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公开(公告)号：US20230228848A1
公开(公告)日：2023-07-20
申请号：US18155720
申请日：2023-01-17
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Omer Jackobson
IPC: G01S7/41 , G01S13/931
CPC classification number: G01S7/417 , G01S13/931
Abstract: A method for radar based object classification, the method may include obtaining multiple radar samples of an object; the multiple radar samples were acquired at different acquisition times; wherein the multiple radar samples comprise a plurality of first radar sample parameters; calculating second radar sample parameters for the multiple radar samples, by applying one or more non-linear functions on at least some of the plurality of first radar sample parameters of at least some of the multiple radar samples; generating an object signature that comprises temporal information and inter-parameter correlation information; wherein the generating comprises feeding, to each one of a deep neural network (DNN) and a time delay neural network (TDNN), (a) at least some of the plurality of first radar sample parameters, and (b) at least some of the second radar sample parameters; and classifying, by a classifier, the signature to a signature class.
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公开(公告)号：US20230027584A1
公开(公告)日：2023-01-26
申请号：US17813589
申请日：2022-07-19
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Igal Raichelgauz , Karina Odinaev , Adam HAREL
Abstract: A method for providing an audio-based model of an environment of a vehicle, the method may include obtaining, during a driving session of a vehicle, sensed information about the environment of the vehicle; wherein the sensed information may include sensed audio information. The sensed information may also include at least one type of non-audio sensed information; and generating an audio-based model of the environment based, at least in part, on the sensed audio information.
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公开(公告)号：US20220412745A1
公开(公告)日：2022-12-29
申请号：US17808938
申请日：2022-06-24
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Igal Raichelgauz
IPC: G01C21/30 , B60W60/00 , G01C21/00 , G01S13/931
Abstract: A method that includes obtaining vehicle sensed environment information by at least one sensor of a vehicle; determining, by an initial location estimate module of the vehicle, an initial location estimate of the vehicle; obtaining, by processor of the vehicle, aerial map segment information related to a segment of an aerial map, the segment comprises an environment of the initial location estimate of the vehicle; determining, based on the vehicle sensed information and on the aerial map segment information, to perform the driving related operation within at least the environment of the initial location estimate of the vehicle; and performing the driving related operation.
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公开(公告)号：US20220234501A1
公开(公告)日：2022-07-28
申请号：US17648928
申请日：2022-01-25
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Karina ODINAEV , Igal RAICHELGAUZ
Abstract: A method for providing an in-vehicle indication, the method may include obtaining, during a driving session of a vehicle, external audio information about audio generated outside the vehicle; determining whether the audio generated outside the vehicle comprises driving affecting audio; and generating the in-vehicle indication, within the vehicle, when determining that the audio generated outside comprises driving affecting audio. The in-vehicle indication is indicative about the driving affecting audio generated outside the vehicle.
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公开(公告)号：US20220172621A1
公开(公告)日：2022-06-02
申请号：US17444191
申请日：2021-08-01
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Boaz Mell , Adam Harel , Igal Raichelgauz
IPC: G08G1/14 , B60W40/12 , B60W40/08 , B60W30/06 , B60W50/14 , G06V20/58 , G06V20/56 , G06V10/764 , G06N20/00
Abstract: A method for bypass alert, the method may include obtaining during a driving session of a vehicle, sensed information about an environment of the first vehicle, by one of more vehicle sensors of the vehicle; detecting that the vehicle is within a certain distance from a destination of the driving session; detecting, using a first machine learning process, one or more parking indicators that are indicative of an allowable parking area that precedes the vehicle; detecting a vacant parking space within the parking area that is large enough to facilitate a parking of the vehicle within the vacant parking space; and responding to the vacant parking space.
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Patent Agency Ranking
公开(公告)号：US20220153275A1
公开(公告)日：2022-05-19
申请号：US17455004
申请日：2021-11-15
Applicant: Autobrains Technologies Ltd
Inventor： Igal Raichelgauz , Karina Odinaev
Abstract: An autonomous driving system incorporating human communication into driving related decisions.
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公开(公告)号：US20220111862A1
公开(公告)日：2022-04-14
申请号：US17445312
申请日：2021-08-17
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Igal Raichelgauz , Adam Harel , Roi Saida
Abstract: A method for determining driving related features of a vehicle, which may include repeating, during each time interval out of multiple time intervals of a period: obtaining sensed information during at least a part of the time interval; selecting, based on a predefined decision, a selected sub-set of narrow artificial intelligence (AI) agents; and calculating one or more driving related feature. The calculating may include applying the selected sub-set of narrow AI agents on the sensed information.
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公开(公告)号：US20220027734A1
公开(公告)日：2022-01-27
申请号：US17443251
申请日：2021-07-22
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Yuval Woldman , Roi Saida
Abstract: An apparatus that may include a neural network processor, the neural network processor comprises multiple building blocks. Each of the at least some of the building blocks may include, may consist or may consist essentially of an input, an output and at least one array convolution unit.
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公开(公告)号：US20220024488A1
公开(公告)日：2022-01-27
申请号：US17443303
申请日：2021-07-23
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Boaz MELL , Adam HAREL , Igal RAICHELGAUZ
Abstract: A method for child forward collision warning, the method may include sensing sensed information about an environment of a vehicle; detecting, based on the sensed information, a situation related to the environment; detecting, based on the sensed information, one or more children within the environment; classifying each child of the one or more children to a class; predicting, using a machine leaning process, a future behavior of the one or more children and an impact of the future behavior of the one or more children on a future progress of the vehicle; wherein the predicting of each child of the one or more children is responsive to a class of the child and to the situation; and responding to the predicting.
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公开(公告)号：US20220024468A1
公开(公告)日：2022-01-27
申请号：US17443315
申请日：2021-07-23
Applicant: AUTOBRAINS TECHNOLOGIES LTD
Inventor： Boaz Mell , Adam Harel , Igal Raichelgauz
Abstract: There may be provided a method for electrical scooter alert, the method may include sensing sensed information about an environment of a vehicle; detecting, based on the sensed information, a situation related to the environment; detecting, based on the sensed information, a electrical scooter within the environment; predicting, using a machine leaning process and based in the situation, a future behavior of the electrical scooter and an impact of the future behavior of the electrical scooter on a future progress of the vehicle; and responding to the predicting.
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