CN112313663B - 遮挡感知规划 - Google Patents
遮挡感知规划 Download PDFInfo
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- 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
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
- G06V20/58—Recognition 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)
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)
| 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)
| 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)
| 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 |
-
2019
- 2019-06-17 JP JP2020570423A patent/JP7422687B2/ja active Active
- 2019-06-17 CN CN201980040681.5A patent/CN112313663B/zh active Active
- 2019-06-17 EP EP19735070.5A patent/EP3807807A1/en active Pending
- 2019-06-17 WO PCT/US2019/037514 patent/WO2019245982A1/en not_active Ceased
Patent Citations (16)
| 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)
| 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 |
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