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公开(公告)号:US11840258B2
公开(公告)日:2023-12-12
申请号:US17106746
申请日:2020-11-30
Applicant: Mobileye Vision Technologies Ltd.
Inventor: Shai Shalev-Shwartz , Shaked Shammah , Amnon Shashua , Barak Cohen , Zeev Adelman
IPC: B60W60/00 , B60W30/18 , B60W40/02 , B60W40/105 , B60W40/107 , G06T7/70 , B60W30/09 , G05D1/02 , G06T7/20 , B60W30/095 , G06V20/58 , G06V40/10
CPC classification number: B60W60/0016 , B60W30/09 , B60W30/0953 , B60W30/0956 , B60W30/181 , B60W30/18163 , B60W40/02 , B60W40/105 , B60W40/107 , B60W60/0015 , G05D1/0214 , G05D1/0231 , G05D1/0246 , G06T7/20 , G06T7/70 , G06V20/58 , G06V20/584 , G06V40/10 , B60W2420/42 , B60W2420/52 , B60W2510/18 , B60W2520/105 , B60W2520/12 , B60W2520/125 , B60W2520/14 , B60W2530/201 , B60W2552/45 , B60W2554/4029 , B60W2554/4041 , B60W2554/4042 , B60W2554/4043 , B60W2554/4044 , B60W2554/80 , B60W2554/801 , B60W2555/60 , B60W2720/10 , G05D2201/0213 , G06T2207/30196 , G06T2207/30261 , G06V2201/07
Abstract: Systems and methods are provided for vehicle navigation. In one implementation, a system may comprise an interface to obtain sensing data of an environment of the host vehicle. A processing device may be configured to determine a planned navigational action for the host vehicle; identify a target vehicle in the environment of the host vehicle; predict a resulting distance between the host and target vehicles if the planned action were taken; determine a host vehicle stopping distance based on a braking rate, maximum acceleration capability, and current speed of the host vehicle; determine a target vehicle stopping distance based on a braking rate and current speed of the target vehicle; and continue with the planned navigational action while the predicted distance is greater than a minimum safe longitudinal distance calculated based on the host vehicle stopping distance and the target vehicle stopping distance.
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公开(公告)号:US11834040B2
公开(公告)日:2023-12-05
申请号:US17175915
申请日:2021-02-15
Applicant: Mobileye Vision Technologies Ltd.
Inventor: Hila Aharony , Maria Dyshel , Amir Harel , Meital Rabani , Shaked Shammah , Kobi Horn
IPC: B60W30/095 , B60W10/20 , B60W10/18 , B60W10/04 , G08G1/0962 , G06V20/56
CPC classification number: B60W30/0956 , B60W10/04 , B60W10/18 , B60W10/20 , B60W30/0953 , G06V20/588 , G08G1/09623 , B60W2420/403 , B60W2710/18 , B60W2710/20 , B60W2720/10
Abstract: Systems and methods use cameras to provide autonomous and/or driver-assist navigation features. In some implementations, techniques for predicting the location of first roadway lane constraints are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize a first roadway lane constraint, and, when lane prediction conditions are determined to be satisfied, predict a location of a second roadway lane constraint. In some implementations, techniques for detecting and responding to construction zones are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize indicators of a construction zone in the images, determine that the vehicle is proximate to a construction zone, and output a signal indicating that the vehicle is proximate to a construction zone.
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公开(公告)号:US11820365B2
公开(公告)日:2023-11-21
申请号:US17182702
申请日:2021-02-23
Applicant: Mobileye Vision Technologies Ltd.
Inventor: Shai Shalev-Shwartz , Shaked Shammah , Amnon Shashua
IPC: B60W30/09 , B60W10/18 , B60W10/20 , B60W40/06 , B60W40/105 , B60W50/08 , B60W30/18 , B60W30/095 , B60W50/12 , B60W10/06 , B60W30/165
CPC classification number: B60W30/09 , B60W10/06 , B60W10/18 , B60W10/20 , B60W30/0953 , B60W30/0956 , B60W30/165 , B60W30/18154 , B60W30/18163 , B60W40/06 , B60W40/105 , B60W50/087 , B60W50/12 , B60W2420/42 , B60W2420/52 , B60W2510/18 , B60W2520/10 , B60W2520/105 , B60W2552/00 , B60W2554/00 , B60W2554/80 , B60W2555/20 , B60W2710/18 , B60W2710/20 , B60W2754/30
Abstract: A system for a host vehicle includes a processor programmed to receive, from an image capture device, an image representative of an environment of the host vehicle, detect at least one obstacle in the environment of the host vehicle based on an analysis of the at least one image, determine a velocity of the host vehicle and a predicted path for the host vehicle, monitor a driver input to at least one of a throttle control, a brake control, or a steering control associated with the host vehicle, and determine whether the driver input would result in the host vehicle navigating within a proximity buffer relative to the at least one obstacle, wherein the proximity buffer is determined based on the determined velocity, a maximum acceleration capacity of the host vehicle, and a maximum braking capacity of the host vehicle, and a reaction time associated with the host vehicle.
