with the lens accommodated at the lens barrel. With the imager aligned with the lens, the adhesive is cured to adhesively attach the lens barrel at the lens barrel support structure.

Abstract: A vehicular driver monitoring system includes a camera disposed at an interior cabin of a vehicle. Electronic circuitry of an ECU includes an image processor for processing image data captured by the camera. The camera views at least a head region of a driver of the vehicle and is operable to capture image data. Based on processing at the ECU of the captured image data, the vehicular driver monitoring system determines an attentiveness level of the driver. Responsive to determination that the attentiveness level of the driver is below a threshold level of attentiveness, the vehicular driver monitoring system alerts a person exterior the vehicle of the determined inattentive driver.

Abstract: A vehicular parking assist system includes a plurality of sensors disposed at a vehicle and sensing exterior of the vehicle. The vehicular parking assist system, via processing of captured sensor data, and while the vehicle is conducting a parking maneuver, detects an object and tracks location of the detected object relative to the vehicle until the detected object leaves a field of sensing of the at least one sensor of the plurality of sensors. The system, after the detected object leaves the field of sensing of the at least one sensor, predicts location of the detected object relative to the vehicle. The system, upon completion of the parking maneuver, determines that the detected object is hazardous based on the predicted location of the detected object relative to the vehicle, and responsive to determining that the detected object is hazardous, restricts opening of a door of the vehicle.

Abstract: A vehicular trailer guidance system includes an electronic control unit (ECU) and a rear backup camera disposed at a vehicle. A human machine interface (HMI) is operable in (i) a trailer left-backup mode, (i) a trailer straight-backup mode and (iii) a trailer right-backup mode. Responsive to selection by the driver of the trailer left-backup mode or trailer right-backup mode, the ECU sets a desired trailer angle of the trailer tongue leftward or rightward to an angle that is commensurate with a driver-selected setting of an input device. Responsive to selection by the driver of the trailer straight-backup mode, the ECU sets the desired trailer angle to a zero degree angle. The ECU, while the vehicle is backing up the trailer, controls the power steering system of the vehicle to steer the vehicle to back up the trailer to have the determined trailer angle coincide with the set desired trailer angle.

Abstract: A vehicular camera assembly includes a printed circuit board, a metallic shield element at least partially enclosing the printed circuit board, and a housing at least partially enclosing the shield element. The housing includes a front housing portion accommodating a lens. An imager is disposed at the printed circuit board and is optically aligned with the lens. The camera assembly includes an electrical connector for electrically connecting an electrical connecting element of the printed circuit board to a wire harness of a vehicle. The shield element includes at least one seam, with one or more seams including a respective gap between opposing edge regions of the shield element and an overlapping tab that extends from one of the opposing edge regions that at least partially closes the respective seam. The housing and the shield element are in contact.

Abstract: A vehicular driver monitoring system includes an event camera disposed in a cabin of a vehicle and viewing the head of a driver of the vehicle. The dynamic range of the event camera is at least 100 dB. The response time of the event camera is less than 10,000 microseconds. The event camera has a quantum efficiency of at least 15% for near-infrared light having a wavelength of 940 nm. The system, responsive to processing of data output by the event camera, monitors the driver of the vehicle. Responsive at least in part (a) to monitoring of the driver of the vehicle and (b) to vehicle kinematic data provided to the ECU, at least one selected from the group consisting of (i) a driver attentiveness alert is generated, (ii) a driver drowsiness alert is generated, (iii) steering of the vehicle is controlled and (iv) braking of the vehicle is controlled.

Abstract: A method for enhancing a vehicular driving assistance system includes obtaining in-vehicle test data representative of performance of the vehicular driving assistance system of a vehicle during operation of the vehicular driving assistance system and determining, using the in-vehicle test data, a second order transfer function that models operation of the vehicular driving assistance system. The second order transfer function matches a magnitude response of the in-vehicle test data. The method includes providing a simulation environment. The simulation environment simulates the vehicular driving assistance system using the second order transfer function. The method includes determining, using the simulation environment, a feedforward contribution and a feedback contribution of the vehicular driving assistance system, and enhancing the vehicular driving assistance system based on adjustment of the feedforward contribution and the feedback contribution of the vehicular driving assistance system.

Abstract: A vehicular camera includes an imaging array sensor that includes one million photosensors arranged in rows and columns and a microlens array. The microlens array includes a plurality of microlenses disposed at the imaging array sensor. Each individual microlens of the plurality of microlenses includes a respective plurality of refractive indices. The microlens array is disposed at the imaging array sensor so that light incident at the vehicular camera passes through the microlens array to be incident at the imaging array sensor. Light incident at and passing through each individual microlens of the microlens array is incident at a respective sub-array of the photosensors of the imaging array sensor. The vehicular camera is configured to be disposed at a vehicle equipped with a vehicular vision system.

