Abstract: A method of tracking a user's toothcare activity comprises receiving video images of a user's face during, e.g. a toothbrushing session, and identifying, in each of a plurality of frames of the video images, predetermined features of the user's face. The features include at least two invariant landmarks associated with the user's face and one or more landmarks selected from at least mouth feature positions and eye feature positions. Predetermined marker features of a toothcare appliance, e.g. a brush in use are identified in each of the plurality of frames of the video images. From the at least two invariant landmarks associated with the user's nose, a measure of inter-landmark distance is determined. An appliance length normalised by the inter-landmark distance is determined. From the one or more landmarks selected from at least mouth feature positions and eye feature positions, one or more appliance-to-facial feature distances each normalised by the inter-landmark distance is determined.

Abstract: Described is a task for an automobile interior having at least one subject that creates a video input, an audio input, and a context descriptor input. The video input relates to the at least one subject and is processed by a face detection module and a facial point registration module to produce a first output. The first output is further processed by at least one of: a facial point tracking module, a head orientation tracking module, a body tracking module, a social gaze tracking module, and an action unit intensity tracking module. The audio input relating to the at least one subject is processed by a valence and arousal affect states tracking module to produce a second output and to produce a valence and arousal scores output. A temporal behavior primitives buffer produce a temporal behavior output. Based on the foregoing, a mental state prediction module predicts the mental state of at least one subject in the automobile interior.

Abstract: An augmented mirror comprising: a partially silvered mirrored surface; a screen underneath the mirrored surface; a camera; and a computer module for receiving data from the camera and for providing graphical images to the screen, wherein the field of view over which visual information is processed is reduced to visual information from within a visual corridor, the visual corridor corresponding to a subset of the field of view of the camera.

Abstract: An augmented mirror for use with one or more user objects, the augmented mirror comprising: a partially silvered mirrored surface; a screen underneath the mirrored surface; a camera including a depth scanner; and a computer module for receiving data from the camera and for providing graphical images to the screen; wherein the sole means of communication with the computer module is via the one or more user objects.

Abstract: An augmented mirror for use with one or more user objects, the augmented mirror comprising: a partially silvered mirrored surface; a screen underneath the mirrored surface; a camera including a depth scanner; and a computer module for receiving data from the camera and for providing graphical images to the screen; wherein the sole means of communication with the computer module is via the one or more user objects.

Abstract: An augmented mirror comprising: a partially silvered mirrored surface; a screen underneath the mirrored surface; a camera; and a computer module for receiving data from the camera and for providing graphical images to the screen, wherein the field of view over which visual information is processed is reduced to visual information from within a visual corridor, the visual corridor corresponding to a subset of the field of view of the camera.