CN112313663B - 遮挡感知规划 - Google Patents

遮挡感知规划 Download PDF

Info

Publication number
CN112313663B
CN112313663B CN201980040681.5A CN201980040681A CN112313663B CN 112313663 B CN112313663 B CN 112313663B CN 201980040681 A CN201980040681 A CN 201980040681A CN 112313663 B CN112313663 B CN 112313663B
Authority
CN
China
Prior art keywords
occlusion
determining
data
environment
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.)
Active
Application number
CN201980040681.5A
Other languages
English (en)
Chinese (zh)
Other versions
CN112313663A (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
Application granted granted Critical
Publication of CN112313663B publication Critical patent/CN112313663B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; 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)
  • Control Of Position, Course, Altitude, Or Attitude Of Moving Bodies (AREA)
CN201980040681.5A 2018-06-18 2019-06-17 遮挡感知规划 Active CN112313663B (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
US16/011,436 2018-06-18
US16/011,468 2018-06-18
PCT/US2019/037514 WO2019245982A1 (en) 2018-06-18 2019-06-17 Occlusion aware planning

Publications (2)

Publication Number Publication Date
CN112313663A CN112313663A (zh) 2021-02-02
CN112313663B true CN112313663B (zh) 2024-05-31

Family

ID=67138131

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201980040681.5A Active CN112313663B (zh) 2018-06-18 2019-06-17 遮挡感知规划

Country Status (4)

Country Link
EP (1) EP3807807A1 (https=)
JP (1) JP7422687B2 (https=)
CN (1) CN112313663B (https=)
WO (1) WO2019245982A1 (https=)

Families Citing this family (38)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11157014B2 (en) 2016-12-29 2021-10-26 Tesla, Inc. Multi-channel sensor simulation for autonomous control systems
US10678244B2 (en) 2017-03-23 2020-06-09 Tesla, Inc. Data synthesis for autonomous control systems
US11409692B2 (en) 2017-07-24 2022-08-09 Tesla, Inc. Vector computational unit
US10671349B2 (en) 2017-07-24 2020-06-02 Tesla, Inc. Accelerated mathematical engine
US11157441B2 (en) 2017-07-24 2021-10-26 Tesla, Inc. Computational array microprocessor system using non-consecutive data formatting
US11893393B2 (en) 2017-07-24 2024-02-06 Tesla, Inc. Computational array microprocessor system with hardware arbiter managing memory requests
US12307350B2 (en) 2018-01-04 2025-05-20 Tesla, Inc. Systems and methods for hardware-based pooling
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
US11215999B2 (en) 2018-06-20 2022-01-04 Tesla, Inc. Data pipeline and deep learning system for autonomous driving
US11361457B2 (en) 2018-07-20 2022-06-14 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
WO2020077117A1 (en) 2018-10-11 2020-04-16 Tesla, Inc. Systems and methods for training machine models with augmented data
US11196678B2 (en) 2018-10-25 2021-12-07 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
US11610117B2 (en) 2018-12-27 2023-03-21 Tesla, Inc. System and method for adapting a neural network model on a hardware platform
US11150664B2 (en) 2019-02-01 2021-10-19 Tesla, Inc. Predicting three-dimensional features for autonomous driving
US10997461B2 (en) 2019-02-01 2021-05-04 Tesla, Inc. Generating ground truth for machine learning from time series elements
EP3693244B1 (en) * 2019-02-06 2022-08-17 Continental Autonomous Mobility Germany GmbH Vehicle and method for autonomously operating a vehicle
US11567514B2 (en) 2019-02-11 2023-01-31 Tesla, Inc. Autonomous and user controlled vehicle summon to a target
US10956755B2 (en) 2019-02-19 2021-03-23 Tesla, Inc. Estimating object properties using visual image data
DE102020003073B3 (de) * 2020-05-22 2021-11-04 Daimler Ag Verfahren und Vorrichtung zum automatisierten Fahrbetrieb eines Fahrzeuges und Fahrzeug
US12291236B1 (en) 2020-11-06 2025-05-06 Waymo Llc Using the presence of road surface and surrounding area illumination to detect occluded objects
AU2021232767A1 (en) * 2020-12-21 2022-07-07 Commonwealth Scientific And Industrial Research Organisation Vehicle navigation
US11954894B2 (en) * 2021-04-08 2024-04-09 Rivian Ip Holdings, Llc Systems and methods for determining camera blockage
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
DE102021119871B4 (de) * 2021-07-30 2023-11-02 Cariad Se Verfahren und Prozessorschaltung zum Betreiben einer automatisierten Fahrfunktion mit Objektklassifikator in einem Kraftfahrzeug, sowie Kraftfahrzeug
US12462575B2 (en) 2021-08-19 2025-11-04 Tesla, Inc. Vision-based machine learning model for autonomous driving with adjustable virtual camera
JP2024535985A (ja) 2021-08-19 2024-10-04 テスラ,インコーポレイテッド シミュレートコンテンツを用いた視覚に基づくシステムの訓練
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
US11815361B2 (en) * 2022-04-14 2023-11-14 GM Global Technology Operations LLC System and method for generating an occlusion map using crowdsourcing
JP2023170865A (ja) * 2022-05-20 2023-12-01 日産自動車株式会社 車両制御方法及び車両制御装置
DE102022212993A1 (de) 2022-12-01 2024-06-06 Continental Autonomous Mobility Germany GmbH Computerimplementiertes Verfahren zum Planen einer Agenten-Navigationsaufgabe zum Navigieren eines Agenten aus einem aktuellen Agentenzustand in einen Ziel-Agentenzustand
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
WO2025262073A1 (en) * 2024-06-17 2025-12-26 Rosenxt Holding Ag 3d data structure
CN120164341B (zh) * 2025-05-20 2025-08-05 四川数字交通科技股份有限公司 基于车路云和数字孪生技术的导航方法、系统及介质

