An in-vehicle voice recognition apparatus capable of recognizing user voice more correctly by removing sound generated in a vehicle from sound input to a microphone, and a method of controlling the same are disclosed. The in-vehicle voice recognition apparatus according to an embodiment of the present disclosure includes a central processing unit configured to output a media signal, a digital signal processor configured to receive the media signal from the central processing unit and to convert the media signal into an analog signal, and an eco cancellation hardware connected to the digital signal processor and configured to receive the analog signal, to acquire a first final media output on the basis of the analog signal and to acquire a voice command from a sound input through a microphone on the basis of the first final media output.

A vehicle includes a controller, programmed to responsive to detecting a voice command from a user and a location of the user inside the vehicle via a microphone, authenticate an identity of the user using facial recognition on an image captured, by a camera, of the location of the user; and responsive to a successful authentication, execute the voice command.

The disclosure relates to a human-machine interface (HMI) for a vehicle having a microphone for registering a command word spoken by a driver or further occupant of the vehicle and a control unit, which has a speech recognition module for recognizing multiple specific command words.

A system for directing content among a plurality of displays. The content may be selected by a user or may be determined by an event, such as a user-interactive input or an input initiated by an event associated with a vehicle system. The input command causes selected content to be moved from a first display to a second display. The input command causes articulation of the second display in order to display the selected content The input command may come from a portable device, or a user interactive command such as a voice command, a visual command such as a gesture, or a touch command. The input command may also come from a vehicle system, such as a navigation system, an infotainment system, a climate control system to name a few.

A vehicular control system includes a forward viewing camera disposed at an in-cabin side of a windshield of a vehicle and viewing forward of the vehicle. Road curvature of a road along which the vehicle is traveling is determined responsive at least in part to processing by an image processor of image data captured by the camera. Responsive at least in part to processing of captured image data, a traffic lane of the road along which the vehicle is traveling is determined. Upon approach of the vehicle to a curve in the road, speed of the vehicle is reduced to a reduced speed for traveling around the curve in the road at least in part responsive to at least one selected from the group consisting of (a) processing of image data captured by the forward viewing camera and (b) data relevant to a current geographical location of the equipped vehicle.

A driving support method for a vehicle includes: acquiring a sound of a sound source placed outside the vehicle; and displaying, on a display portion, driving support information corresponding to an utterance content of the sound, the utterance content of the sound being recognized by a sound recognition process, in a display mode suggesting a relative position of the sound source from the vehicle, the relative position being specified based on the sound.

A voice control method for an in-vehicle device includes receiving an audio signal by an information capturing device, transmitting the audio signal to a base of the information capturing device by the information capturing device, performing voice recognition on the audio signal by the base to generate at least one context instruction, transmitting the at least one context instruction to a host of an in-vehicle device by the base, and correspondingly controlling an operation of at least one function module of the in-vehicle device according to the at least one context instruction to perform at least one context operation by the host.

Systems and methods are provided for detecting an object in front of a vehicle. In one implementation, an object detecting system includes an image capture device configured to acquire a plurality of images of an area, a data interface, and a processing device programmed to compare a first image to a second image to determine displacement vectors between pixels, to search for a region of coherent expansion that is a set of pixels in at least one of the first image and the second image, for which there exists a common focus of expansion and a common scale magnitude such that the set of pixels satisfy a relationship between pixel positions, displacement vectors, the common focus of expansion, and the common scale magnitude, and to identify presence of a substantially upright object based on the set of pixels.

A first set of signals corresponding to a first signal modality (such as the direction of a gaze) during a time interval is collected from an individual. A second set of signals corresponding to a different signal modality (such as hand-pointing gestures made by the individual) is also collected. In response to a command, where the command does not identify a particular object to which the command is directed, the first and second set of signals is used to identify candidate objects of interest, and an operation associated with a selected object from the candidates is performed.

The voice operation system includes an indication candidate determination unit for extracting an indication element included in a user's utterance, and determining a first indication candidate which is a candidate of an indication content intended by the user based on the indication element and a behavioral habit of the user U estimated by a behavioral habit estimation unit when the indication content intended by the user U cannot be specified from the indication element, a predetermined processing execution unit for executing first predetermined processing corresponding to the first indication candidate, and a display control unit for causing a display unit to display at least one of the content of the first indication candidate and the execution content of the first predetermined processing.