公开(公告)号：US20210390856A1

公开(公告)日：2021-12-16

申请号：US17446322

申请日：2021-08-30

Applicant: Verizon Connect Development Limited

Inventor： Luca BRAVI ,  Tommaso MUGNAI ,  Alessandro GIANNINI

IPC: G08G1/14 ,  G05D1/02 ,  G06N20/00 ,  G06F16/9537

Abstract: A device may receive geographical data identifying a geographical area, and may receive, from vehicle devices of vehicles, first vehicle data identifying engine off conditions, locations during engine off conditions, and durations of the engine off conditions. The device may divide, based on the geographical data, the geographical area into clusters with particular dimensions, and may process data identifying the clusters and the first vehicle data, with a machine learning model, to determine parking data identifying public parking spaces in the geographical area. The device may receive, from a set of the vehicle devices associated with vehicles parked in the public parking spaces, vehicle data identifying engine on conditions and locations during the engine on conditions, and may identify available public parking spaces based on the second vehicle data and the parking data. The device may perform one or more actions based on data identifying the available public parking spaces.

公开(公告)号：US20210365700A1

公开(公告)日：2021-11-25

申请号：US17001161

申请日：2020-08-24

Applicant: Verizon Connect Development Limited

Inventor： Luca BRAVI ,  Luca KUBIN ,  Leonardo TACCARI ,  Francesco SAMBO ,  Matteo SIMONCINI ,  Douglas COIMBRA DE ANDRADE ,  Stefano CAPRASECCA

IPC: G06K9/00 ,  G06T7/70 ,  G06K9/62 ,  G08G1/052 ,  B60Q9/00 ,  G06N20/00 ,  G06N7/00

Abstract: A violation detection platform may obtain image data, location data, and sensor data associated with a vehicle. The violation detection platform may determine a probability that a frame of the image data includes an image of a stop sign. The violation detection platform may determine that the probability satisfies a probability threshold. The violation detection platform may identify location data and sensor data associated with the frame of the image data based on the probability satisfying the probability threshold. The violation detection platform may determine an occurrence of a type of a stop sign violation based on the probability, the location data, and the sensor data. The violation detection platform may perform one or more actions based on determining the occurrence of the type of the stop sign violation.

公开(公告)号：US20210362674A1

公开(公告)日：2021-11-25

申请号：US16880433

申请日：2020-05-21

Applicant: Verizon Connect Development Limited

Inventor： Louis BURGER ,  Sean McGINN ,  Mark SWORDS ,  Anton G. WIGLEY ,  Jose M. GOMEZ MONTERROSA, JR. ,  Nicholas HOOPER

IPC: B60R25/045 ,  B60R25/20 ,  B60R25/22 ,  B60R25/40

Abstract: A device may receive an arming signal associated with immobilizing a vehicle. The device may monitor, based on receiving the arming signal, a current associated with an electrical power output from a battery of the vehicle. The device may detect that a measurement of the current satisfies a threshold associated with an ignition component starting an engine of the vehicle. The device may control, based on detecting that the current satisfies the threshold, a bypass circuit to reduce the electrical power output to prevent the ignition component from starting the engine.

公开(公告)号：US12136278B2

公开(公告)日：2024-11-05

申请号：US18302979

申请日：2023-04-19

Applicant: Verizon Connect Development Limited

Inventor： Douglas Coimbra De Andrade ,  Andrea Benericetti ,  Aurel Pjetri ,  Leonardo Taccari ,  Francesco Sambo ,  Alex Quintero Garcia ,  Luca Bravi

IPC: G06V20/59 ,  B60W40/09 ,  B60W50/14 ,  G06N20/00 ,  G06T7/10 ,  G06V20/40 ,  G06V40/16

Abstract: A device may process the video data, with a first machine learning model, to identify a driver of a vehicle and may process the video data associated with the driver, with a second machine learning model, to detect behavior data identifying a behavior of the driver. The device may process the behavior data, with a third machine learning model, to determine distraction data identifying whether the behavior is classified as a distracted behavior. The device may process the behavior data, with a fourth machine learning model, to determine policy compliance data identifying whether the behavior satisfies one or more policies. The device may calculate a distraction score based on the distraction data and the video data, and may calculate a policy compliance score based on the policy compliance data and vehicle data. The device may perform one or more actions based on the distraction score and the policy compliance score.

公开(公告)号：US11803790B2

公开(公告)日：2023-10-31

申请号：US16995316

申请日：2020-08-17

Applicant: Verizon Connect Development Limited

Inventor： David Di Lorenzo ,  Gabriele Bianchi ,  Stefano Caprasecca ,  Francesco De Felice ,  Salvatore Impellizzieri

IPC: G06Q10/0631 ,  G06Q50/30 ,  G06N20/00 ,  G06Q10/047 ,  G07C5/08

CPC classification number: G06Q10/06313 ,  G06N20/00 ,  G06Q10/047 ,  G06Q10/0631 ,  G06Q50/30 ,  G07C5/0841

Abstract: A device may generate a shortest path tree based on a passenger starting point identified in driving data. The device may generate a graph with a first layer and a second layer that correspond to the shortest path tree and may add paths from nodes in the first layer to corresponding nodes in the second layer. The device may identify a first shortest path that starts from a driver starting node in the first layer and ends at a passenger end node in the second layer and a second shortest path that starts from the passenger end node and ends at a driver end node in the second layer. The device may calculate a shared cost associated with the driver and the passenger sharing a ride based on the first shortest path and the second shortest path. The device may generate a recommendation based on the shared cost.

