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公开(公告)号:US11654924B2
公开(公告)日:2023-05-23
申请号:US17820633
申请日:2022-08-18
Applicant: Verizon Connect Development Limited
Inventor: Matteo Simoncini , Douglas Coimbra De Andrade , Samuele Salti , Leonardo Taccari , Fabio Schoen , Francesco Sambo , Leonardo Sarti
CPC classification number: B60W40/09 , G06F21/35 , G06V20/588 , G07C5/008 , G07C5/0891 , G08G1/20 , B60W2540/30
Abstract: A maneuver classification platform may obtain video data and telematic data that are associated with a driving event involving a vehicle. The maneuver classification platform may analyze the video data to identify a path of the vehicle along a roadway during the driving event, and based on markings of a plurality of roadways. The maneuver classification platform may analyze the video data to determine a type of a vehicle maneuver performed by the vehicle during the driving event. The maneuver classification platform may determine a maneuver score of the driving event based on the type of the vehicle maneuver, the path of the vehicle, and the telematic data. The maneuver classification platform may send a message associated with the maneuver score and a vehicle identifier of the vehicle to a client device to permit the client device to use the maneuver score.
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2.
公开(公告)号:US11922651B2
公开(公告)日:2024-03-05
申请号:US18061124
申请日:2022-12-02
Applicant: Verizon Connect Development Limited
Inventor: Simone Magistri , Francesco Sambo , Douglas Coimbra De Andrade , Fabio Schoen , Matteo Simoncini , Luca Bravi , Stefano Caprasecca , Luca Kubin , Leonardo Taccari
CPC classification number: G06T7/70 , G06N3/08 , G06V20/56 , G06T2207/20076 , G06T2207/20081 , G06T2207/20084 , G06T2207/30252
Abstract: A device may receive a first image. The device may process the first image to identify an object in the first image and a location of the object within the first image. The device may extract a second image from the first image based on the location of the object within the first image. The device may process the second image to determine at least one of a coarse-grained viewpoint estimate or a fine-grained viewpoint estimate associated with the object. The device may determine an object viewpoint associated with the second vehicle based on the at least one of the coarse-grained viewpoint estimate or the fine-grained viewpoint estimate. The device may perform one or more actions based on the object viewpoint.
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公开(公告)号:US11710082B2
公开(公告)日:2023-07-25
申请号:US17227628
申请日:2021-04-12
Applicant: Verizon Connect Development Limited
Inventor: Matteo Simoncini , Aurel Pjetri , Francesco Sambo , Alessandro Lori , Fabio Schoen
CPC classification number: G06N20/20 , B60W40/09 , B60W50/12 , G06F18/21 , G06V20/597 , B60W2050/0071
Abstract: A device may receive vehicle operation data associated with operation of a plurality of vehicles, and may process the vehicle operation data to generate processed vehicle operation data. The device may extract multiple features from the processed vehicle operation data, and may train machine learning models, with the multiple features, to generate trained machine learning models that provide model outputs. The device may process the multiple features, with a feature selection model and based on the model outputs, to select sets of features from the plurality of features, and may process the sets of features, with the trained machine learning models, to generate indications of driving behavior and reliabilities of the indications. The device may select a set of features, from the sets of features, based on the indications and the reliabilities, where the set of features may be calculated by a device associated with a particular vehicle.
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4.
公开(公告)号:US11532096B2
公开(公告)日:2022-12-20
申请号:US17001166
申请日:2020-08-24
Applicant: Verizon Connect Development Limited
Inventor: Simone Magistri , Francesco Sambo , Douglas Coimbra de Andrade , Fabio Schoen , Matteo Simoncini , Luca Bravi , Stefano Caprasecca , Luca Kubin , Leonardo Taccari
Abstract: A device may receive a first image. The device may process the first image to identify an object in the first image and a location of the object within the first image. The device may extract a second image from the first image based on the location of the object within the first image. The device may process the second image to determine at least one of a coarse-grained viewpoint estimate or a fine-grained viewpoint estimate associated with the object. The device may determine an object viewpoint associated with the second vehicle based on the at least one of the coarse-grained viewpoint estimate or the fine-grained viewpoint estimate. The device may perform one or more actions based on the object viewpoint.
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公开(公告)号:US11440555B2
公开(公告)日:2022-09-13
申请号:US16947918
申请日:2020-08-24
Applicant: Verizon Connect Development Limited
Inventor: Matteo Simoncini , Douglas Coimbra De Andrade , Samuele Salti , Leonardo Taccari , Fabio Schoen , Francesco Sambo , Leonardo Sarti
Abstract: A maneuver classification platform may obtain video data and telematic data that are associated with a driving event involving a vehicle. The maneuver classification platform may analyze the video data to identify a path of the vehicle along a roadway during the driving event, and based on markings of a plurality of roadways. The maneuver classification platform may analyze the video data to determine a type of a vehicle maneuver performed by the vehicle during the driving event. The maneuver classification platform may determine a maneuver score of the driving event based on the type of the vehicle maneuver, the path of the vehicle, and the telematic data. The maneuver classification platform may send a message associated with the maneuver score and a vehicle identifier of the vehicle to a client device to permit the client device to use the maneuver score.
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