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
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
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
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
US9612123B1 (en) * 2015-11-04 2017-04-04 Zoox, Inc. Adaptive mapping to navigate autonomous vehicles responsive to physical environment changes
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
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
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
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
基于OpenLayers的2.5D地图的路径规划实现;王强;雷中英;张瑞;;测绘与空间地理信息(05);第106-109页 *
室内定位技术发展与应用研究;周源;刘禹鑫;林富明;;测绘与空间地理信息(06);第63-66页 *

Also Published As

Publication number Publication date
CN112313663A (zh) 2021-02-02
JP7422687B2 (ja) 2024-01-26
WO2019245982A1 (en) 2019-12-26
EP3807807A1 (en) 2021-04-21
JP2021527591A (ja) 2021-10-14

Similar Documents

Publication Publication Date Title
CN112313663B (zh) 遮挡感知规划
US11802969B2 (en) Occlusion aware planning and control
CN112752988B (zh) 雷达空间估计
US11048265B2 (en) Occlusion aware planning
US11740633B2 (en) Determining occupancy of occluded regions
CN112789481B (zh) 对自上而下场景的轨迹预测
EP3908493B1 (en) Occlusion prediction and trajectory evaluation
US11126180B1 (en) Predicting an occupancy associated with occluded region
US11215997B2 (en) Probabilistic risk assessment for trajectory evaluation
US11513519B1 (en) Sharing occlusion data
EP3994539A1 (en) Prediction on top-down scenes based on action data
US12325450B2 (en) Systems and methods for generating multilevel occupancy and occlusion grids for controlling navigation of vehicles
CN116494967A (zh) 行驶包络确定
CN113544538B (zh) 使用速度和位置信息识别雷达反射
US12164058B2 (en) Radar data analysis and concealed object detection
US12060082B1 (en) Machine learned interaction prediction from top-down representation
CN114080341A (zh) 联系远程操作员的技术
US12494066B1 (en) Systems and methods for construction zone detection
US12613309B2 (en) Radar and doppler analysis and concealed object detection

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
GR01 Patent grant
GR01 Patent grant