CN112313663A - 遮挡感知规划 - Google Patents

遮挡感知规划 Download PDF

Info

Publication number
CN112313663A
CN112313663A CN201980040681.5A CN201980040681A CN112313663A CN 112313663 A CN112313663 A CN 112313663A CN 201980040681 A CN201980040681 A CN 201980040681A CN 112313663 A CN112313663 A CN 112313663A
Authority
CN
China
Prior art keywords
occlusion
vehicle
environment
determining
field
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201980040681.5A
Other languages
English (en)
Chinese (zh)
Inventor
W·A·希尔瓦
D·D·安格洛夫
B·I·兹维贝尔
J·康加蓬塔
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Zoox Inc
Original Assignee
Zoox Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US16/011,436 external-priority patent/US11048265B2/en
Priority claimed from US16/011,468 external-priority patent/US10642275B2/en
Application filed by Zoox Inc filed Critical Zoox Inc
Publication of CN112313663A publication Critical patent/CN112313663A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/56Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G06V20/58Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Traffic Control Systems (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
  • Image Analysis (AREA)
CN201980040681.5A 2018-06-18 2019-06-17 遮挡感知规划 Pending CN112313663A (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US16/011,436 US11048265B2 (en) 2018-06-18 2018-06-18 Occlusion aware planning
US16/011,468 US10642275B2 (en) 2018-06-18 2018-06-18 Occulsion aware planning and control
US16/011,468 2018-06-18
US16/011,436 2018-06-18
PCT/US2019/037514 WO2019245982A1 (fr) 2018-06-18 2019-06-17 Planification sensible à une occlusion

Publications (1)

Publication Number Publication Date
CN112313663A true CN112313663A (zh) 2021-02-02

Family

ID=67138131

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201980040681.5A Pending CN112313663A (zh) 2018-06-18 2019-06-17 遮挡感知规划

Country Status (4)

Country Link
EP (1) EP3807807A1 (fr)
JP (1) JP7422687B2 (fr)
CN (1) CN112313663A (fr)
WO (1) WO2019245982A1 (fr)

Cited By (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114596541A (zh) * 2022-02-08 2022-06-07 星河智联汽车科技有限公司 一种获取前车视野的方法、装置、设备及存储介质
US11403069B2 (en) 2017-07-24 2022-08-02 Tesla, Inc. Accelerated mathematical engine
US11409692B2 (en) 2017-07-24 2022-08-09 Tesla, Inc. Vector computational unit
US11487288B2 (en) 2017-03-23 2022-11-01 Tesla, Inc. Data synthesis for autonomous control systems
US11537811B2 (en) 2018-12-04 2022-12-27 Tesla, Inc. Enhanced object detection for autonomous vehicles based on field view
US11561791B2 (en) 2018-02-01 2023-01-24 Tesla, Inc. Vector computational unit receiving data elements in parallel from a last row of a computational array
US11562231B2 (en) 2018-09-03 2023-01-24 Tesla, Inc. Neural networks for embedded devices
US11567514B2 (en) 2019-02-11 2023-01-31 Tesla, Inc. Autonomous and user controlled vehicle summon to a target
US11610117B2 (en) 2018-12-27 2023-03-21 Tesla, Inc. System and method for adapting a neural network model on a hardware platform
US11636333B2 (en) 2018-07-26 2023-04-25 Tesla, Inc. Optimizing neural network structures for embedded systems
US11665108B2 (en) 2018-10-25 2023-05-30 Tesla, Inc. QoS manager for system on a chip communications
US11681649B2 (en) 2017-07-24 2023-06-20 Tesla, Inc. Computational array microprocessor system using non-consecutive data formatting
US11734562B2 (en) 2018-06-20 2023-08-22 Tesla, Inc. Data pipeline and deep learning system for autonomous driving
US11748620B2 (en) 2019-02-01 2023-09-05 Tesla, Inc. Generating ground truth for machine learning from time series elements
US11790664B2 (en) 2019-02-19 2023-10-17 Tesla, Inc. Estimating object properties using visual image data
US11816585B2 (en) 2018-12-03 2023-11-14 Tesla, Inc. Machine learning models operating at different frequencies for autonomous vehicles
US11841434B2 (en) 2018-07-20 2023-12-12 Tesla, Inc. Annotation cross-labeling for autonomous control systems
US11893774B2 (en) 2018-10-11 2024-02-06 Tesla, Inc. Systems and methods for training machine models with augmented data
US11893393B2 (en) 2017-07-24 2024-02-06 Tesla, Inc. Computational array microprocessor system with hardware arbiter managing memory requests
US11983630B2 (en) 2023-01-19 2024-05-14 Tesla, Inc. Neural networks for embedded devices

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114435392A (zh) * 2020-11-06 2022-05-06 伟摩有限责任公司 使用路面和周围区域照明的存在来检测被遮挡对象
CN113479191B (zh) * 2021-06-30 2023-04-07 重庆长安汽车股份有限公司 用于泊车的无车道线的车道边界检测系统、方法及车辆
CN113607239B (zh) * 2021-07-12 2024-01-12 中控技术股份有限公司 实现混合接触式雷达物位计的人机交互方法和系统
CN117689907B (zh) * 2024-02-04 2024-04-30 福瑞泰克智能系统有限公司 车辆跟踪方法、装置、计算机设备和存储介质

