Abstract: The present invention features interferon-free therapies for the treatment of HCV. Preferably, the treatment is over a shorter duration of treatment, such as no more than 16 weeks, alternatively no more than 12 weeks, or alternatively no more than 8 weeks. In one aspect, the treatment comprises administering at least two direct acting antiviral agents to a subject with HCV infection, wherein the treatment lasts for 16, 12, or 8 weeks and does not include administration of either interferon or ribavirin, and said at least two direct acting antiviral agents comprise (a) Compound 1 or a pharmaceutically acceptable salt thereof and (b) Compound 2 or a pharmaceutically acceptable salt thereof.

Abstract: The present invention discloses an aramid-based epoxy resin and a method of making same, including the steps of reacting aramid fiber powder as a raw material with a metallization reagent; grafting a plurality of ethylene oxide, propylene oxide or a mixture thereof to an activated amide group of the aramid to introduce a reactive functional group hydroxyl; and then conducting a ring-opening and closing reaction by using epichlorohydrin to obtain a liquid aramid-based epoxy resin.

Abstract: Systems, apparatus and methods are provided for providing a flexible error correction code (ECC) architecture in a non-volatile storage system. A method for storing data may comprise generating a first error correction code (ECC) engine tag for a piece of data to be stored in a non-volatile storage device, routing the piece of data to a first type of ECC encoder of a plurality of types of ECC encoders according to the first ECC engine tag, encoding the piece of data using the first type of ECC encoder to generate ECC codeword(s) and transmitting the ECC codeword(s) to the non-volatile storage device for storage.

Abstract: A method of object status detection for objects supported by a shelf, from shelf image data, includes: obtaining a plurality of images of a shelf, each image including an indication of a gap on the shelf between the objects; registering the images to a common frame of reference; identifying a subset of the gaps having overlapping locations in the common frame of reference; generating a consolidated gap indication from the subset; obtaining reference data including (i) identifiers for the objects and (ii) prescribed locations for the objects within the common frame of reference; based on a comparison of the consolidated gap indication with the reference data, selecting a target object identifier from the reference data; and generating and presenting a status notification for the target product identifier.

Abstract: Balancing content distribution between a machine learning model and a statistical model provides a baseline assurance in combination with the benefits of a well-trained machine learning model for content selection. In some implementations, a server receiving requests for a content item assigns a first proportion of the received requests to a first group and assigns remaining requests to a second group. The server uses a machine learning model to select variations of the requested content item for responding to requests assigned to the first group and uses a statistical model to select content variations for requests assigned to the second group. The server obtains performance information, e.g., acceptance rates for the different variations, and compares performance of the different models used for content selection. Audience share assigned to the machine learning model is increased when it outperforms the statistical model and decreased when it underperforms the statistical model.

Abstract: Methods, systems and apparatus for segmenting objects are provided. A controller: receives, from one or more sensors, a 3D representation of a scene that includes an object represented by a 3D model; determines an orientation of a 2D image in the 3D representation by matching the 2D image with a corresponding region of the 3D representation; determines a first portion of the 3D representation that corresponds to a subset of the 3D model of the object from: the orientation of the 2D image in the 3D representation; and predetermined matching data representative of a matching of the 2D image with a respective corresponding region of the 3D model, each of the 3D model, the 2D image, and the predetermined matching data stored in a memory accessible to the controller; segments the first portion of the 3D representation from a second portion of the 3D representation.

Abstract: Image processing systems and methods are provided for extrinsic calibration of a plurality of image sensors. A logic circuit receives image data for an omnidirectional object from image sensors spaced apart and imaging at least a portion of a region of interest. The logic circuit combines the image data from the image sensors to generate a calibration matrix for the image sensors and to determine a matrix transformation data based on (i) reference image data and (ii) a three-dimensional model of the reference object. The logic circuit modifies the calibration matrix into an enhanced calibration matrix by applying the matrix transformation data to the calibration matrix, where the enhanced calibration matrix can be used to calibrate the plurality of image sensors.

Abstract: Disclosed is a front-and-rear split door (9) and an electric vehicle having the split door (9), the front-and-rear split door (9) comprises a front compartment door (901) and a rear compartment door (902) configured to open or close a passenger compartment (101), wherein the front compartment door (901) and the rear compartment door (902) are provided above the passenger compartment (101); a front end of the front compartment door (901) is connected to a vehicle body (1) via a first hinge assembly (903), a rear end of the rear compartment door (902) is connected to the vehicle body (1) via a second hinge assembly (904); and the electric vehicle further comprises a first turning mechanism (905) configured to control the front compartment door (901) to turn outwardly about the first hinge assembly (903) and a second turning mechanism (906) configured to control the rear compartment door (902) to turn outwardly about the second hinge assembly (904).

Abstract: A method of extracting price text from an image set includes: obtaining input data comprising (i) a plurality of images depicting shelves supporting products, and (ii) for each of the images, a set of text regions and corresponding price text strings; registering the images to a common frame of reference; identifying a subset of the text regions having overlapping locations in the common frame of reference; selecting one of the text regions from the subset; and presenting the price text string corresponding to the one of the text regions for further processing.

Abstract: A method of detecting a back of a shelf for supporting objects includes: obtaining an image depicting a shelf having a shelf edge and a support surface extending from the shelf edge to a shelf back; decomposing the image into a plurality of patches; for each patch: generating a feature descriptor; based on the feature descriptor, assigning one of a shelf back classification and a non-shelf back classification to the patch; generating a mask corresponding to the image, the mask containing an indication of the classification assigned to each of the patches; and presenting the mask.

Abstract: Image processing systems and methods are provided for extrinsic calibration of a plurality of image sensors. A logic circuit receives image data for an omnidirectional object from image sensors spaced apart and imaging at least a portion of a region of interest. The logic circuit combines the image data from the image sensors to generate a calibration matrix for the image sensors and to determine a matrix transformation data based on (i) reference image data and (ii) a three-dimensional model of the reference object. The logic circuit modifies the calibration matrix into an enhanced calibration matrix by applying the matrix transformation data to the calibration matrix, where the enhanced calibration matrix can be used to calibrate the plurality of image sensors.

Abstract: Apparatus, for performing decoding tasks in a NAND Flash memory controller, includes a first task queue for queuing decoding tasks of a first priority, a second task queue for queuing decoding tasks of a second priority higher than the first priority, and control circuitry that, on receipt of portions of data for a plurality of decoding tasks, releases, from the first and second task queues, respective decoding tasks to operate on respective portions of data, according to priorities of the decoding tasks. First and second decoders operate under first and second decoding schemes that differ in speed or complexity. Input switching circuitry controllably connects each data channel to the first or second decoder. Decoder-done control circuitry selects output of the first or second decoder upon receipt of a decoder-done signal from the first or second decoder. Completed decoding tasks are queued in first and second task-done queues according to priority.

Abstract: Methods, systems and apparatus for segmenting objects are provided. A controller: receives, from one or more sensors, a 3D representation of a scene that includes an object represented by a 3D model; determines an orientation of a 2D image in the 3D representation by matching the 2D image with a corresponding region of the 3D representation; determines a first portion of the 3D representation that corresponds to a subset of the 3D model of the object from: the orientation of the 2D image in the 3D representation; and predetermined matching data representative of a matching of the 2D image with a respective corresponding region of the 3D model, each of the 3D model, the 2D image, and the predetermined matching data stored in a memory accessible to the controller; segments the first portion of the 3D representation from a second portion of the 3D representation.

Abstract: Methods, systems, and apparatus for segmenting and dimensioning objects are disclosed. An example method disclosed herein includes determining a first sensor of a plurality of sensors toward which a vehicle is moving based on image data generating by the plurality of sensors; designating the first sensor as a reference sensor; combining the image data from the plurality of sensors to generate combined image data representative of the vehicle and an object carried by the vehicle, the combining based on reference sensor; generating a plurality of clusters based on the combined image data; and identifying a first one of the clusters nearest the reference sensor as the object.

Abstract: The present invention features interferon-free therapies for the treatment of HCV. Preferably, the treatment is over a shorter duration of treatment, such as no more than 16 weeks, alternatively no more than 12 weeks, or alternatively no more than 8 weeks. In one aspect, the treatment comprises administering at least two direct acting antiviral agents to a subject with HCV infection, wherein the treatment lasts for 16, 12, or 8 weeks and does not include administration of either interferon or ribavirin, and said at least two direct acting antiviral agents comprise (a) Compound 1 or a pharmaceutically acceptable salt thereof and (b) Compound 2 or a pharmaceutically acceptable salt thereof.

Abstract: A method of configuring an automated code calculation system, comprising retrieving information relating to a group of two or more functions, updating a weighting value for each combination of an item from a first set and an item from a second set, where each item in the first set and each item in the second set corresponds to one or more functions, where the weighting value is higher if the items are both contained in the group of functions than if one of the items is not contained in the group of functions and storing the weighting values together with the corresponding combination of items.

Abstract: The present invention features interferon-free therapies for the treatment of HCV. Preferably, the treatment is over a shorter duration of treatment, such as no more than 12 weeks. In one aspect, the treatment comprises administering at least two direct acting antiviral agents to a subject with HCV infection, wherein the treatment lasts for 12 weeks and does not include administration of either interferon or ribavirin, and said at least two direct acting antiviral agents comprise (a) Compound 1 or a pharmaceutically acceptable salt thereof and (b) Compound 2 or a pharmaceutically acceptable salt thereof.

Abstract: Apparatus, for performing decoding tasks in a NAND Flash memory controller, includes a first task queue for queuing decoding tasks of a first priority, a second task queue for queuing decoding tasks of a second priority higher than the first priority, and control circuitry that, on receipt of portions of data for a plurality of decoding tasks, releases, from the first and second task queues, respective decoding tasks to operate on respective portions of data, according to priorities of the decoding tasks. First and second decoders operate under first and second decoding schemes that differ in speed or complexity. Input switching circuitry controllably connects each data channel to the first or second decoder. Decoder-done control circuitry selects output of the first or second decoder upon receipt of a decoder-done signal from the first or second decoder. Completed decoding tasks are queued in first and second task-done queues according to priority.