Abstract: A learning-based model is trained using a plurality of attributes of media. Depth estimation is performed using the learning-based model. The depth estimation supports performing a computer vision task on the media. Attributes used in the depth estimation include scene understanding, depth correctness, and processing of sharp edges and gaps. The media may be processed to perform media restoration or the media quality enhancement. A computer vision task may include semantic segmentation.

Abstract: A system includes a processor configured to receive report of a vehicle part malfunction, along with vehicle travel history covering at least a predefined time period. The processor is also configured to obtain condition data relating to environmental conditions encountered by the vehicle during the travel history. The processor is further configured to compare the obtained condition data to other condition data obtained from other vehicles reporting the same part malfunction. And the processor is configured to create a malfunction likelihood record for the vehicle part, including an association with a condition occurring over a threshold percentage of times with regards to all obtained condition data relating to the part malfunction and an indicator of a likely failure when a vehicle encounters the condition.

Abstract: A device and a method for capturing media by using a device including a plurality of flaps are provided. At least two flaps among the plurality of flaps each include at least one camera. The method includes analyzing preview images of the cameras based on a first media capture mode, adjusting a bend angle between the at least two flaps based on the analysis of the preview images to determine at least one baseline distance, and obtaining at least one media in the first capture mode at the at least one baseline distance.

Abstract: Systems and methods for detecting and reporting vehicle damage events are provided herein. An example method includes detecting any of a key-on or key-off event for a vehicle at a second point in time; in response to detecting the key-on or key-off event, obtaining a current set of images of one or more surfaces of the vehicle using one or more onboard cameras of the vehicle; accessing a baseline set of images for the vehicle obtained at a first point in time that precedes the second point in time; comparing the current set of images to the baseline set of images to determine damage to the one or more surfaces; and presenting a message through a human machine interface of the vehicle that is indicative of the damage.

Abstract: An example method of encoding a video includes selecting blocks of pixels in a frame of the video, the blocks having luminance (Y) blocks, red color difference (Cr) blocks, and blue color difference (Cb) blocks; performing intra-estimation based on reconstructed pixels of at the blocks of pixels to generate predicted blocks and then subtracting the predicted blocks from the blocks of pixels to generate residual data, the residual data comprising respective residual data for the Y-blocks interleaved with respective residual data for the Cr-blocks and the Cb-blocks; and generating new reconstructed pixels using a pipeline of a video encoder by processing the residual data for the blocks.

Abstract: A rotor for an electric machine includes a core having circumferentially-spaced, axially-extending posts, and defining an axial passage, a winding carried by each of the posts and comprising an electrically-conductive wire repeatedly wound around the post such that a portion of the winding extends axially beyond the post to define an overhang with upper and lower surfaces connected by an end, and a hollow shaft defining a rotor inner surface and a rotor outer surface.

Abstract: A processing system includes a processor and a VM-to-VM communication accelerator circuit comprising a first interface device to support direct memory access (DMA) data transfers by the first VM, a register to store a reference to a primary physical function (PF) associated with the first interface device, wherein the first primary PF is associated with an access control table (ACT) specifying an access permission for the first VM with respect to a second VM, and a direct memory access (DMA) descriptor processing circuit to process, using a working queue associated with the first primary PF, a DMA descriptor referencing a request for a DMA data transfer between the first VM and the second VM, and execute, using the first interface device, the DMA data transfer based on the access permission.

Abstract: A microfilter, a manufacturing method thereof, and a microfiltration unit for holding the microfilter are provided. The microfilter has: a non-epoxy based microfilm; and a plurality of microholes provided on the surface of the non-epoxy based microfilm and penetrating therethrough via UV laser ablation, wherein the surface of the non-epoxy based microfilm is patterned into predetermined sections for locating isolated targets and quick enumeration.

Abstract: A method, apparatus, and computer program product provide for generating a video stream from a shared memory object containing image data from an image buffer. In the context of a method, the method generates a shared memory object from an image buffer comprising image data associated with a first iteration of two or more iterations of a graphics application, wherein the image data comprises data from at least one pixel related to the first iteration. The method generates converted image data based on a conversion of the pixel data in a first data format to converted image data in a second data format and generates an image file comprising the converted image data for the first iteration. The method also outputs the image file for the first iteration to a user device in conjunction with at least another image file from another iteration of the two or more iterations to provide a video stream of the two or more iterations.

Abstract: Device and method of forming the device are disclosed. A semiconductor device includes a back-end-of-line dielectric (BEOL) with a plurality of IMD levels over a substrate processed with front-end-of-line components. The BEOL includes an upper IMD level and upper metal lines, with a buffer layer over the upper metal lines. The buffer layer improves adhesion of the upper IMD layer which covers the upper metal lines. Improving the adhesion of the upper IMD layer improves the reliability of the device.

Abstract: The present invention provides a catalyst product comprising of (a) porous acidic clay material and (b) binder and matrix to shape the catalyst to either microspheres, pellet, tablet, extrudate and ring and suitable for enhancing the crack-ability of heavy feed material derived from atmospheric and vacuum distillation bottoms; FCC bottoms, coker bottoms and hydrocracker bottoms. The invention particularly relates to a catalyst cum heat supply product suitable for thermal coking process either in a batch mode or continuous coking process.

Abstract: The present invention relates to the field of Mycobacterium tuberculosis. More specifically, the present invention provides compositions and methods for detecting M. tuberculosis. In a specific embodiment, a method comprises the steps of (a) contacting a patient sample with a solid support coated with antibodies to carbapenem resistance factor A (CrfA); washing unbound molecules from the solid support using a buffer; and incubating the solid support with a beta-lactamase substrate. In certain embodiments, the beta-lactamase substrate is chromogenic. In another embodiment, the method further comprises the step of visually detecting a color change from the hydrolysis of the substrate by CrfA protein bound to the antibodies on the solid support. In yet another embodiment, the method further comprises the step of measuring color intensity of the strip at 490 nm using a spectrophotometer.

Abstract: The presently disclosed subject matter relates generally to a wireless charge-discharge (WCD) energy storage device that includes an anode element, a cathode element that is proximately positioned to the anode element, a receiver coil element concentrically encircling each of the anode element and the cathode element, and a transmitter coil element concentrically encircling each of the receiver coil element, the anode element, and the cathode element. The WCD storage device further includes a switch element that i) when set to a first position establishes a connection between the transmitter coil element and the cathode element that permits the transmitter coil to generate a magnetic field and ii) when set to a second position prevents the connection between the transmitter coil element and the cathode element such that the receiver coil element is configured carry an induced current when the receiver coil element is positioned within a magnetic field.

Abstract: In accordance with embodiments disclosed herein, there are provided methods, systems, mechanisms, techniques, and apparatuses for presentation of direct accessed storage under a logical drive model; for implementing a distributed architecture for cooperative NVM Data protection; data mirroring for consistent SSD latency; for boosting a controller's performance and RAS with DIF support via concurrent RAID processing; for implementing arbitration and resource schemes of a doorbell mechanism, including doorbell arbitration for fairness and prevention of attack congestion; and for implementing multiple interrupt generation using a messaging unit and NTB in a controller through use of an interrupt coalescing scheme.

Abstract: Techniques are disclosed for an Ethernet Virtual Private Network (EVPN) Virtual Private Wire Service (VPWS) network with service interface-aware forwarding. In one example, a first network device signals to a second network device, using EVPN route advertisements, a multi-service service tunnel to transport network packets for a plurality of services. The services are identifiable by virtual local area network (VLAN) identifiers in the packets. The first network device is configured with a single transport interface for the service tunnel and the single transport interface is configured with respective service interfaces for the services. The first network device detects failure of a failed service interface of the service interfaces and outputs, in response to the failure, an EVPN route withdrawal message for the service tunnel that identifies the service corresponding to the failed service interface.

Abstract: A computer determines that a rate of travel value for a route segment being traversed by a first vehicle exceeds a predetermined threshold. A maneuver is planned for the first vehicle to depart from the route segment based on collected vehicle operating data from one or more second vehicles previously traversing the route segment. The first vehicle is instructed to execute the maneuver to depart the route segment.

Abstract: A system and method for detecting unauthorized access to a plurality of network assets is described. The system and method receive a network asset feed from a plurality of data sources and then generating at least one social graph with the network asset feed. User communities are identified with the social graph and user accounts are associated with user communities. Commonly accessed network assets are identified from a firewall log, a router log or the combination thereof. A derived community is identified based on the user accounts associated with commonly accessed network assets. The systems and methods monitor communications associated with the user community so that the communications correspond to the derived community, and then reports an anomalous communication when the user community communications do not correspond to the derived community.

Abstract: Scalable task scheduling systems and methods for cyclic interdependent tasks using semantic analysis include, for a software application including a plurality of tasks which are cyclic interdependent tasks, segmenting the plurality of tasks into a task graph with vertices including the plurality of tasks and edges including interdependencies between the plurality of tasks; processing the task graph into a dependency graph which is a Directed Acyclic Graph (DAG); and causing execution of the plurality of tasks in a parallel manner based on the dependency graph.

Abstract: A method of forming a container from a plastic preform while using a liquid as a blow medium. During the method, liquid is withdrawn from the container to reduce pressure within the container prior to disengaging of the injection head from the container. In one aspect the method involves the opening of a recirculation valve to reduce the pressure. The opening of the recirculation valve allowing air dispersed within the liquid to rise to the top of the container before disengaging of a forming head from the container. As a result, splashing and spillage of liquid from the neck of the container is eliminated when the forming head disengages from the container.

Abstract: A system, including a means for controlling vehicle steering, braking and powertrain and a means for determining first lane marker distances based on second lane marker distances received at a first vehicle from a second vehicle and a distance and an angle measured from the first vehicle to the second vehicle. A vehicle can be operated based on the first lane marker distances and the means for controlling vehicle steering, braking and powertrain.