Abstract: An apparatus for coding video information according to certain aspects includes a memory unit configured to store video information associated with a plurality of layers and a processor. The processor is configured to obtain information associated with a current access unit (AU) to be coded, the current AU containing pictures from one or more layers of the plurality of layers. The processor is further configured to determine whether the current AU includes a first layer containing an intra random access point (IRAP) picture. The process is additionally configured to reset a picture order count (POC) of the second layer at the current AU, in response to determining that the current AU includes (1) a first layer that contains an IRAP picture and (2) a second layer containing no picture or containing a discardable picture.

Abstract: Methods and systems are provided for providing passive boost pressure monitoring for slow response with higher confidence. A response time of a boost pressure feedback control loop following a boost pressure deviation that is triggered by either system disturbances or operator torque demand is monitored. Slow boost behavior is correlated with boost control degradation affecting drivability and emissions.

Abstract: An electronic device estimates a pose of a hand by volumetrically deforming a signed distance field using a skinned tetrahedral mesh to locate a local minimum of an energy function, wherein the local minimum corresponds to the hand pose. The electronic device identifies a pose of the hand by fitting an implicit surface model of a hand to the pixels of a depth image that correspond to the hand. The electronic device uses a skinned tetrahedral mesh to warp space from a base pose to a deformed pose to define an articulated signed distance field from which the hand tracking module derives candidate poses of the hand. The electronic device then minimizes an energy function based on the distance of each corresponding pixel to identify the candidate pose that most closely approximates the pose of the hand.

Abstract: An electronic device estimates a pose of one or more subjects in an environment based on estimating a correspondence between a data volume containing a data mesh based on a current frame captured by a depth camera and a reference volume containing a plurality of fused prior data frames based on spectral embedding and performing bidirectional non-rigid matching between the reference volume and the current data frame to refine the correspondence so as to support location-based functionality. The electronic device predicts correspondences between the data volume and the reference volume based on spectral embedding. The correspondences provide constraints that accelerate the convergence between the data volume and the reference volume. By tracking changes between the current data mesh frame and the reference volume, the electronic device avoids tracking failures that can occur when relying solely on a previous data mesh frame.

Abstract: An electronic device estimates a depth map of an environment based on stereo depth images captured by depth cameras having exposure times that are offset from each other in conjunction with illuminators pulsing illumination patterns into the environment. A processor of the electronic device matches small sections of the depth images from the cameras to each other and to corresponding patches of immediately preceding depth images (e.g., a spatio-temporal image patch “cube”). The processor computes a matching cost for each spatio-temporal image patch cube by converting each spatio-temporal image patch into binary codes and defining a cost function between two stereo image patches as the difference between the binary codes. The processor minimizes the matching cost to generate a disparity map, and optimizes the disparity map by rejecting outliers using a decision tree with learned pixel offsets and refining subpixels to generate a depth map of the environment.

Abstract: A first and second image of a scene are captured. Each of a plurality of pixels in the first image is associated with a disparity value. An image patch associated with each of the plurality of pixels of the first image and the second image is mapped into a binary vector. Thus, values of pixels in an image are mapped to a binary space using a function that preserves characteristics of values of the pixels. The difference between the binary vector associated with each of the plurality of pixels of the first image and its corresponding binary vector in the second image designated by the disparity value associated with each of the plurality of pixels of the first image is determined. Based on the determined difference between binary vectors, correspondence between the plurality of pixels of the first image and the second image is established.

Abstract: An equipment enclosure includes an inner chamber having a top, a bottom opposing the top, and a plurality of sides between the top and the bottom, an outer chamber adjacent one of said plurality of sides of the inner chamber, and a wall extending between the inner chamber and the outer chamber. The inner chamber is configured to house one or more rechargeable batteries capable of releasing hydrogen gas over time. The wall includes one or more perforations to allow hydrogen gas released by the one or more rechargeable batteries to pass from the inner chamber into the outer chamber. The outer chamber includes an exterior wall having one or more perforations to allow the hydrogen gas in the outer chamber to exit the enclosure. Other example enclosures and methods of exhausting hydrogen gas from enclosures are also disclosed.

Abstract: A novel solution to the vexing problem of how to secure a cashless transaction card and card account from unauthorized use. By adding enhanced security to a cashless transaction card, the present invention significantly reduces, and may in fact eliminate, unauthorized use of a cashless transaction card and card account. In accordance with embodiments of the present invention, a cashless transaction card and card account are linked with an authentication device that must be in proximity with the cashless transaction card when that card is being used for a cashless transaction. In this way, the present invention makes unauthorized use of the card significantly less likely. The authentication device is chosen by the owner and linked thereby with the cashless transaction card and card account. Only when the authentication device is in proximity with the cashless transaction card will a cashless transaction be authorized.

Abstract: Devices and methods for improving use of supplemental enhancement information (SEI) messages in multi-layer codecs for decoding multi-layer bitstreams containing video information are disclosed. In one aspect, a device may include a memory that stores video information associated with the multi-layer bitstream. The stored video information may include an SEI message and a processor connected to the memory. The processor determines whether the SEI message belongs to a first SEI message category or a second SEI message category based on an identifier in the SEI message. The processor further determines whether the SEI message applies to the operation points or the layers and, in response to the SEI message being of the first SEI message category and applying to the operation points, associates each semantic of the SEI message with each operation point among the operation points.

