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公开(公告)号:US10203696B2
公开(公告)日:2019-02-12
申请号:US15292818
申请日:2016-10-13
Applicant: Waymo LLC
Inventor: David Ian Franklin Ferguson , Andreas Wendel , Zhinan Xu , David Harrison Silver , Brandon Douglas Luders
Abstract: Aspects of the disclosure relate to maneuvering a vehicle. As an example, sensor information identifying a set of objects as well as a set of characteristics for each object of the set of objects is received from a perception system of a vehicle. The set of objects is filtered to remove objects corresponding to vehicles, bicycles, and pedestrians. An object within an expected future path of the vehicle is selected from the filtered set of objects. The object is classified as drivable or not drivable based on the set of characteristics. Drivable indicates that the vehicle can drive over the object without causing damage to the vehicle. The vehicle is maneuvered based on the classification such that when the object is classified as drivable, maneuvering the vehicle includes driving the vehicle over the object by not altering the expected future path of the vehicle.
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公开(公告)号:US20180336692A1
公开(公告)日:2018-11-22
申请号:US15613546
申请日:2017-06-05
Applicant: Waymo LLC
Inventor: Andreas Wendel , Benjamin Ingram
IPC: G06T7/593 , G06K9/32 , G05D1/02 , B60W30/095
Abstract: The technology relates to camera systems for vehicles having an autonomous driving mode. An example system includes a first camera mounted on a vehicle in order to capture images of the vehicle's environment. The first camera has a first exposure time and being without an ND filter. The system also includes a second camera mounted on the vehicle in order to capture images of the vehicle's environment and having an ND filter. The system also includes one or more processors configured to capture images using the first camera and the first exposure time, capture images using the second camera and the second exposure time, use the images captured using the second camera to identify illuminated objects, use the images captured using the first camera to identify the locations of objects, and use the identified illuminated objects and identified locations of objects to control the vehicle in an autonomous driving mode.
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公开(公告)号:US20180265082A1
公开(公告)日:2018-09-20
申请号:US15958365
申请日:2018-04-20
Applicant: Waymo LLC
Inventor: Jens-Steffen Ralf Gutmann , Andreas Wendel , Nathaniel Fairfield , Dmitri A. Dolgov , Donald Jason Burnette
IPC: B60W30/09 , G08G1/0967 , G08G1/0962
CPC classification number: B60W30/09 , B60W30/18154 , B60W2550/22 , G08G1/09623 , G08G1/09626 , G08G1/096725 , G08G1/096783 , G08G1/096791
Abstract: Aspects of the disclosure relate to determining whether a vehicle should continue through an intersection. For example, the one or more of the vehicle's computers may identify a time when the traffic signal light will turn from yellow to red. The one or more computers may also estimate a location of a vehicle at the time when the traffic signal light will turn from yellow to red. A starting point of the intersection may be identified. Based on whether the estimated location of the vehicle is at least a threshold distance past the starting point at the time when the traffic signal light will turn from yellow to red, the computers can determine whether the vehicle should continue through the intersection.
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公开(公告)号:US09779314B1
公开(公告)日:2017-10-03
申请号:US14538669
申请日:2014-11-11
Applicant: Waymo LLC
Inventor: Andreas Wendel , David Ian Franklin Ferguson
CPC classification number: G06K9/00825 , B60W30/00 , G06K9/66
Abstract: The present disclosure is directed to an autonomous vehicle having a vehicle control system. The vehicle control system includes an image processing system. The image processing system receives an image that includes a plurality of image portions. The image processing system also calculates a score for each image portion. The score indicates a level of confidence that a given image portion represents an illuminated component of a traffic light. The image processing system further identifies one or more candidate portions from among the plurality of image portions. Additionally, the image processing system determines that a particular candidate portion represents an illuminated component of a traffic light using a classifier. Further, the image processing system provides instructions to control the autonomous vehicle based on the particular candidate portion representing an illuminated component of a traffic light.
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公开(公告)号:US12133005B2
公开(公告)日:2024-10-29
申请号:US18150249
申请日:2023-01-05
Applicant: Waymo LLC
Inventor: Blaise Gassend , Benjamin Ingram , Andreas Wendel , Mark Alexander Shand
IPC: H04N5/353 , G01S17/42 , G01S17/86 , G01S17/89 , G06T7/521 , G06T7/90 , G06T17/05 , H04N5/225 , H04N5/232 , H04N5/235 , H04N5/247 , H04N5/341 , H04N23/45 , H04N23/698 , H04N23/71 , H04N23/73 , H04N23/90 , H04N25/40 , H04N25/531
CPC classification number: H04N25/531 , G01S17/42 , G01S17/86 , G01S17/89 , G06T7/521 , H04N23/45 , H04N23/698 , H04N23/71 , H04N23/73 , H04N23/90 , H04N25/40 , G06T7/90 , G06T17/05 , G06T2207/10028 , G06T2207/10144 , G06T2207/10152
Abstract: One example system comprises a LIDAR sensor that rotates about an axis to scan an environment of the LIDAR sensor. The system also comprises one or more cameras that detect external light originating from one or more external light sources. The one or more cameras together provide a plurality of rows of sensing elements. The rows of sensing elements are aligned with the axis of rotation of the LIDAR sensor. The system also comprises a controller that operates the one or more cameras to obtain a sequence of image pixel rows. A first image pixel row in the sequence is indicative of external light detected by a first row of sensing elements during a first exposure time period. A second image pixel row in the sequence is indicative of external light detected by a second row of sensing elements during a second exposure time period.
