Abstract: State information can be determined for a subject that is robust to different inputs or conditions. For drowsiness, facial landmarks can be determined from captured image data and used to determine a set of blink parameters. These parameters can be used, such as with a temporal network, to estimate a state (e.g., drowsiness) of the subject. To improve robustness, an eye state determination network can determine eye state from the image data, without reliance on intermediate landmarks, that can be used, such as with another temporal network, to estimate the state of the subject. A weighted combination of these values can be used to determine an overall state of the subject. To improve accuracy, individual behavior patterns and context information can be utilized to account for variations in the data due to subject variation or current context rather than changes in state.

Abstract: A method of image processing and classifying target entities with an image is disclosed that may include applying a contrast amplification procedure to a Lightness parameter associated with an input image, to amplify contrast of the input image and obtain an amplified-contrast image. The method may further include de-noising the amplified-contrast image by iteratively performing on the amplified-contrast image a blur correction, an erosion correction, and a dilation correction, to obtain a de-noised image corresponding to the amplified-contrast image. The method may further include determining edges of each of one or more target entities associated with the input image from the de-noised image and identifying the one or more target entities associated with the input image based on the identified edges, to generate a contoured image. The method may further include classifying the one or more target entities into one or more predefined classes, using a classification model.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for utilizing a machine-learning model to determine predicted multi-level client intent classifications and provide a graphical user interface including selectable options for the predicted multi-level client intent classifications. In particular, in one or more embodiments, the disclosed systems utilize the machine-learning model to generate predicted multi-level client intent classifications and corresponding multi-level client intent classification probabilities. The disclosed systems can provide the multi-level client intent classifications to an agent device via a graphical user interface. Moreover, the disclosed systems can make recommendations and/or take action based on the predicted multi-level client intent classifications and corresponding multi-level client intent classification probabilities.

Abstract: In one embodiment, a method includes transmitting, to a multi-factor authentication (MFA) agent running on a user device, a request for a location of the user device, receiving, from the MFA agent, the location of the user device, wherein the location is determined by the MFA agent to be a most common location indicated by a plurality of location indicators, receiving, from a policy server, a location-based access policy, appending, to the location-based access policy, the location of the user device and determining, based on the location of the user device and the location-based access policy, whether to allow the user device to access one or more of: a remote service, a remote database, and a remote device.

Abstract: In an exemplary technique, audio information responsive to received input is provided. While providing the audio information, one or more conditions for stopping the provision of audio information are detected, and in response, the provision of the audio information is stopped. After stopping the provision of the audio information, if the one or more conditions for stopping the provision of audio information have ceased, then resumed audio information is provided, where the resumed audio information includes a rephrased version of a previously provided segment of the audio information.

Abstract: Methods, systems, and computer programs are presented for enabling any sandboxed user-defined function code to securely access the Internet via a cloud data platform. A remote procedure call is received by a cloud data platform from a user-defined function (UDF) executing within a sandbox process. The UDF includes code related to at least one operation to be performed. The cloud data platform provides an overlay network to establish a secure egress path for UDF external access. The cloud data platform enables the UDF executing in the sandbox process to initiate a network call.

Abstract: Methods and apparatus relating to branch prefetch mechanisms for mitigating front-end branch resteers are described. In an embodiment, predecodes an entry in a cache to generate a predecoded branch operation. The entry is associated with a cold branch operation, where the cold branch operation corresponds to an operation that is detected for a first time after storage in an instruction cache and wherein the cold branch operation remains undecoded since it is stored at a location in a cache line prior to a subsequent location of a branch operation in the cache line. The predecoded branch operation is stored in a Branch Prefetch Buffer (BPB) in response to a cache line fill operation of the cold branch operation in an instruction cache. Other embodiments are also disclosed and claimed.

Abstract: Examples of the present disclosure describe systems and methods for a windowing container that enables two or more windows associated with application(s) to be grouped within the container such that the windows may behave or function uniformly as a single window. For example, responsive to a request to group two windows, a container may be generated to include the windows arranged based on one or more rules and features enabling group functions associated with the container to be performed. When a group function is performed on the container, the function may be performed to each of the windows arranged therein as if they were a single window. As new windows are grouped within or existing windows are released from the container, the container and/or windows may be rearranged based on the rules. A state of the container may be stored to enable subsequent invocation of the container after closing.

Abstract: Disclosed herein is a method of determining a user profile based on a set of user-selected images, a method of selecting images from an image database of digital images based on a user profile, a computer system and a computer program product.