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公开(公告)号:US11738741B2
公开(公告)日:2023-08-29
申请号:US16507773
申请日:2019-07-10
Applicant: Mobileye Vision Technologies Ltd.
Inventor: Shai Shalev-Shwartz , Amnon Shashua , Gideon Stein , Shaked Shammah
IPC: B60W30/09 , G05D1/02 , G08G1/01 , G08G1/0968 , B60W30/095 , B60W30/16 , B60W30/18 , B60W50/10 , G05D1/00 , G06V20/56 , G06V20/58 , G01C21/36 , G08G1/16 , B60W30/165 , G06T7/70
CPC classification number: B60W30/09 , B60W30/0956 , B60W30/162 , B60W30/18163 , B60W50/10 , G05D1/0088 , G05D1/0214 , G05D1/0223 , G05D1/0253 , G06V20/56 , G06V20/584 , G08G1/0145 , G08G1/0968 , B60W30/165 , B60W2300/15 , B60W2300/17 , B60W2420/42 , B60W2540/215 , B60W2540/30 , B60W2554/80 , B60W2554/801 , B60W2554/804 , G01C21/3658 , G05D1/0246 , G05D2201/0201 , G05D2201/0202 , G05D2201/0213 , G06T7/70 , G06T2207/30256 , G06V2201/08 , G08G1/167
Abstract: A navigation system for a host vehicle is provided. The system may comprise at least one processing device programmed to receive, from a camera, a plurality of images representative of an environment of the host vehicle; analyze the plurality of images to identify at least one vehicle-induced occlusion zone in an environment of the host vehicle; and cause a navigational change for the host vehicle based, at least in part, on a size of a target vehicle that induces the identified occlusion zone.
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公开(公告)号:US11731617B2
公开(公告)日:2023-08-22
申请号:US17106700
申请日:2020-11-30
Applicant: Mobileye Vision Technologies Ltd.
Inventor: Shai Shalev-Shwartz , Shaked Shammah , Amnon Shashua , Barak Cohen , Zeev Adelman , Oded Berberian
IPC: B60W30/09 , B60W10/18 , B60W10/20 , B60W40/06 , B60W40/105 , B60W50/08 , B60W30/18 , B60W30/095 , B60W50/12 , B60W10/06 , B60W30/165
CPC classification number: B60W30/09 , B60W10/06 , B60W10/18 , B60W10/20 , B60W30/0953 , B60W30/0956 , B60W30/165 , B60W30/18154 , B60W30/18163 , B60W40/06 , B60W40/105 , B60W50/087 , B60W50/12 , B60W2420/42 , B60W2420/52 , B60W2510/18 , B60W2520/10 , B60W2520/105 , B60W2552/00 , B60W2554/00 , B60W2554/80 , B60W2555/20 , B60W2710/18 , B60W2710/20 , B60W2754/30
Abstract: Systems and methods are provided for vehicle navigation. In one implementation, a system may comprise an interface to obtain sensing data of an environment of the host vehicle. A processing device may be configured to determine a planned navigational action for the host vehicle; identify a target vehicle in the environment of the host vehicle; predict a following distance between the host vehicle and the target vehicle that would result if the planned navigational action was taken; determine a host vehicle braking distance based on a braking capability, acceleration capability, and speed of the host vehicle; determine a target vehicle braking distance, based on a speed and maximum braking capability of the target vehicle; and implement the planned navigational action when the predicted following distance is greater than a minimum safe longitudinal distance based on the determined host vehicle braking distance and the determined target vehicle braking distance.
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公开(公告)号:US11430071B2
公开(公告)日:2022-08-30
申请号:US17132354
申请日:2020-12-23
Applicant: Mobileye Vision Technologies Ltd.
Inventor: Shai Shalev-Shwartz , Amnon Shashua , Shaked Shammah
IPC: B60W30/095 , G06Q40/08 , B60W30/09 , G05D1/00 , G07C5/02 , G07C5/08 , G05D1/02 , G08G1/16 , B60W10/04 , B60W10/20 , B60W30/18 , G01C21/36 , G01C21/34 , G06Q10/00 , B60W10/18
Abstract: A method including operations to obtain a planned driving action for accomplishing a navigational goal of a host vehicle on a roadway, identify a planned trajectory for the host vehicle, corresponding to the planned driving action, identify, from sensor data representative of an environment of the host vehicle, an occluded location of a potential object that is occluded from view of the host vehicle, identify a possible trajectory of the potential object, based on possible movement of the potential object from the location into the roadway, identify an intersection of the planned trajectory for the host vehicle with the possible trajectory for the potential object, determine a safety action of the host vehicle to respond to the possible movement of the potential object, and apply the safety action to change the planned driving action of the host vehicle.