公开(公告)号：US11721111B2

公开(公告)日：2023-08-08

申请号：US16949171

申请日：2020-10-16

Applicant: Verizon Connect Development Limited

Inventor： Tommaso Mugnai ,  Douglas Coimbra De Andrade ,  Giovanni Morini ,  Andrea Basile

IPC: G06T7/13 ,  G06V20/56 ,  G06N20/00 ,  G06T11/20 ,  G06V10/20 ,  G06N7/01

CPC classification number: G06V20/588 ,  G06N7/01 ,  G06N20/00 ,  G06T7/13 ,  G06T11/203 ,  G06V10/255 ,  G06T2207/20081 ,  G06T2207/30256 ,  G06T2210/12

Abstract: In some implementations, a device may receive an image that depicts an environment associated with a vehicle. The device may partition the image into a plurality of subsections. The device may analyze the plurality of subsections to determine respective subsection information, wherein subsection information, for an individual subsection, indicates: a probability score that the subsection includes a line segment associated with an object class, a position of a representative point of the line segment, and a direction of the line segment. The device may identify, based on the respective subsection information of the plurality of subsections, a line associated with the object class that is associated with a set of subsections of the plurality of subsections. The device may perform one or more actions based on identifying the line associated with the object class.

公开(公告)号：US11639857B2

公开(公告)日：2023-05-02

申请号：US17166403

申请日：2021-02-03

Applicant: Verizon Connect Development Limited

Inventor： Luca Bravi ,  Stefano Caprasecca ,  Matteo Simoncini ,  Leonardo Sarti

IPC: G01C21/36 ,  G01S19/42 ,  G01C21/28

Abstract: A rating platform can identify a point of interest (POI) among a first plurality of POIs included in a stop cluster. The rating platform can generate a plurality of unweighted user scores for the POI. Respective unweighted user scores, of the plurality of unweighted user scores is associated, can be associated with respective users of a plurality of users. The rating platform can generate a plurality of weighted user scores for the POI based on the plurality of unweighted user scores and respective weights assigned to respective users of the plurality of users. The rating platform can generate a POI score for the POI based on the plurality of weighted user scores. The rating platform can transmit, based on the POI score, an instruction to display, on the client device, information associated with the POI.

公开(公告)号：US20230037099A1

公开(公告)日：2023-02-02

申请号：US17938764

申请日：2022-10-07

Applicant: Verizon Connect Development Limited

Inventor： Tommaso BIANCONCINI ,  Stefano CAPRASECCA ,  Tommaso MUGNAI ,  Luca BRAVI ,  Francesco SAMBO ,  Leonardo TACCARI

IPC: G06V20/56 ,  G06T7/536 ,  G06T7/20 ,  G06K9/62

Abstract: A device may obtain video data associated with a driving event involving a first vehicle. The device may determine a vanishing point associated with the video data and may construct a cone of impact of the first vehicle based on the vanishing point. The device may detect a second vehicle within the cone of impact and may analyze the subset of video frames to determine a distance between the first vehicle and the second vehicle. The device may determine a speed of the first vehicle during a time period associated with a subset of video frames. The device may determine a headway score, representative of a severity associated with the first vehicle being within a proximity threshold of the second vehicle during the time period, based on the distance and the speed. The device may determine an occurrence of a tailgating event based on the headway score.

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

IPC: G06T7/70 ,  G06N3/08 ,  G06V20/56

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.

公开(公告)号：US20220327833A1

公开(公告)日：2022-10-13

申请号：US17810003

申请日：2022-06-30

Applicant: Verizon Connect Development Limited

Inventor： Francesco SAMBO ,  Leonardo TACCARI ,  Marco BOSCHI ,  Luca DE LUIGI ,  Samuele SALTI

IPC: G06V20/40 ,  G06T7/20 ,  G08G1/00 ,  G07C5/00 ,  G06T17/20

Abstract: A device may receive, from a first vehicle, video data for video captured of a location associated with an accident for a second vehicle, and may process the video data, with a first model, to generate a sparse point cloud of the location associated with the accident. The device may process the video data, with a second model, to generate depth maps for frames of the video data, and may utilize the depth maps with the sparse point cloud to generate a dense point cloud. The device may process the video data, with a third model, to generate a dense semantic point cloud, and may process the dense semantic point cloud, with a fourth model, to determine a dense semantic overhead view of the location associated with the accident. The device may perform actions based on the dense semantic overhead view.