Method and Apparatus for Tracking Assets in One or More Optical Domains

    公开(公告)号:US20170300794A1

    公开(公告)日:2017-10-19

    申请号:US15130239

    申请日:2016-04-15

    CPC classification number: G02B27/32 G06Q10/0833

    Abstract: In one implementation, a method of tracking assets includes obtaining a first image in a first optical domain, where the first optical domain is characterized by a first frequency range. The method also includes detecting a tracking apparatus (e.g., a tag) within the first image in the first optical domain, where a first feature of the tracking apparatus serves as a beacon enabling optical discrimination of the tracking apparatus in the first frequency range. The method further includes determining information associated with the tracking apparatus based on the arrangement of a second feature of the tracking apparatus provided to convey a data set associated with the tracking apparatus.

    OPTIMIZING WIRELESS NETWORKS BY PREDICTING APPLICATION PERFORMANCE WITH SEPARATE NEURAL NETWORK MODELS

    公开(公告)号:US20190205749A1

    公开(公告)日:2019-07-04

    申请号:US15860307

    申请日:2018-01-02

    CPC classification number: G06N3/08 G06N7/005

    Abstract: A network device that is configured to optimize network performance collects a training dataset representing one or more network device states. The network device trains a first model with the training dataset. The first model may be trained to generate one or more fabricated attributes of artificial network traffic through the network device. The network device trains a second model with the training dataset. The second model may be trained to generate a predictive experience metric that represents a predicted performance of an application program of a client device communicating traffic via the network. The network device generates the fabricated attributes based on the training of the first model. The network device generates the predictive experience metric based on the training of the second model and using the one or more fabricated attributes. The network device alters configurations of the network based on the predictive experience metric.

    CLUSTERING-BASED PERSON RE-IDENTIFICATION
    15.
    发明申请

    公开(公告)号:US20180204093A1

    公开(公告)日:2018-07-19

    申请号:US15409821

    申请日:2017-01-19

    Abstract: Presented herein are techniques for assignment of an identity to a group of captured images. A plurality of captured images that each include an image of at least one person are obtained. For each of the plurality of captured images, relational metrics indicating a relationship between the image of the person in a respective captured image and the images of the persons in each of the remaining plurality of captured images is calculated. Based on the relational metrics, a clustering process is performed to generate one or more clusters from the plurality of captured images. Each of the one or more clusters are associated with an identity of an identity database. The one or more clusters may each be associated with an existing identity of the identity database or an additional identity that is not yet present in the identity database.

    Clustering-based person re-identification

    公开(公告)号:US10275683B2

    公开(公告)日:2019-04-30

    申请号:US15409821

    申请日:2017-01-19

    Abstract: Presented herein are techniques for assignment of an identity to a group of captured images. A plurality of captured images that each include an image of at least one person are obtained. For each of the plurality of captured images, relational metrics indicating a relationship between the image of the person in a respective captured image and the images of the persons in each of the remaining plurality of captured images is calculated. Based on the relational metrics, a clustering process is performed to generate one or more clusters from the plurality of captured images. Each of the one or more clusters are associated with an identity of an identity database. The one or more clusters may each be associated with an existing identity of the identity database or an additional identity that is not yet present in the identity database.

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