Abstract: Among other things, embodiments of the present disclosure help improve virtual assistant systems by providing dynamic, customizable deployment groups for virtual assistant software features. Users, such as software developers, can deploy and remove software packages from different groups, and precisely define the members in any number of different deployment groups that can access the deployed virtual assistant software.

Abstract: Systems and methods are disclosed for transitioning communication sessions across services. In one implementation, a first communication is received from a user via a first service. The first communication is associated with a communication session. The first communication is processed to identify a request with respect to a second service. The second service is initiated in response to the request.

Abstract: A method for selectively etching an etch layer with respect to a mask is provided. An etch process is provided comprising a plurality of etch cycles, wherein each etch cycle comprises providing a deposition phase and an etch phase. The deposition phase comprises providing a flow of a deposition phase gas, comprising a fluorocarbon or hydrofluorocarbon containing gas and an oxygen containing gas with a fluorocarbon or hydrofluorocarbon to oxygen ratio, providing a RF power, which forms the deposition phase gas into a plasma, and stopping the deposition phase. The etch phase, comprises providing a flow of an etch phase gas, comprising a fluorocarbon or hydrofluorocarbon containing gas and an oxygen containing gas with a fluorocarbon or hydrofluorocarbon to oxygen ratio that is lower than the fluorocarbon or hydrofluorocarbon to oxygen ratio of the deposition phase gas, providing a RF power, and stopping the etch phase.

Abstract: A management server and method for load balancing a cluster of host computers analyzes load metrics of clients naming on the host computers in the cluster to select a first client that can be migrated from a first host computer in the cluster to a second host computer in the cluster to improve load balance for the cluster and a second client running on the second host computer that can be swapped with the first client running on the first host computer for a client swapping operation. The client swapping operation involves simultaneously migrating the first client from the first host computer to the second host computer and migrating the second client from the second host computer to the first host computer.

Abstract: This disclosure relates to processing video data, including processing video data that is represented by an HDR/WCG color representation. In accordance with one or more aspects of the present disclosure, one or more Supplemental Enhancement Information (SEI) Messages may be used to signal syntax elements and or other information that allow a video decoder or video postprocessing device to reverse the dynamic range adjustment (DRA) techniques of this disclosure to reconstruct the original or native color representation of the video data. Dynamic range adjustment (DRA) parameters may be applied to video data in accordance with one or more aspects of this disclosure in order to make better use of an HDR/WCG color representation, and may include the use of global offset values, as well as local scale and offset values for partitions of color component values.

Abstract: A computing device includes a storage device and a controller. The storage device is to store an application model and infrastructure models. The application model defines a first application and specifies a first communication protocol. The controller is to: determine a current lifecycle stage of the first application defined by the application model; select, from the plurality of infrastructure models, a first infrastructure model based on the current lifecycle stage of the first application; initiate a first application environment based on the selected first infrastructure model and the first communication protocol specified in the application model; and deploy the first application on the first application environment using the first communication protocol.

Abstract: Computer implemented methods and systems are provided for computing code coverage in a system that includes a user system and a cloud-based computing platform. The user system includes a processing system, memory and an input system that receives input parameters specified by a user of the user system. The memory can store a source class filter module executable by the processing system. Upon being executed by the processing system, the source class filter module can, based on one or more of the input parameters, group and filter source class identifiers to generate a unique source class identifier array of filtered source class identifiers that correspond to a particular subset of source classes that targeted code coverage metrics are to be computed for during code coverage computations when testing an application.

Abstract: Systems herein allow an administrator to efficiently enroll computing devices into a mobile device management system, even when those computing devices are offline and not connected to the system. A management server can include a console that allows the administrator to enroll an offline computing device by selecting an offline enrollment option on a registration record. This option can cause the management server to create a device record, indicating the computing device is enrolled. The management server can also create and save a provisioning file onto a storage device, such as a USB drive. Assets, such as graphics and applications, specified by the device record are also saved onto the storage device. The storage device can be physically connected to the computing device, at which point the provisioning file guides automatic installation of the assets and implementation of device settings and compliance rules specified by the device record.

Abstract: Values of pixels in an image are mapped to a binary space using a first function that preserves characteristics of values of the pixels. Labels are iteratively assigned to the pixels in the image in parallel based on a second function. The label assigned to each pixel is determined based on values of a set of nearest-neighbor pixels. The first function is trained to map values of pixels in a set of training images to the binary space and the second function is trained to assign labels to the pixels in the set of training images. Considering only the nearest neighbors in the inference scheme results in a computational complexity that is independent of the size of the solution space and produces sufficient approximations of the true distribution when the solution for each pixel is most likely found in a small subset of the set of potential solutions.

Abstract: A method and system analyzes multi-resolution medical images. The method includes receiving one or more multi-resolution medical images of one or more tissues. Each multi-resolution medical image is divided into a plurality of segments. Thereafter, each segment of the plurality of segments of each multi-resolution medical image is processed in parallel, utilizing one or more computation nodes, wherein each computation node includes one or more Graphical Processing Units (GPUs). The results corresponding to each segment of a multi-resolution medical image are collated, and a collated report is displayed.

Abstract: Provided is a method of identifying a computing resource requiring monitoring for a security purpose in a cloud-based data center during creation of a service template involving the computing resource. The identified computing resource is depicted in the service template. Upon receipt of a request for creating a service instance based on the service template, the service instance is created based on the service template and the identified computer resource is simultaneously monitored for the security purpose.