Citations (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103428361A (zh) * 2012-04-30 2013-12-04 苹果公司 操作地理定位系统
CN103646254A (zh) * 2013-12-19 2014-03-19 北方工业大学 一种高密度行人检测方法
CN104044587A (zh) * 2013-03-14 2014-09-17 通用汽车环球科技运作有限责任公司 用于提高处于自主驾驶模式下的车辆的传感器可视性的系统和方法
CN104271419A (zh) * 2012-03-16 2015-01-07 谷歌公司 鉴于约束主动修改自主车辆的视野
CN105009175A (zh) * 2013-01-25 2015-10-28 谷歌公司 基于传感器盲点和局限性来修改自主车辆的行为
US9315192B1 (en) * 2013-09-30 2016-04-19 Google Inc. Methods and systems for pedestrian avoidance using LIDAR
CN105751984A (zh) * 2015-01-02 2016-07-13 现代自动车株式会社 一种车辆用显示设备以及一种车辆
CN105874396A (zh) * 2013-10-31 2016-08-17 克朗设备公司 用于确定特征可见性的系统、方法以及工业车辆
CN105894854A (zh) * 2015-02-13 2016-08-24 丰田自动车株式会社 车辆驾驶辅助系统
CN106364526A (zh) * 2016-09-22 2017-02-01 深圳市虹鹏能源科技有限责任公司 一种隧道建设新能源轨道电机车实时高精度自动定位系统
CN106740584A (zh) * 2017-01-20 2017-05-31 驭势科技(北京)有限公司 悬浮探测系统、智能驾驶系统以及安装该系统的交通工具
CN106843279A (zh) * 2017-01-17 2017-06-13 斑马信息科技有限公司 无人机车辆系统及其管理方法
CN106828264A (zh) * 2017-01-17 2017-06-13 斑马信息科技有限公司 无人机车辆系统及其管理方法
CN107037810A (zh) * 2015-12-15 2017-08-11 株式会社理光 自动行驶装置,自动行驶方法以及服务器
CN206551980U (zh) * 2017-01-20 2017-10-13 驭势科技(北京)有限公司 悬浮探测系统,智能驾驶系统以及安装该系统的交通工具
CN108139756A (zh) * 2016-08-29 2018-06-08 百度(美国)有限责任公司 为自动驾驶车辆构建周围环境以制定驾驶决策的方法和系统

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9630619B1 (en) * 2015-11-04 2017-04-25 Zoox, Inc. Robotic vehicle active safety systems and methods
US10145951B2 (en) * 2016-03-30 2018-12-04 Aptiv Technologies Limited Object detection using radar and vision defined image detection zone
US11132611B2 (en) 2016-05-27 2021-09-28 Kabushiki Kaisha Toshiba Information processing apparatus and information processing method for determining presence probability of object

Patent Citations (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104271419A (zh) * 2012-03-16 2015-01-07 谷歌公司 鉴于约束主动修改自主车辆的视野
CN103428361A (zh) * 2012-04-30 2013-12-04 苹果公司 操作地理定位系统
CN105009175A (zh) * 2013-01-25 2015-10-28 谷歌公司 基于传感器盲点和局限性来修改自主车辆的行为
CN104044587A (zh) * 2013-03-14 2014-09-17 通用汽车环球科技运作有限责任公司 用于提高处于自主驾驶模式下的车辆的传感器可视性的系统和方法
US9315192B1 (en) * 2013-09-30 2016-04-19 Google Inc. Methods and systems for pedestrian avoidance using LIDAR
CN105874396A (zh) * 2013-10-31 2016-08-17 克朗设备公司 用于确定特征可见性的系统、方法以及工业车辆
CN103646254A (zh) * 2013-12-19 2014-03-19 北方工业大学 一种高密度行人检测方法
CN105751984A (zh) * 2015-01-02 2016-07-13 现代自动车株式会社 一种车辆用显示设备以及一种车辆
CN105894854A (zh) * 2015-02-13 2016-08-24 丰田自动车株式会社 车辆驾驶辅助系统
CN107037810A (zh) * 2015-12-15 2017-08-11 株式会社理光 自动行驶装置,自动行驶方法以及服务器
CN108139756A (zh) * 2016-08-29 2018-06-08 百度(美国)有限责任公司 为自动驾驶车辆构建周围环境以制定驾驶决策的方法和系统
CN106364526A (zh) * 2016-09-22 2017-02-01 深圳市虹鹏能源科技有限责任公司 一种隧道建设新能源轨道电机车实时高精度自动定位系统
CN106843279A (zh) * 2017-01-17 2017-06-13 斑马信息科技有限公司 无人机车辆系统及其管理方法
CN106828264A (zh) * 2017-01-17 2017-06-13 斑马信息科技有限公司 无人机车辆系统及其管理方法
CN106740584A (zh) * 2017-01-20 2017-05-31 驭势科技(北京)有限公司 悬浮探测系统、智能驾驶系统以及安装该系统的交通工具
CN206551980U (zh) * 2017-01-20 2017-10-13 驭势科技(北京)有限公司 悬浮探测系统,智能驾驶系统以及安装该系统的交通工具

