Abstract: An apparatus for a robotic limb includes one or more limb segments connected via one or more joints. The robotic limb may feature one or more dual-reduction quasi-quasi-direct-drive joint actuators that permit the robotic limb to move throughout a scene. The robotic limb may further include an end-effector connected to a free end of the robotic limb with one or more opposable fingers comprising a four bar linkage. The end-effector may include a main actuator that actuates the one or more fingers via the four-bar linkages to complete various tasks.

Abstract: An apparatus and method for a wall clock AI voice assistant, such as a computing device, is provided herein. The wall-mountable electronic clock includes an optical sensor, a microphone, a digital display and a speaker. The optical sensor captures image data representing at least a portion of a user. The microphone receives an audio input from the user when certain criteria is met, such as when the image data representing at least a portion of the user is captured. The digital display provides visual information to the user provided in response to the captured image data or the audio input. The speaker provides audio information provides from a digital voice assistant in response to the captured image data or the audio input.

Abstract: A method includes receiving an input comprising multi-modal inputs such as text, audio, video, or context information from a client device associated with a user, assigning a task associated with the input to a server among a plurality of servers, determining a context response corresponding to the input based on the input and interaction history between the computing system and the user, generating meta data specifying expressions, emotions, and non-verbal and verbal gestures associated with the context response by querying a trained behavior knowledge graph, generating media content output based on the determined context response and the generated meta data, the media content output comprising of text, audio, and visual information corresponding to the determined context response in the expressions, the emotions, and the non-verbal and verbal gestures specified by the meta data, sending instructions for presenting the generated media content output to the user to the client device.

Abstract: A system and method include generating environment data from skylight sensor data. The environment data includes a value of a geospatially dependent parameter associated with light received from a predetermined celestial light source. At least two of a compass direction of the predetermined celestial light source when the skylight sensor data was received, a time at which the skylight sensor data was received, or a geospatial coordinate at which the skylight sensor data was collected are received. At least one of the compass direction of the predetermined celestial light source when the skylight sensor data was received, the time at which the skylight sensor data was received, or the geospatial coordinate at which the skylight sensor data was collected is determined, at least in part, from the environment data.

Abstract: In one embodiment, an apparatus includes one or more processors and a memory coupled to the processors include instructions executable by the processors. When executing the instructions, the processors present on a display of the apparatus a first screen that corresponds to a first mode of the apparatus. The first screen is in a first level of a graphical user interface (GUI) hierarchy and occupies a substantial portion of the display when presented. In response to a transition event at the first screen, the processors present a second screen that corresponds to a second mode of the apparatus. The second screen is in the first level of the GUI hierarchy and occupies the substantial portion of the display when presented. In response to a selection event at the first screen, the processors present a third screen that corresponds to a first function of the first mode of the apparatus.

Abstract: The present disclosure describes a system and method for a marker-based augmented reality system. The method includes acquiring image data from a camera, analyzing the image data to identify at least one marker, the at least one marker being associated with a physical location in a real-world environment, determining information represented via the at least one marker, the information represented via the at least one marker including at least one of content data, metadata, or server data, generating content based on the at least one of the content data, the metadata, or the server data, and presenting, via a display, the content overlaying a displayed representation of the real-world environment, the content being presented at one or more locations in the displayed representation of the real-world environment relative to the physical location associated with the at least one marker.

Abstract: In one embodiment, a method includes displaying functions associated with a remote device at a wearable computing device, wherein the remote device is paired with the wearable computing device, receiving a user input from a user at the wearable computing device, determining intended operations of one or more of the functions by the user based on the user input, sending instructions for executing the intended operations of the one or more of the functions associated with the remote device to the remote device, and displaying execution results of the intended operations of the one or more of the functions associated with the remote device at the wearable computing device.

Abstract: In one embodiment, a device includes a device body that includes a touch-sensitive display and a processor. The device also includes a band coupled to the device body and an optical sensor in or on the band. The optical sensor faces outward from the band and captures images. The processor communicates with the optical sensor to process captured images.

Abstract: In one embodiment, an apparatus includes a wearable computing device that includes one or more processors and a memory. The memory is coupled to the processors and includes instructions executable by the processors. When executing the instructions, the processors determine whether an application is running on the wearable computing device. The application controls one or more functions of a remote computing device. The processors determine to delegate a task associated with the application; delegate the task to be processed by a local computing device; and receive from the local computing device results from processing the delegated task.