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公开(公告)号:US20210291827A1
公开(公告)日:2021-09-23
申请号:US17175915
申请日:2021-02-15
Applicant: Mobileye Vision Technologies Ltd.
Inventor: Hila Aharony , Maria Dyshel , Amir Harel , Meital Rabani , Shaked Shammah , Kobi Horn
IPC: B60W30/095 , B60W10/20 , B60W10/18 , B60W10/04 , G08G1/0962 , G06K9/00
Abstract: Systems and methods use cameras to provide autonomous and/or driver-assist navigation features. In some implementations, techniques for predicting the location of first roadway lane constraints are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize a first roadway lane constraint, and, when lane prediction conditions are determined to be satisfied, predict a location of a second roadway lane constraint. In some implementations, techniques for detecting and responding to construction zones are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize indicators of a construction zone in the images, determine that the vehicle is proximate to a construction zone, and output a signal indicating that the vehicle is proximate to a construction zone.
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公开(公告)号:US20210162995A1
公开(公告)日:2021-06-03
申请号:US17174689
申请日:2021-02-12
Applicant: Mobileye Vision Technologies Ltd.
Inventor: Shai Shalev-Shwartz , Shaked Shammah , Amnon Shashua , Barak Cohen , Zeev Adelman
Abstract: Systems and methods are provided for navigating a host vehicle. At least one processing device may be programmed to receive an image of an environment of the host vehicle; detect, based on analysis of the image, a pedestrian crosswalk in the image; detect a presence of a traffic light and determine whether the traffic light is relevant to the host vehicle and the pedestrian crosswalk; determine a state of the traffic light; determine, when a pedestrian appears in the image, a proximity of the pedestrian relative to the pedestrian crosswalk; determine a planned navigational action for navigating the host vehicle relative to the pedestrian crosswalk based on a driving policy, the state of the traffic light and the proximity of the pedestrian relative to the pedestrian crosswalk; and cause one or more actuator systems of the host vehicle to implement the planned navigational action.
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公开(公告)号:US20210034068A1
公开(公告)日:2021-02-04
申请号:US17075147
申请日:2020-10-20
Applicant: MOBILEYE VISION TECHNOLOGIES LTD.
Inventor: SHAI SHALEV-SHWARTZ , Amnon Shashua , Shaked Shammah
IPC: G05D1/02 , G06N20/00 , B60W30/09 , G01C21/34 , G05D1/00 , G06K9/00 , G06N3/00 , G06N3/08 , G06N7/00 , G06N3/04 , B60W30/095 , B60W50/00 , G06N5/04 , B60W50/04 , G01C21/36
Abstract: Systems and methods are provided for navigating an autonomous vehicle using reinforcement learning techniques. In one implementation, a navigation system for a host vehicle may include at least one processing device programmed to: receive, from a camera, a plurality of images representative of an environment of the host vehicle; analyze the plurality of images to identify a navigational state associated with the host vehicle; provide the navigational state to a trained navigational system: receive, from the trained navigational system, a desired navigational action for execution by the host vehicle in response to the identified navigational state; analyze the desired navigational action relative to one or more predefined navigational constraints; determine an actual navigational action for the host vehicle, wherein the actual navigational action includes at least one modification of the desired navigational action determined based on the one or more predefined navigational constraints; and cause at least one adjustment of a navigational actuator of the host vehicle in response to the determined actual navigational action for the host vehicle.
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公开(公告)号:US10782703B2
公开(公告)日:2020-09-22
申请号:US16434050
申请日:2019-06-06
Applicant: MOBILEYE VISION TECHNOLOGIES LTD.
Inventor: Shai Shalev-Shwartz , Shaked Shammah , Amnon Shashua , Yoav Taieb , Gideon Stein
IPC: G05D1/02 , G05D1/00 , G01C21/34 , G06N20/00 , B60W30/09 , G06K9/00 , G06N3/00 , G06N3/08 , G06N7/00 , G06N3/04 , B60W30/095 , B60W50/00 , G06N5/04 , B60W50/04 , G01C21/36
Abstract: Systems and methods are provided for navigating an autonomous vehicle using reinforcement learning techniques. In one implementation, a navigation system for a host vehicle may include at least one processing device programmed to: receive, from a camera, a plurality of images representative of an environment of the host vehicle, analyze the plurality of images to identify a navigational state associated with the host vehicle, provide the navigational state to a trained navigational system, receive, from the trained navigational system, a desired navigational action for execution by the host vehicle in response to the identified navigational state, analyze the desired navigational action relative to one or more predefined navigational constraints, determine an actual navigational action for the host vehicle, wherein the actual navigational action includes at least one modification of the desired navigational action determined based on the one or more predefined navigational constraints, and cause at least one adjustment of a navigational actuator of the host vehicle in response to the determined actual navigational action for the host vehicle.
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