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公开(公告)号：US20200372242A1
公开(公告)日：2020-11-26
申请号：US16989530
申请日：2020-08-10
Applicant: AT&T Intellectual Property I, L.P.
Inventor： Lee Begeja , Zhu Liu , Yadong Mu , Bernard S. Renger , David Crawford Gibbon , Behzad Shahraray , Raghuraman Gopalan , Eric Zavesky
IPC: G06K9/00 , H04N7/18 , G06T7/20 , G11B27/028 , G11B27/031
Abstract: Aspects of the subject disclosure may include, for example, systems and methods aggregating video content and adjusting the aggregate video content according to a training model. The adjusted aggregate video content comprises a first subset of the images and does not comprise a second subset of the images. The first subset of the images is determined by the training model based on a plurality of categories corresponding to a plurality of events. The illustrative embodiments also include presenting the adjusted aggregate video content and receiving identifications for the first subset of the images in the aggregate video content. Further, the illustrative embodiments include adjusting the training model according to the identifications and providing the adjusted training model to a network device. Other embodiments are disclosed.
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公开(公告)号：US10325143B2
公开(公告)日：2019-06-18
申请号：US15886027
申请日：2018-02-01
Applicant: AT&T Intellectual Property I, L.P.
Inventor： Lee Begeja , Zhu Liu , Yadong Mu , Bernard S. Renger , David Crawford Gibbon , Behzad Shahraray , Raghuraman Gopalan , Eric Zavesky
IPC: G06K9/00 , H04N7/18 , G06T7/20 , G11B27/028 , G11B27/031
Abstract: Aspects of the subject disclosure may include, for example, systems and methods aggregating video content and adjusting the aggregate video content according to a training model. The adjusted aggregate video content comprises a first subset of the images and does not comprise a second subset of the images. The first subset of the images is determined by the training model based on a plurality of categories corresponding to a plurality of events. The illustrative embodiments also include presenting the adjusted aggregate video content and receiving identifications for the first subset of the images in the aggregate video content. Further, the illustrative embodiments include adjusting the training model according to the identifications and providing the adjusted training model to a network device. Other embodiments are disclosed.
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公开(公告)号：US10117058B2
公开(公告)日：2018-10-30
申请号：US15078867
申请日：2016-03-23
Applicant: AT&T INTELLECTUAL PROPERTY I, L.P.
Inventor： Lee Begeja , David Crawford Gibbon , Raghuraman Gopalan , Zhu Liu , Yadong Mu , Bernard S. Renger , Behzad Shahraray , Eric Zavesky
IPC: H04J3/00 , G06F15/167 , G06F15/16 , H04W4/02 , H04L29/06
Abstract: A method includes accessing information identifying user devices, and accessing media consumption data indicating content requests corresponding to the user devices. The method also includes determining expected locations of the user devices based on the information, and determining forecasted content requests based on the media consumption data. The method further includes generating a pre-caching schedule based on the forecasted content requests and the expected locations, and determining that the pre-caching schedule indicates that particular media data is to be provided via a multicast transmission to a first user device and to a second user device. The method also includes sending an instruction to the first user device directing the first user device to store the particular media data. The method includes sending, responsive to a request from the second user device, the particular media data via the multicast transmission to the first user device and to the second user device.
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公开(公告)号：US20170353582A1
公开(公告)日：2017-12-07
申请号：US15171041
申请日：2016-06-02
Applicant: AT&T Intellectual Property I, L.P.
Inventor： ERIC Zavesky , Lee Begeja , David Crawford Gibbon , Raghuraman Gopalan , Zhu Liu , Yadong Mu , Bernard S. Renger , Behzad Shahraray
CPC classification number: H04L67/327 , H04L12/28 , H04L43/16 , H04L67/125 , H04W4/90
Abstract: A method and apparatus for providing a recommended action are disclosed. For example, the method receives first data that is measured via at least one sensor deployed at a venue, receives second data from at least one user endpoint device present at the venue, wherein the second data comprises data that is measured via a sensor associated with the at least one user endpoint device, applies a perception model of the venue to the first data and the second data that are received, generates at least one recommended action when a threshold is reached, wherein the threshold is established for generating the at least one recommended action, and provides an update to the perception model of the venue based on the at least one recommended action that is generated.
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公开(公告)号：US11039210B2
公开(公告)日：2021-06-15
申请号：US16732455
申请日：2020-01-02
Applicant: AT&T Intellectual Property I, L.P.
Inventor： David Crawford Gibbon , Yadong Mu , Lee Begeja , Bernard S. Renger , Raghuraman Gopalan , Behzad Shahraray , Zhu Liu , Eric Zavesky
IPC: H04N21/45 , H04N21/25 , H04N21/482 , H04N21/214 , H04N21/258 , H04N21/442
Abstract: Aspects of the subject disclosure may include, for example, a system and method for selecting media content for a group of persons located at a venue. The system and method identify a plurality of viewers in a vicinity of a venue that has one or more display devices from location data and extracts a content viewing preference of each viewer from their profile data. The process includes aggregating the content viewing preference of each of the plurality of viewers to generate an aggregated content profile. Based on the aggregated content profile, a list of content is generated. Next, a first group of viewers approaching a viewing range of a display device are sensed by imaging data. Any conflicts between content viewing preferences of the first group of viewers are detected and resolved based on weighting the viewing preferences of the group. Other embodiments are disclosed.