Abstract: Detecting depression may include generating, using a sensor, sensor data for a user and automatically detecting, using a processor, a marker for depression in the sensor data. Responsive to determining, using the processor, that a condition is satisfied based upon the marker for depression, a survey is presented using a device.

Abstract: In one embodiment, a method includes presenting to a user, on a display of a head-worn client computing device, a three-dimensional video including images of a real-life scene that is remote from the user's physical environment. The method also includes presenting to the user, on the display of the head-worn client computing device, a graphical object including an image of the user's physical environment or a virtual graphical object.

Abstract: A system for evaluating health-related quality of life (HRQOL) can include a sensor adapted to generate sensor data for a user, a memory adapted to store the sensor data, and a processor coupled to the sensor and the memory. The processor can be configured to initiate executable operations including determining a first biological marker for the user from the sensor data, wherein the first biological marker is indicative of a first dimension of HRQOL, performing speech analysis on user provided speech to determine a second biological marker indicative of a second dimension of HRQOL. The processor is further configured to initiate executable operations including comparing the first biological marker and the second biological marker with a baseline for the first biological marker and a baseline for the second biological marker, respectively, and outputting a result of the comparing.

Abstract: A wearable computing device includes a device body, a band coupled to the device body, and one or more sensors. The device body includes one or more processors, a memory, and a touch-sensitive display. The processors are operable to authenticate, using the one or more sensors, a user of the device, and communicate with one or more target devices in response to successful authentication of the user. The processors can also authenticate the target devices, and control the target devices in response to successful authentication of the target devices. The sensors may include a camera, and to authenticate the user of the device, the processors may send a request to one or more remote devices requesting display of a pairing visual, receive an image from the camera, determine whether the image comprises valid pairing information, and if so, establish a pairing between the device and the remote devices.

Abstract: Blood flow of a user can be measured using a sensor. Sensor data based on the measuring of the blood flow can be generated. Based on the sensor data, at least a first physiological biomarker of the blood flow measured by the sensor and at least a first morphological characteristic of the blood flow measured by the sensor can be determined. The user can be authenticated based, at least in part, on the first physiological biomarker and the first morphological characteristic.

Abstract: Chronotherapeutic dosing can include receiving, using a processor, sensor data from a sensor for a user, wherein the sensor data is collected subsequent to the user starting a regimen for a medication, determining, using the processor, a biological marker from the sensor data, wherein the biological marker is correlated with the medication, and comparing, using the processor, the biological marker with an expected state of the biological marker based upon a dose time of the medication. Chronotherapeutic dosing can also include providing, using the processor, a notification indicating a result of the comparing.

Abstract: Processing PPG data using a device can include determining a quality estimate for a segment of PPG data and, in response to determining that the quality estimate exceeds a quality threshold, filtering the segment of the PPG data based upon an estimate of periodicity of the segment of the PPG data. A health marker can be determined for the segment of PPG data. The health marker can be validated based upon a prior determination of the health marker from PPG data. In response to the validation, the health marker can be output.

Abstract: Evaluating health of a user can include providing an equilibrium envelope for a user, wherein the equilibrium envelope includes a range for each of a plurality of vital signs, and detecting, using a processor, a current metric. The current metric corresponds to an exit condition for the equilibrium envelope determined based upon sensor data or a re-entry condition for the equilibrium envelope determined based upon the sensor data. A health status for the user can be determined, using the processor, based upon a comparison of the current metric with a historical metric for the user.

Abstract: A system and method enable an electronic device to perform gaze or focal tracking operations. The electronic device includes a processor and a display screen. The processor is configured to in response to determining at least one of: a gaze of the user or a focal point of the eye of the user, control at least one of: an operation of the electronic device, or a focal point of an adjustable lens. The display screen is coupled to the processor, and configured to present an image of an object based on at least one of the gaze of the user or the focal point of the eye.

Abstract: An electronic device, method, and computer readable medium for augmented reality system is provided. The electronic device includes a light source that emits a light towards an eye of a user of the device, an adjustable lens having an adjustable focal point, a light sensor, configured to detect a reflected light that is reflected from the eye of the user, a processor, and a display screen. The processor determines a first distance corresponding to a focal point of the eye based on one or more positions of the reflected light, and adjusts the focal point of the lens unit based on the focal point of the eye. The display screen is configured to present an image of the object at a second distance based on the focal point of the lens unit to create a perception for the user that the image is placed at the first distance.