Abstract: Various implementations for multitouch attribution are described. One example method includes receiving a plurality of channel data associated with a first channel and second channel, determining conversion data for the first channel and the second channel using the plurality of channel data, receiving a first touch event and a second touch event associated with a first channel and a second channel, determining a first attribution for the first channel using a first touch event and the first channel data, determining a second attribution for the second channel using a second touch event and the second channel data, and determine an item conversion strategy using the first attribution and the second attribution.

Abstract: The present disclosure involves systems, software, and computer implemented methods for an artificial intelligence work center for ERP data. One example method includes receiving scenario and model settings for an artificial intelligence model for a predictive scenario. A copy of the dataset is processed based on settings to generate a prepared dataset that is provided with the settings to a predictive analytical library. A trained model trained and evaluation data for the trained model is received from the predictive analytical library. A request is received to generate a prediction for the predictive scenario for a target field for a record of the dataset. The record of the dataset is provided to the trained model and a prediction for the target field for the record the dataset is received from the model. The prediction is included for presentation in a user interface that displays information from the dataset.

Abstract: Embodiments herein disclose an OTP low power circuit and methods for providing bias voltages using a single regulator. The circuit includes a Bitcell, a diode drop, a charge pump, a combinational logic controller, a program current sink load, and a read current sink load. The Bitcell includes programmable word lines and read lines, and is configured to operate in either a programmable mode or a read mode. The diode drop is configured to provide a second bias voltage to drive the read lines and the single regulator is configured to provide a first bias voltage to drive the WP in the read mode. The charge pump is configured to provide a third bias voltage to drive the WP in the program mode.

Abstract: Disclosed approaches may provide for non-blocking video processing pipelines that have the ability to efficiently share transform hardware resources. Transform hardware resources may be shared across processing parameters, such as pixel block dimensions, transform types, video stream bit depths, and/or multiple coding formats, as well as for inter-frame and intra-frame encoding. The video processing pipeline may be divided into phases, each phase having half-butterfly circuits to perform a respective portion of computations of a transform. The phases may be selectable and configurable to perform transforms for multiple different combinations of the processing parameters. In each configuration, the phases may be capable of performing a transform by a sequential pass through at least some of the phases resulting in high throughput. Approaches are also described related to improving the performance and efficiency of transpose operations of transforms.

Abstract: Disclosed approaches may provide for non-blocking video processing pipelines that have the ability to efficiently share transform hardware resources. Transform hardware resources may be shared across processing parameters, such as pixel block dimensions, transform types, video stream bit depths, and/or multiple coding formats, as well as for inter-frame and intra-frame encoding. The video processing pipeline may be divided into phases, each phase having half-butterfly circuits to perform a respective portion of computations of a transform. The phases may be selectable and configurable to perform transforms for multiple different combinations of the processing parameters. In each configuration, the phases may be capable of performing a transform by a sequential pass through at least some of the phases resulting in high throughput. Approaches are also described related to improving the performance and efficiency of transpose operations of transforms.

Abstract: A user equipment (UE) includes a receiver, display, and processor. The receiver is configured to receive a data stream including a plurality of frames. The data stream includes a region of interest in a key frame of the plurality of frames. The display is configured to display a portion of a frame of the plurality of frames. The processor is configured to perform an action to focus a current view of the UE to the region of interest in the key frame. Each frame of the plurality of frames includes a plurality of images stitched together to form a stitched image. The stitched image for at least one frame of the plurality of frames includes at least one high dynamic range (HDR) image and at least one standard dynamic range (SDR) image.

Abstract: Systems and methods of Service Function Chaining (SFC) fault detection and fault isolation include injecting a first frame with a first Virtual Local Area Network (VLAN) Identifier (ID) tag at an input to the SFC, wherein the first VLAN ID is dedicated to fault detection and a plurality of classifiers in the SFC are configured to pass the first frame with the first VLAN ID through the SFC; detecting the first frame with the first VLAN ID tag at an output of the SFC; and determining connectivity of the SFC based on the detecting. The systems and methods can further include injecting a second frame with a second VLAN ID tag through a plurality of services of the SFC; detecting the second frame at each output of each of the plurality of services; and determining a location of the fault based on the detecting the second frame.

Abstract: A user equipment (UE) includes a receiver, at least one sensor, and a processor. The receiver is configured to receive a bit stream including at least one encoded image and metadata. The sensor is configured to determine viewpoint information of a user. The processor is configured to render the at least one encoded image based on the metadata and the viewpoint.

Abstract: A machine generates and provides a digital impact matrix including a first matrix and, in some embodiments, a second matrix, the first matrix including a plurality of impacts that various digital technologies have on various organizational processes. In some embodiments, the first matrix includes a plurality of magnitudes of impacts, while the second matrix includes a plurality of business values of impact that the various digital technologies have on the various organizational processes. A user interface is provided to assign impact categorizations to the impacts and of the first matrix and the second matrix, if applicable, and to display a graphical representation of the digital impact matrix.

Abstract: A video processing unit and method for region adaptive smoothing. The image processing unit includes a memory and one or more processors. The one or processors are operably connected to the memory and configured to stitch together a plurality of video frames into a plurality of equirectangular mapped frames of a video. The one or processors are configured to define a top region and a bottom region for each of the equirectangular mapped frames of the video; perform a smoothing process on the top region and the bottom region for each of the equirectangular mapped frames of the video; and encode the smoothed equirectangular mapped frames of the video.

Abstract: A user equipment includes a modem receives a compressed bitstream and metadata. The UE also includes a decoder that decodes the compressed bitstream to generate an HDR image, an inertial measurement unit that determines viewpoint information based on an orientation of the UE, and a graphics processing unit (GPU). The GPU maps the HDR image onto a surface and renders a portion of the HDR image based on the metadata and the viewpoint information. A display displays the portion of the HDR image.

Abstract: Systems and methods of Service Function Chaining (SFC) fault detection and fault isolation include injecting a first frame with a first Virtual Local Area Network (VLAN) Identifier (ID) tag at an input to the SFC, wherein the first VLAN ID is dedicated to fault detection and a plurality of classifiers in the SFC are configured to pass the first frame with the first VLAN ID through the SFC; detecting the first frame with the first VLAN ID tag at an output of the SFC; and determining connectivity of the SFC based on the detecting. The systems and methods can further include injecting a second frame with a second VLAN ID tag through a plurality of services of the SFC; detecting the second frame at each output of each of the plurality of services; and determining a location of the fault based on the detecting the second frame.

Abstract: A video processing unit and method for region adaptive smoothing. The image processing unit includes a memory and one or more processors. The one or processors are operably connected to the memory and configured to stitch together a plurality of video frames into a plurality of equirectangular mapped frames of a video. The one or processors are configured to define a top region and a bottom region for each of the equirectangular mapped frames of the video; perform a smoothing process on the top region and the bottom region for each of the equirectangular mapped frames of the video; and encode the smoothed equirectangular mapped frames of the video.

Abstract: A user equipment (UE) includes a receiver and a processor. The receiver is configured to receive a standard dynamic range (SDR) image and metadata related to an HDR image. The processor is configured to identify relevant portions of the SDR image to be enhanced based on the metadata related to the HDR image. The processor is also configured to increase an intensity of the relevant portions of the SDR image to create an enhanced SDR image. The processor is also configured to output the enhanced SDR image to a display.

Abstract: A user equipment includes a modem receives a compressed bitstream and metadata. The UE also includes a decoder that decodes the compressed bitstream to generate an HDR image, an inertial measurement unit that determines viewpoint information based on an orientation of the UE, and a graphics processing unit (GPU). The GPU maps the HDR image onto a surface and renders a portion of the HDR image based on the metadata and the viewpoint information. A display displays the portion of the HDR image.

Abstract: To reduce communication costs and computational complexity, only a subset of ranked SIFT points within a query image for a visual search request is transmitted to the visual search server in each iteration of an incremental search. For each candidate match, a flag identifying the matching points is returned by the server for use in computing holistic (e.g., histogram) information for a bounding box within the query image including the matching points. Distance from that query image holistic information is used to reject images from a short list used for a subsequent iteration, if any. If all images are rejected or a match criteria is met during one iteration, the search may terminate early without consideration of remaining SIFT points.

Abstract: A machine generates and provides a digital impact matrix including a first matrix and, in some embodiments, a second matrix, the first matrix including a plurality of impacts that various digital technologies have on various organizational processes. In some embodiments, the first matrix includes a plurality of magnitudes of impacts, while the second matrix includes a plurality of business values of impact that the various digital technologies have on the various organizational processes. A user interface is provided to assign impact categorizations to the impacts and of the first matrix and the second matrix, if applicable, and to display a graphical representation of the digital impact matrix.

Abstract: A user equipment (UE) includes a receiver, at least one sensor, and a processor. The receiver is configured to receive a bit stream including at least one encoded image and metadata. The sensor is configured to determine viewpoint information of a user. The processor is configured to render the at least one encoded image based on the metadata and the viewpoint.

Abstract: A user equipment (UE) includes a receiver and a processor. The receiver is configured to receive a standard dynamic range (SDR) image and metadata related to an HDR image. The processor is configured to identify relevant portions of the SDR image to be enhanced based on the metadata related to the HDR image. The processor is also configured to increase an intensity of the relevant portions of the SDR image to create an enhanced SDR image. The processor is also configured to output the enhanced SDR image to a display.

Abstract: A method and network element include receiving, at a receiver node, at least one of sender timestamps and sequence numbers in continuity check (CC) frames sent by a sender node; determining receiver timestamps at the receiver node; detecting instability based on one or more of the at least one of sender timestamps and sequence numbers and the receiver timestamps; and performing a remedial action based on the detecting instability. The CC frames can include Bidirectional Forwarding Detection (BFD) or Continuity Check Message (CCM) frames which are regularly transmitted in a session, but do not currently include timestamps or sequence numbers.