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Patent Agency Ranking
公开(公告)号：US20190258847A1
公开(公告)日：2019-08-22
申请号：US16400180
申请日：2019-05-01
Applicant: AT&T Intellectual Property I, L.P.
Inventor： Lee Begeja , Zhu Liu , Yadong Mu , Bernard S. Renger , David Crawford Gibbon , Behzad Shahraray , Raghuraman Gopalan , Eric Zavesky
IPC: G06K9/00 , H04N7/18 , G11B27/031 , G06T7/20 , G11B27/028
Abstract: Aspects of the subject disclosure may include, for example, systems and methods aggregating video content and adjusting the aggregate video content according to a training model. The adjusted aggregate video content comprises a first subset of the images and does not comprise a second subset of the images. The first subset of the images is determined by the training model based on a plurality of categories corresponding to a plurality of events. The illustrative embodiments also include presenting the adjusted aggregate video content and receiving identifications for the first subset of the images in the aggregate video content. Further, the illustrative embodiments include adjusting the training model according to the identifications and providing the adjusted training model to a network device. Other embodiments are disclosed.
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公开(公告)号：US10225369B2
公开(公告)日：2019-03-05
申请号：US15171041
申请日：2016-06-02
Applicant: AT&T Intellectual Property I, L.P.
Inventor： Eric Zavesky , Lee Begeja , David Crawford Gibbon , Raghuraman Gopalan , Zhu Liu , Yadong Mu , Bernard S. Renger , Behzad Shahraray
Abstract: A method and apparatus for providing a recommended action are disclosed. For example, the method receives first data that is measured via at least one sensor deployed at a venue, receives second data from at least one user endpoint device present at the venue, wherein the second data comprises data that is measured via a sensor associated with the at least one user endpoint device, applies a perception model of the venue to the first data and the second data that are received, generates at least one recommended action when a threshold is reached, wherein the threshold is established for generating the at least one recommended action, and provides an update to the perception model of the venue based on the at least one recommended action that is generated.
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公开(公告)号：US20160358043A1
公开(公告)日：2016-12-08
申请号：US14732463
申请日：2015-06-05
Applicant: AT&T INTELLECTUAL PROPERTY I, L.P.
CPC classification number: G06K9/66 , G06F17/30256 , G06F17/3028 , G06F17/30598 , G06K9/6217 , G06N3/04 , G06N3/0454
Abstract: A method includes receiving, at a neural network, a subset of images of a plurality of images of a training image set. The method includes training the neural network by iteratively adjusting parameters of the neural network based on concurrent application of multiple loss functions to the subset of images. The multiple loss functions include a classification loss function and a hashing loss function. The classification loss function is associated with an image classification function that extracts image features from an image. The hashing loss function is associated with a hashing function that generates a hash code for the image.
Abstract translation: 一种方法包括在神经网络处接收训练图像集合的多个图像的图像的子集。 该方法包括通过对基于图像子集的多个损失函数的并发应用，迭代地调整神经网络的参数来训练神经网络。 多重损失函数包括分类丢失函数和散列丢失函数。 分类丢失函数与从图像中提取图像特征的图像分类功能相关联。 哈希丢失函数与为图像生成哈希码的散列函数相关联。
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公开(公告)号：US11252638B2
公开(公告)日：2022-02-15
申请号：US16558281
申请日：2019-09-02
Applicant: AT&T Intellectual Property I, L.P.
Inventor： Eric Zavesky , Zhu Liu , Lee Begeja , Yadong Mu , David Crawford Gibbon , Bernard S. Renger , Raghuraman Gopalan , Behzad Shahraray
Abstract: Devices, computer-readable media, and methods are disclosed for assigning a service to a vehicle-based mobile node. For example, a processor deployed in a communication network may receive a request for the service from a mobile endpoint device, determine a route of the mobile endpoint device, determine a route of the vehicle-based mobile node, and assign the service to the vehicle-based mobile node when the route of the mobile endpoint device and the route of the vehicle-based mobile node coincide.
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公开(公告)号：US10560745B2
公开(公告)日：2020-02-11
申请号：US16114624
申请日：2018-08-28
Applicant: AT&T Intellectual Property I, L.P.
Inventor： David Crawford Gibbon , Yadong Mu , Lee Begeja , Bernard S. Renger , Raghuraman Gopalan , Behzad Shahraray , Zhu Liu , Eric Zavesky
IPC: H04N21/45 , H04N21/25 , H04N21/482 , H04N21/214 , H04N21/258 , H04N21/442
Abstract: Aspects of the subject disclosure may include, for example, a system and method for selecting media content for a group of persons located at a venue. The system and method identify a plurality of viewers in a vicinity of a venue that has one or more display devices from location data and extracts a content viewing preference of each viewer from their profile data. The process includes aggregating the content viewing preference of each of the plurality of viewers to generate an aggregated content profile. Based on the aggregated content profile, a list of content is generated. Next, a first group of viewers approaching a viewing range of a display device are sensed by imaging data. Any conflicts between content viewing preferences of the first group of viewers are detected and resolved based on weighting the viewing preferences of the group. Other embodiments are disclosed.
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