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    System and method for linking multimedia data elements to web pages
    61.
    发明授权
    System and method for linking multimedia data elements to web pages 有权

    公开(公告)号：US10831814B2

    公开(公告)日：2020-11-10

    申请号：US14321231

    申请日：2014-07-01

    Applicant: Cortica, Ltd.

    Inventor： Igal Raichelgauz ,  Karina Odinaev ,  Yehoshua Y. Zeevi

    IPC: G06N5/02 ,  G06F16/43 ,  G06F16/955

    Abstract: A method and system for linking a multimedia data element (MMDE) and a webpage are provided. The method includes receiving a MMDE from a source; generating a signature representative of the MMDE using a plurality of computational cores; matching the generated signature with a plurality of signatures stored in a database to find at least one matching signature, wherein at least one of the stored signatures has at least one corresponding universal resource locator (URL) of a web page stored therein as metadata of the at least one of the stored signatures; and providing to the source at least a URL that is a metadata of a matched signature upon determination of a match between the generated signature and at least one of the plurality of signatures stored in the database.

    METHOD FOR OBJECT DETECTION USING SHALLOW NEURAL NETWORKS
    62.
    发明申请
    METHOD FOR OBJECT DETECTION USING SHALLOW NEURAL NETWORKS 审中-公开

    公开(公告)号：US20200311517A1

    公开(公告)日：2020-10-01

    申请号：US16681885

    申请日：2019-11-13

    Applicant: Cortica LTD.

    Inventor： Igal Raichelgauz ,  Roi Saida

    IPC: G06N3/04 ,  G06K9/00 ,  G06T11/20

    Abstract: A method that may include feeding an input image and downscaled versions of the input image to multiple branches of an object detector calculating, by the multiple branches, candidate bounding boxes; and selecting bounding boxes. The multiple branches comprise multiple shallow neural networks that are followed by multiple region units. Each branch includes a shallow neural network and a region unit. The multiple shallow neural networks are multiple instances of a single trained shallow neural network. The single trained shallow neural network is trained to detect objects having a size that is within a predefined size range and to ignore objects having a size that is outside the predefined size range.

    System and method for enriching a concept database with homogenous concepts
    66.
    发明授权
    System and method for enriching a concept database with homogenous concepts 有权

    公开(公告)号：US10691642B2

    公开(公告)日：2020-06-23

    申请号：US15698317

    申请日：2017-09-07

    Applicant: Cortica, Ltd.

    Inventor： Adam Harel ,  Igal Raichelgauz ,  Karina Odinaev ,  Yehoshua Y Zeevi

    IPC: G06F16/41 ,  G06F16/174 ,  G06F16/43 ,  G06F16/28 ,  G06F16/22 ,  G06F16/215 ,  G06F16/48

    Abstract: A system and method for enriching a concept database with homogenous concepts. The method includes determining, based on signatures of a first multimedia content element (MMCE) and signatures of a plurality of existing concepts in the concept database, at least one first concept; generating a reduced representation of the first MMCE, wherein the reduced representation excludes the signatures of the first MMCE that match the at least one first concept; comparing the reduced representation to signatures representing a plurality of second MMCEs to select a first plurality of top matching second MMCEs; generating, based on the reduced representation and the first plurality of top matching second MMCEs, at least one second concept; determining, for each second concept, whether the second concept is a homogenous concept, wherein each homogenous concept uniquely represents the same content; and adding each homogenous concept to the concept database.

    Systems and methods for generation of searchable structures respective of multimedia data content
    69.
    发明授权
    Systems and methods for generation of searchable structures respective of multimedia data content 有权

    公开(公告)号：US10360253B2

    公开(公告)日：2019-07-23

    申请号：US15416415

    申请日：2017-01-26

    Applicant: Cortica, Ltd.

    Inventor： Igal Raichelgauz ,  Karina Odinaev ,  Yehoshua Y Zeevi

    IPC: G06F17/00 ,  G06F16/41

    Abstract: A system and method for generating concept structures based on a plurality of multimedia data elements (MMDEs). The method includes: generating, based on the plurality of MMDEs, a plurality of patches, wherein each patch is at least a portion of one of the MMDEs; generating, based on the plurality of patches, a plurality of signatures for the plurality of MMDEs; clustering the generated plurality of signatures into a plurality of clusters; generating metadata for each of the plurality of clusters; and creating, based on the plurality of clusters, at least one concept structure, wherein each concept structure includes at least one of the plurality of clusters and the metadata associated with the at least one of the plurality of clusters.

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