Abstract: A system for measuring drip rate may include a drip chamber device comprising an elongated body including an inner surface defining a chamber, and a drip rate measurement device. The drip chamber may be fluidly coupled to a container containing an IV fluid configured to drip droplets of the IV fluid into the chamber. The drip rate measurement device may include a housing configured to be mounted to the elongated body of the drip chamber, and a load cell transducer mounted in the elongated body and extending into the chamber. The load cell transducer may be configured to measure a weight of the droplets of the IV fluid and convert the weight into an electrical signal. The drip rate measurement device may further include a controller electrically coupled to the load cell transducer to process the electrical signal and output at least one parameter associated with the IV fluid.

Abstract: Apparatuses, systems, and techniques are described to determine locations of objects using images including digital representations of those objects. In at least one embodiment, a gaze of one or more occupants of a vehicle is determined independently of a location of one or more sensors used to detect those occupants.

Abstract: Provided are an apparatus and a method for generating an alternative routine, the method comprising monitoring a first routine comprising at least one activity representing at least one interaction of a user with one or more IoT devices, determining semantic information associated with the at least one activity, and generating at least one second routine comprising one or more activities corresponding to the at least one activity based on the semantic information associated with the at least one activity.

Abstract: Methods and systems for monitoring etch or deposition processes using image-based in-situ process monitoring techniques include illuminating a measurement area on a sample disposed in a process chamber. The measurement area is illuminated using an input beam generated remote from the process chamber and transmitted to a first viewing window of the process chamber by a first optical fiber. Portions of the first input beam reflected from the measurement area are transmitted from the first viewing window to an imaging sensor by a second optical fiber. A sequence of images is obtained at the imaging sensor, and a change in reflectance of pixels within each of the images is determined. The etch or deposition process is monitored based on the change in reflectance.

Abstract: Connection configuration for Fourth Generation (4G) and Fifth Generation (5G) converged deployment may be provided. A User Equipment (UE) Usage Type (UUT) mapping may be stored, wherein the UUT mapping includes an Attribute Value Pair (AVP) for one or more UUTs. A connection to a 5G network from a 4G network may be received from a UE, wherein the connection comprises subscription information that includes a UUT the UE is subscribed to. In response to receiving the UUT, a subscriber profile for the UE in a converged packet core may be determined using the UUT mapping, and the configuration of the connection for the UE may be established based on the determined subscriber profile.

Abstract: Disclosed herein is a composition including a recombinant nucleic acid sequence that encodes an antibody or fragment thereof that targets an immune checkpoint molecule. The disclosure also provides a method of preventing and/or treating disease in a subject using said composition and method of generation.

Abstract: Antimicrobial compositions comprising one or more compound components generally recognized as safe for human consumption, and related methods of use, such compositions and methods as can be employed in a wide range of agricultural, industrial, building, pharmaceutical, personal care and/or animal care products and applications.

Abstract: A test and measurement instrument includes a user interface, one or more probes to connect to a device under test (DUT), and one or more processors to take measurements during application of a double pulse test to the DUT to create measurement data, identify a measurement start point, find a measurement stop point, use the measurement data between the measurement start point and the measurement stop point to determine an output charge, Qoss, of the DUT, and display the output charge to a user. A method of determining output charge of a device under test (DUT) includes taking measurements during application of a double pulse test to create measurement data, identifying a measurement start point, finding a measurement stop point, using the measurement data between the measurement start point and the measurement stop point to determine an output charge, Qoss, of the DUT, and displaying the output charge.

Abstract: A request associated with access to a restricted computer resource by a computer application of a device is received via a first communication medium. It is determined that the request is provided by the device with an IP address not included in a group of authorized IP addresses. A registration secret is generated. A representation associated with the registration secret is provided via a second communication medium. A token signed using the registration secret is received. In response to successfully validating the token, a communication secret is generated and associated with an identifier associated with the device. The communication secret is provided for use by the computer application of the device to access the restricted computer resource.

Abstract: Various implementations described herein are related to a device having sensing circuitry that receives an input signal and provides an output signal based on sensing a resistance differential between multiple shield resistors or based on sensing a change in voltage across a shield wire of a shield wiring network. The device includes comparing circuitry that receives the output signal and provides an alarm signal based on detecting a tampering event associated with the resistance differential or the change in voltage.

Abstract: In various examples, systems and methods are disclosed herein for a vehicle command operation system that may use technology across multiple modalities to cause vehicular operations to be performed in response to determining a focal point based on a gaze of an occupant. The system may utilize sensors to receive first data indicative of an eye gaze of an occupant of the vehicle. The system may utilize sensors to receive second data indicative of other data from the occupant. The system may then calculate a gaze vector based on the data indicative of the eye gaze of the occupant. The system may determine a focal point based on the gaze vector. In response to determining the focal point, the system causes an operation to be performed in the vehicle based on the second data.