Abstract: A vehicular parking assistance system includes a camera disposed at a vehicle and capturing image data. An electronic control unit (ECU) includes an image processor for processing image data captured by the camera. The parking assistance system, responsive to an input, determines a direction of travel for an automated parking maneuver. The parking assistance system, responsive to processing by the image processor of image data captured by the camera, determines a boundary of a free space in the direction of travel for the automated parking maneuver. The free space at least partially bounds an area where the vehicle can maneuver without colliding with a detected object. The parking assistance system, while driving the vehicle in the direction of travel, laterally adjusts a path of the vehicle based on the determined boundary of free space to avoid the detected object.

Abstract: A vehicular trailer hitching assist system includes a camera disposed at a rear portion of a vehicle and viewing at least rearward of the vehicle. The vehicular trailer hitching assist system, via image processing of image data captured by the camera during a reversing maneuver of the vehicle toward a trailer that is spaced rearward from the vehicle, detects the trailer. The vehicular trailer hitching assist system determines relative location of a trailer coupler of the detected trailer to a hitch ball of the vehicle and determines a path of travel for the vehicle to maneuver the vehicle toward the detected trailer to move the hitch ball of the vehicle toward the trailer coupler. The vehicular trailer hitching assist system at least in part maneuvers the vehicle along the determined path of travel to move the hitch ball of the vehicle toward the trailer coupler of the detected trailer.

Abstract: A vehicular vision system includes a camera disposed at a vehicle and viewing exterior of the vehicle. The vehicular vision system, responsive to detecting an object present exterior of the vehicle via processing of image data captured by the camera, determines location of the detected object relative to the vehicle. The vehicular vision system displays video images derived from the captured image data on a video display. The vehicular vision system generates a three-dimensional (3D) icon that includes a front face and a rear face opposing the front face with a length dimension between the faces. The 3D icon overlays the detected object and the front face faces toward a representation of the vehicle. Responsive to a chance in location of the object relative to the vehicle, the system adjusts the length dimension.

Abstract: A vehicular vision system includes a forward-viewing camera disposed at a vehicle, and an electronic control unit (ECU). Electronic circuitry of the ECU includes an image processor for processing image data captured by the forward-viewing camera. The vehicular vision system, responsive to processing by the image processor of image data captured by the forward-viewing camera, detects a target vehicle. The vehicular vision system, responsive to detecting the target vehicle, predicts, using a machine learning model, a probability for each action of a set of actions, with each action in the set of actions representing a potential action by the target vehicle. The machine learning model includes at least one discrete latent variable and at least one continuous latent variable. The vehicular vision system, responsive to predicting the probability for each action, autonomously controls the equipped vehicle.

Abstract: A sensor assembly for detecting an object and a method of forming a sensor port in sheet metal are disclosed. The sensor assembly includes at least one electromagnetic source for emitting electromagnetic waves. The sensor assembly also includes at least one electromagnetic receiver for receiving the electromagnetic waves after reflecting from the object and corresponding with a detection of the object in proximity to the sensor assembly. In addition, the sensor assembly includes a filter cover disposed adjacent to and covering the at least one electromagnetic source and the at least one electromagnetic receiver configured to allow the electromagnetic waves to pass therethrough while reflecting visible light, thereby concealing the at least one electromagnetic source and the at least one electromagnetic receiver.

Abstract: A vehicular driver monitoring system includes a camera disposed at an interior rearview mirror assembly of a vehicle, an electronic control unit (ECU) with an image processor for processing image data captured by the camera. The camera is disposed at a mirror head of the interior rearview mirror assembly and moves in tandem with the mirror head when the mirror head is adjusted relative to a mounting portion of the interior rearview mirror assembly. The camera includes an imaging array sensor and a lens. The vehicular driver monitoring system, responsive to processing at the ECU of image data captured by the camera, monitors a body portion of a driver of the vehicle. The vehicular driver monitoring system adjusts viewing of the body portion of the driver by the camera to accommodate a change in a scene viewed by the camera.

Abstract: A vehicular trailering 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 hitched to the vehicle. A control includes a processor for processing image data captured by the camera and sensor data captured by a steering wheel angle sensor and a wheel RPM sensor. The control determines a trailer angle of the trailer relative to the vehicle, a steering wheel angle, and a wheel RPM of a wheel of the vehicle. The control estimates a trailer beam length based on at least the determined trailer angle, the determined steering wheel angle, and the determined wheel RPM.

Abstract: A vehicular multi-sensor system includes a plurality of sensors that include at least a forward-viewing camera and a forward-sensing 3D point-cloud LIDAR sensor. The forward-viewing camera views (i) a traffic lane of a multi-lane road being traveled along by the equipped vehicle and (ii) another traffic lane of the multi-lane road, and the field of sensing of the forward-sensing 3D point-cloud LIDAR sensor at least encompasses the other traffic lane of the multi-lane road. Image data captured by the forward-viewing camera is transferred to and is processed at an electronic control unit (ECU). 3D point-cloud LIDAR data captured by the forward-sensing 3D point-cloud LIDAR sensor is transferred to and processed at the ECU. Responsive at least in part to processing at the ECU of 3D point-cloud LIDAR data captured by the forward-sensing 3D point-cloud LIDAR sensor, a traffic participant present forward of the equipped vehicle is detected.