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公开(公告)号:US12061091B2
公开(公告)日:2024-08-13
申请号:US18156475
申请日:2023-01-19
Applicant: Waymo LLC
Inventor: Jeremy Dittmer , Andreas Wendel
CPC classification number: G01C21/3461 , G05D1/0246 , G06T7/70 , G06V20/56 , B60W60/0015 , B60W2420/403 , G06T2207/10004
Abstract: Example implementations may relate to sun-aware vehicle routing. In particular, a computing system of a vehicle may determine an expected position of the sun relative to a geographic area. Based on the expected position, the computing system may make a determination that travel of the vehicle through certain location(s) within the geographic area is expected to result in the sun being proximate to an object within a field of view of the vehicle's image capture device. Responsively, the computing system may generate a route for the vehicle in the geographic area based at least on the route avoiding travel of the vehicle through these certain location(s), and may then operate the vehicle to travel in accordance with the generated route. Ultimately, this may help reduce or prevent situations where quality of image(s) degrades due to sunlight, which may allow for use of these image(s) as basis for operating the vehicle.
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公开(公告)号:US20240239356A1
公开(公告)日:2024-07-18
申请号:US18423940
申请日:2024-01-26
Applicant: WAYMO LLC
Inventor: Emily Chi , Ryan Joseph Andrade , Andreas Wendel , Michael James , Christian Lauterbach , Etai Bruhis , Christopher Kennedy Ludwick , Alexander Zbrozek , Pieter Kapsenberg , Zhuyuan Liu , Daniel Rosenband
IPC: B60W50/029 , B60W10/04 , B60W10/20 , B60W50/02 , G05D1/228
CPC classification number: B60W50/029 , B60W10/04 , B60W10/20 , B60W50/0205 , G05D1/228 , B60W2050/0215 , B60W2420/403 , B60W2420/408 , B60W2420/54 , B60W2710/20 , B60W2720/106
Abstract: The technology relates to partially redundant equipment architectures for vehicles able to operate in an autonomous driving mode. Aspects of the technology employ fallback configurations, such as two or more fallback sensor configurations that provide some minimum amount of field of view (FOV) around the vehicle. For instance, different sensor arrangements are logically associated with different operating domains of the vehicle. Fallback configurations for computing resources and/or power resources are also provided. Each fallback configuration may have different reasons for being triggered, and may result in different types of fallback modes of operation. Triggering conditions may relate, e.g., to a type of failure, fault or other reduction in component capability, the current driving mode, environmental conditions in the vicinity of vehicle or along a planned route, or other factors. Fallback modes may involve altering a previously planned trajectory, altering vehicle speed, and/or altering a destination of the vehicle.
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公开(公告)号:US20240223882A1
公开(公告)日:2024-07-04
申请号:US18413521
申请日:2024-01-16
Applicant: Waymo LLC
Inventor: Andreas Wendel , Jeremy Dittmer , Brendan Hermalyn , Benjamin Ingram
IPC: H04N23/61 , H04N23/45 , H04N23/73 , H04N23/741
CPC classification number: H04N23/61 , H04N23/45 , H04N23/73 , H04N23/741
Abstract: Example embodiments relate to multiple operating modes to expand dynamic range. An example embodiment includes a camera system. The camera system may include a first image sensor having a first dynamic range corresponding to a first range of luminance levels in a scene. The system may also include a second image sensor having a second dynamic range corresponding to a second range of luminance levels in the scene. The camera system may further include a processor coupled to the first image sensor and the second image sensor. The processor may be configured to execute instructions to identify objects of a first type in a first image of the scene captured by the first image sensor and identify objects of a second object type in a second image of the scene captured by the second image sensor.
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公开(公告)号:US20230393244A1
公开(公告)日:2023-12-07
申请号:US18229259
申请日:2023-08-02
Applicant: WAYMO LLC
Inventor: Kimberly Geneva Toth , Brendan Hermalyn , Shane Mcguire , Felix Jose Alvarez Rivera , Jeremy Dittmer , Andreas Wendel
CPC classification number: G01S7/4813 , G05D1/0246 , B60R11/04 , G05D1/0088 , H04N23/51 , G05D2201/0213 , B60R2300/102 , B60R2300/105
Abstract: The technology relates to autonomous vehicles that use a perception system to detect objects and features in the vehicle's surroundings. A camera assembly having a ring-type structure is provided that gives the perception system an overall 360° field of view around the vehicle. Image sensors are arranged in camera modules around the assembly to provide a seamless panoramic field of view. One subsystem has multiple pairs of image sensors positioned to provide the overall 360° field of view, while another subsystem provides a set of image sensors generally facing toward the front of the vehicle to provide enhanced object identification. The camera assembly may be arranged in a housing located on top of the vehicle. The housing may include other sensors such as LIDAR and radar. The assembly includes a chassis and top and base plates, which may provide EMI protection from other sensors disposed in the housing.
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公开(公告)号:US20220161790A1
公开(公告)日:2022-05-26
申请号:US17670900
申请日:2022-02-14
Applicant: WAYMO LLC
Inventor: Jens-Steffen Ralf Gutmann , Andreas Wendel , Nathaniel Fairfield , Dmitri A. Dolgov , Donald Jason Burnette
IPC: B60W30/09 , G08G1/0962 , G08G1/0967 , B60W30/18
Abstract: Aspects of the disclosure relate to determining whether a vehicle should continue through an intersection. For example, the one or more of the vehicle's computers may identify a time when the traffic signal light will turn from yellow to red. The one or more computers may also estimate a location of a vehicle at the time when the traffic signal light will turn from yellow to red. A starting point of the intersection may be identified. Based on whether the estimated location of the vehicle is at least a threshold distance past the starting point at the time when the traffic signal light will turn from yellow to red, the computers can determine whether the vehicle should continue through the intersection.
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