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
周源;刘禹鑫;林富明;: "室内定位技术发展与应用研究", 测绘与空间地理信息, no. 06, pages 63 - 66 *
王强;雷中英;张瑞;: "基于OpenLayers的2.5D地图的路径规划实现", 测绘与空间地理信息, no. 05, pages 106 - 109 *

Cited By (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11487288B2 (en) 2017-03-23 2022-11-01 Tesla, Inc. Data synthesis for autonomous control systems
US11681649B2 (en) 2017-07-24 2023-06-20 Tesla, Inc. Computational array microprocessor system using non-consecutive data formatting
US11403069B2 (en) 2017-07-24 2022-08-02 Tesla, Inc. Accelerated mathematical engine
US11409692B2 (en) 2017-07-24 2022-08-09 Tesla, Inc. Vector computational unit
US11893393B2 (en) 2017-07-24 2024-02-06 Tesla, Inc. Computational array microprocessor system with hardware arbiter managing memory requests
US11561791B2 (en) 2018-02-01 2023-01-24 Tesla, Inc. Vector computational unit receiving data elements in parallel from a last row of a computational array
US11797304B2 (en) 2018-02-01 2023-10-24 Tesla, Inc. Instruction set architecture for a vector computational unit
US11734562B2 (en) 2018-06-20 2023-08-22 Tesla, Inc. Data pipeline and deep learning system for autonomous driving
US11841434B2 (en) 2018-07-20 2023-12-12 Tesla, Inc. Annotation cross-labeling for autonomous control systems
US11636333B2 (en) 2018-07-26 2023-04-25 Tesla, Inc. Optimizing neural network structures for embedded systems
US11562231B2 (en) 2018-09-03 2023-01-24 Tesla, Inc. Neural networks for embedded devices
US11893774B2 (en) 2018-10-11 2024-02-06 Tesla, Inc. Systems and methods for training machine models with augmented data
US11665108B2 (en) 2018-10-25 2023-05-30 Tesla, Inc. QoS manager for system on a chip communications
US11816585B2 (en) 2018-12-03 2023-11-14 Tesla, Inc. Machine learning models operating at different frequencies for autonomous vehicles
US11537811B2 (en) 2018-12-04 2022-12-27 Tesla, Inc. Enhanced object detection for autonomous vehicles based on field view
US11908171B2 (en) 2018-12-04 2024-02-20 Tesla, Inc. Enhanced object detection for autonomous vehicles based on field view
US11610117B2 (en) 2018-12-27 2023-03-21 Tesla, Inc. System and method for adapting a neural network model on a hardware platform
US11748620B2 (en) 2019-02-01 2023-09-05 Tesla, Inc. Generating ground truth for machine learning from time series elements
US11567514B2 (en) 2019-02-11 2023-01-31 Tesla, Inc. Autonomous and user controlled vehicle summon to a target
US11790664B2 (en) 2019-02-19 2023-10-17 Tesla, Inc. Estimating object properties using visual image data
CN114596541A (zh) * 2022-02-08 2022-06-07 星河智联汽车科技有限公司 一种获取前车视野的方法、装置、设备及存储介质
CN114596541B (zh) * 2022-02-08 2022-11-08 星河智联汽车科技有限公司 一种获取前车视野的方法、装置、设备及存储介质
US11983630B2 (en) 2023-01-19 2024-05-14 Tesla, Inc. Neural networks for embedded devices

Also Published As

Publication number Publication date
JP7422687B2 (ja) 2024-01-26
WO2019245982A1 (fr) 2019-12-26
JP2021527591A (ja) 2021-10-14
EP3807807A1 (fr) 2021-04-21

Similar Documents

Publication Publication Date Title
US11802969B2 (en) Occlusion aware planning and control
US11048265B2 (en) Occlusion aware planning
JP7422687B2 (ja) オクルージョン認識プランニング
CN112752988B (zh) 雷达空间估计
US11740633B2 (en) Determining occupancy of occluded regions
EP3908493B1 (fr) Prédiction d'occlusion et évaluation de trajectoire
US11215997B2 (en) Probabilistic risk assessment for trajectory evaluation
US11631200B2 (en) Prediction on top-down scenes based on action data
US11126180B1 (en) Predicting an occupancy associated with occluded region
US11420630B2 (en) Trajectory modifications based on a collision zone
US11643073B2 (en) Trajectory modifications based on a collision zone
CN112789481A (zh) 对自上而下场景的轨迹预测
US11513519B1 (en) Sharing occlusion data
CN114026514A (zh) 远程车辆导引
CN116670000A (zh) 横向安全区域

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination