CN111337906B - 传感器校准方法和传感器校准设备 - Google Patents
传感器校准方法和传感器校准设备 Download PDFInfo
- Publication number
- CN111337906B CN111337906B CN201911294585.1A CN201911294585A CN111337906B CN 111337906 B CN111337906 B CN 111337906B CN 201911294585 A CN201911294585 A CN 201911294585A CN 111337906 B CN111337906 B CN 111337906B
- Authority
- CN
- China
- Prior art keywords
- sensor
- vehicle
- calibration
- optical image
- projection
- 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
Links
- 238000000034 method Methods 0.000 title claims abstract description 60
- 238000001514 detection method Methods 0.000 claims abstract description 56
- 230000003287 optical effect Effects 0.000 claims abstract description 51
- 238000004364 calculation method Methods 0.000 claims abstract description 20
- 238000003384 imaging method Methods 0.000 claims description 16
- 238000005286 illumination Methods 0.000 claims description 3
- 230000008569 process Effects 0.000 description 33
- 238000012545 processing Methods 0.000 description 23
- 239000003550 marker Substances 0.000 description 18
- 230000001052 transient effect Effects 0.000 description 14
- 238000010586 diagram Methods 0.000 description 6
- 238000005259 measurement Methods 0.000 description 6
- 230000001678 irradiating effect Effects 0.000 description 5
- 239000000284 extract Substances 0.000 description 4
- 238000009434 installation Methods 0.000 description 4
- 101000827703 Homo sapiens Polyphosphoinositide phosphatase Proteins 0.000 description 3
- 102100023591 Polyphosphoinositide phosphatase Human genes 0.000 description 3
- 238000013461 design Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 238000012986 modification Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000013473 artificial intelligence Methods 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 238000004590 computer program Methods 0.000 description 2
- 238000010191 image analysis Methods 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 230000036544 posture Effects 0.000 description 2
- PXFBZOLANLWPMH-UHFFFAOYSA-N 16-Epiaffinine Natural products C1C(C2=CC=CC=C2N2)=C2C(=O)CC2C(=CC)CN(C)C1C2CO PXFBZOLANLWPMH-UHFFFAOYSA-N 0.000 description 1
- 238000012935 Averaging Methods 0.000 description 1
- 101001121408 Homo sapiens L-amino-acid oxidase Proteins 0.000 description 1
- 102100026388 L-amino-acid oxidase Human genes 0.000 description 1
- 101100012902 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) FIG2 gene Proteins 0.000 description 1
- 101100233916 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) KAR5 gene Proteins 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000004927 fusion Effects 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 230000009466 transformation Effects 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N17/00—Diagnosis, testing or measuring for television systems or their details
- H04N17/002—Diagnosis, testing or measuring for television systems or their details for television cameras
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/48—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
- G01S7/497—Means for monitoring or calibrating
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C25/00—Manufacturing, calibrating, cleaning, or repairing instruments or devices referred to in the other groups of this subclass
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/88—Lidar systems specially adapted for specific applications
- G01S17/93—Lidar systems specially adapted for specific applications for anti-collision purposes
- G01S17/931—Lidar systems specially adapted for specific applications for anti-collision purposes of land vehicles
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/48—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
- G01S7/497—Means for monitoring or calibrating
- G01S7/4972—Alignment of sensor
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/56—Cameras or camera modules comprising electronic image sensors; Control thereof provided with illuminating means
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/88—Radar or analogous systems specially adapted for specific applications
- G01S13/93—Radar or analogous systems specially adapted for specific applications for anti-collision purposes
- G01S13/931—Radar or analogous systems specially adapted for specific applications for anti-collision purposes of land vehicles
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Electromagnetism (AREA)
- Biomedical Technology (AREA)
- General Health & Medical Sciences (AREA)
- Manufacturing & Machinery (AREA)
- Health & Medical Sciences (AREA)
- Traffic Control Systems (AREA)
- Length Measuring Devices By Optical Means (AREA)
- Measurement Of Optical Distance (AREA)
- Optical Radar Systems And Details Thereof (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2018236445A JP7056540B2 (ja) | 2018-12-18 | 2018-12-18 | センサ校正方法およびセンサ校正装置 |
| JP2018-236445 | 2018-12-18 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111337906A CN111337906A (zh) | 2020-06-26 |
| CN111337906B true CN111337906B (zh) | 2024-06-11 |
Family
ID=71073545
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201911294585.1A Active CN111337906B (zh) | 2018-12-18 | 2019-12-16 | 传感器校准方法和传感器校准设备 |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US10935643B2 (enExample) |
| JP (1) | JP7056540B2 (enExample) |
| CN (1) | CN111337906B (enExample) |
Families Citing this family (26)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111801546B (zh) * | 2018-02-26 | 2022-04-19 | 罗伯特·博世有限公司 | 车辆传感器校准对准和方法 |
| EP3819665B1 (en) * | 2019-11-06 | 2022-01-19 | Yandex Self Driving Group LLC | Method and computer device for calibrating lidar system |
| US11423573B2 (en) * | 2020-01-22 | 2022-08-23 | Uatc, Llc | System and methods for calibrating cameras with a fixed focal point |
| US11768281B2 (en) * | 2020-02-28 | 2023-09-26 | Continental Autonomous Mobility US, LLC | Vehicle component with image sensor aimed at fiducial marker |
| US12205384B2 (en) * | 2020-03-13 | 2025-01-21 | Nec Corporation | Processing apparatus, processing method, and non-transitory storage medium |
| DE102020007645A1 (de) * | 2020-04-03 | 2021-10-07 | Daimler Ag | Verfahren zur Kalibrierung eines Lidarsensors |
| CN111879528A (zh) * | 2020-08-07 | 2020-11-03 | 深圳市道通科技股份有限公司 | 标定设备及标定方法 |
| CN111947939A (zh) * | 2020-08-07 | 2020-11-17 | 深圳市道通科技股份有限公司 | 标定设备、标定方法以及标定设备的校正方法 |
| CN112288799B (zh) * | 2020-09-22 | 2024-08-13 | 上海擎朗智能科技有限公司 | 一种行驶设备的定位方法、装置、设备及存储介质 |
| CN112304335B (zh) * | 2020-09-28 | 2022-09-13 | 北京天玛智控科技股份有限公司 | 液压支架倾角传感器校准方法和系统 |
| JP7294302B2 (ja) * | 2020-10-29 | 2023-06-20 | トヨタ自動車株式会社 | 物体検出装置 |
| JP7347398B2 (ja) * | 2020-10-29 | 2023-09-20 | トヨタ自動車株式会社 | 物体検出装置 |
| JP7276304B2 (ja) * | 2020-10-29 | 2023-05-18 | トヨタ自動車株式会社 | 物体検出装置 |
| DE102020213980A1 (de) * | 2020-11-06 | 2022-05-12 | Robert Bosch Gesellschaft mit beschränkter Haftung | Kalibrierverfahren und Kalibriersystem für einen Fahrzeugsensor |
| KR20220075481A (ko) * | 2020-11-30 | 2022-06-08 | 한국전자기술연구원 | 라이다 센서와 카메라 간 온라인 캘리브레이션 방법 및 장치 |
| CN114578373A (zh) * | 2020-12-01 | 2022-06-03 | 保时捷股份公司 | 标记方法 |
| JP7400708B2 (ja) * | 2020-12-11 | 2023-12-19 | トヨタ自動車株式会社 | センサ評価システム、センサ評価装置、車両 |
| US12455359B2 (en) * | 2021-01-14 | 2025-10-28 | Sew-Eurodrive Gmbh & Co. Kg | Method for calibrating a laser scanner, and technical apparatus |
| WO2022209219A1 (ja) * | 2021-03-31 | 2022-10-06 | ソニーグループ株式会社 | 測距装置およびその信号処理方法、並びに、測距システム |
| CN113188569B (zh) * | 2021-04-07 | 2024-07-23 | 东软睿驰汽车技术(沈阳)有限公司 | 车辆与激光雷达的坐标系标定方法、设备及存储介质 |
| WO2023004719A1 (zh) * | 2021-07-29 | 2023-02-02 | 华为技术有限公司 | 车载传感器标定方法、装置及系统 |
| KR20230139560A (ko) * | 2022-03-28 | 2023-10-05 | 현대자동차주식회사 | 차량 및 그 제어방법 |
| US12400365B2 (en) | 2022-06-14 | 2025-08-26 | Volkswagen Group of America Investments, LLC | Systems and methods for autonomous vehicle sensor calibration and validation |
| WO2024035034A1 (ko) * | 2022-08-08 | 2024-02-15 | 주식회사 아이나비시스템즈 | 전자 장치 및 센서 셀프-캘리브레이션 방법 |
| JPWO2024195531A1 (enExample) * | 2023-03-23 | 2024-09-26 | ||
| WO2025075250A1 (ko) * | 2023-10-06 | 2025-04-10 | 주식회사 사피온코리아 | 이종의 센서 간의 교정을 위한 방법 및 장치 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE102005037094B3 (de) * | 2005-08-03 | 2006-10-26 | Daimlerchrysler Ag | Kalibrierverfahren für einen Sensor zur Abstandsmessung |
| DE102012218123A1 (de) * | 2012-10-04 | 2014-04-10 | Robert Bosch Gmbh | Verfahren und Vorrichtung zum Kalibrieren zumindest eines optischen Sensors eines Fahrzeugs |
| CN108600736A (zh) * | 2018-03-01 | 2018-09-28 | 广东欧珀移动通信有限公司 | 终端光感校准方法、装置、终端及存储介质 |
Family Cites Families (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE10229334B4 (de) * | 2002-06-29 | 2010-09-23 | Robert Bosch Gmbh | Verfahren und Vorrichtung zur Kalibrierung von Sensoren im Kraftfahrzeug mittels eines Kalibrierobjekts mit Triple-Spiegel als Bezugsmerkmal |
| DE10246067B4 (de) * | 2002-10-02 | 2008-01-03 | Robert Bosch Gmbh | Verfahren und Vorrichtung zur Kalibrierung eines Bildsensorsystems in einem Kraftfahrzeug |
| DE102004033114A1 (de) * | 2004-07-08 | 2006-01-26 | Ibeo Automobile Sensor Gmbh | Verfahren zur Kalibrierung eines Abstandsbildsensors |
| JP4681856B2 (ja) * | 2004-11-24 | 2011-05-11 | アイシン精機株式会社 | カメラの校正方法及びカメラの校正装置 |
| JP4882428B2 (ja) * | 2006-03-06 | 2012-02-22 | 株式会社豊田中央研究所 | 環境認識装置 |
| JP4555876B2 (ja) * | 2008-05-30 | 2010-10-06 | 株式会社日本自動車部品総合研究所 | 車載カメラのキャリブレーション方法 |
| US8489353B2 (en) * | 2009-01-13 | 2013-07-16 | GM Global Technology Operations LLC | Methods and systems for calibrating vehicle vision systems |
| JP5444139B2 (ja) * | 2010-06-29 | 2014-03-19 | クラリオン株式会社 | 画像のキャリブレーション方法および装置 |
| EP2530647A1 (en) * | 2011-06-01 | 2012-12-05 | Harman Becker Automotive Systems GmbH | Method of calibrating a vehicle vision system and vehicle vision system |
| GB201116961D0 (en) * | 2011-09-30 | 2011-11-16 | Bae Systems Plc | Fast calibration for lidars |
| JP6277652B2 (ja) * | 2013-09-30 | 2018-02-14 | 株式会社デンソー | 車両周辺画像表示装置及びカメラの調整方法 |
| JP6287231B2 (ja) * | 2014-01-14 | 2018-03-07 | 株式会社リコー | 測距装置及びロボットピッキングシステム |
| JP6334734B2 (ja) * | 2014-01-27 | 2018-05-30 | ザイロン デー.オー.オー.XYLON d.o.o. | 車両サラウンドビューシステムの較正用データ処理システムおよび方法 |
| US20150362587A1 (en) * | 2014-06-17 | 2015-12-17 | Microsoft Corporation | Lidar sensor calibration using surface pattern detection |
| JP2016080539A (ja) * | 2014-10-17 | 2016-05-16 | トヨタ自動車株式会社 | 車載センサ |
| JP2017116321A (ja) * | 2015-12-22 | 2017-06-29 | トヨタ自動車株式会社 | 車載ステレオカメラ用のキャリブレーション装置 |
| DE112017001322T5 (de) * | 2016-03-16 | 2018-12-27 | Sony Corporation | Signalverarbeitungsvorrichtung und Signalverarbeitungsverfahren |
| JP6214717B1 (ja) * | 2016-05-24 | 2017-10-18 | 三菱電機株式会社 | 車載カメラキャリブレーション補助装置 |
| US9952317B2 (en) * | 2016-05-27 | 2018-04-24 | Uber Technologies, Inc. | Vehicle sensor calibration system |
| JP6801566B2 (ja) * | 2017-04-25 | 2020-12-16 | トヨタ自動車株式会社 | 移動ロボット |
| US10621753B2 (en) * | 2017-09-29 | 2020-04-14 | Intel IP Corporation | Extrinsic calibration of camera systems |
| US11061120B2 (en) * | 2018-04-24 | 2021-07-13 | Ford Global Technologies, Llc | Sensor calibration |
-
2018
- 2018-12-18 JP JP2018236445A patent/JP7056540B2/ja active Active
-
2019
- 2019-12-16 CN CN201911294585.1A patent/CN111337906B/zh active Active
- 2019-12-16 US US16/715,150 patent/US10935643B2/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE102005037094B3 (de) * | 2005-08-03 | 2006-10-26 | Daimlerchrysler Ag | Kalibrierverfahren für einen Sensor zur Abstandsmessung |
| DE102012218123A1 (de) * | 2012-10-04 | 2014-04-10 | Robert Bosch Gmbh | Verfahren und Vorrichtung zum Kalibrieren zumindest eines optischen Sensors eines Fahrzeugs |
| CN108600736A (zh) * | 2018-03-01 | 2018-09-28 | 广东欧珀移动通信有限公司 | 终端光感校准方法、装置、终端及存储介质 |
Also Published As
| Publication number | Publication date |
|---|---|
| CN111337906A (zh) | 2020-06-26 |
| JP7056540B2 (ja) | 2022-04-19 |
| JP2020098151A (ja) | 2020-06-25 |
| US10935643B2 (en) | 2021-03-02 |
| US20200191927A1 (en) | 2020-06-18 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111337906B (zh) | 传感器校准方法和传感器校准设备 | |
| CN113673282B (zh) | 目标检测方法和装置 | |
| US11762071B2 (en) | Multi-mode multi-sensor calibration | |
| JP6886079B2 (ja) | 交通標識認識を用いたカメラキャリブレーションシステム、方法、および、コンピュータ可読媒体 | |
| CN111815641A (zh) | 相机和雷达融合 | |
| US20200125862A1 (en) | Method and apparatus for auto calibration | |
| JP7077910B2 (ja) | 区画線検出装置及び区画線検出方法 | |
| JP6881464B2 (ja) | 自己位置推定方法及び自己位置推定装置 | |
| CN112130158B (zh) | 对象距离测量装置和方法 | |
| US10438081B2 (en) | Automatic feature point detection for calibration of multi-camera systems | |
| WO2016117200A1 (ja) | 車両用外界認識装置およびそれを用いた車両挙動制御装置 | |
| CN114365189B (zh) | 影像配准装置、图像生成系统、影像配准方法及存储介质 | |
| JP6278791B2 (ja) | 車両位置検出装置、車両位置検出方法及び車両位置検出用コンピュータプログラムならびに車両位置検出システム | |
| CN106030681B (zh) | 自身位置计算装置以及自身位置计算方法 | |
| JP6536529B2 (ja) | 車載カメラのキャリブレーション装置及び車載カメラのキャリブレーション方法 | |
| JP6552448B2 (ja) | 車両位置検出装置、車両位置検出方法及び車両位置検出用コンピュータプログラム | |
| WO2015125296A1 (ja) | 自己位置算出装置及び自己位置算出方法 | |
| CN114945839B (zh) | 检测器的姿势/位置检测系统以及检测器的姿势/位置检测方法 | |
| CN116027283A (zh) | 用于路侧感知单元的自动标定的方法和设备 | |
| JP6370234B2 (ja) | 地図データ生成装置、地図データ生成方法及び地図データ生成用コンピュータプログラムならびに車両位置検出装置 | |
| CA3122865A1 (en) | Method for detecting and modeling of object on surface of road | |
| JP2009014645A (ja) | 車両用距離測定装置 | |
| CN116895051B (zh) | 道路划线识别装置 | |
| JP7489002B2 (ja) | 自律走行車 | |
| JP7186804B2 (ja) | 移動体搭載カメラキャリブレーション補助装置、移動体搭載カメラキャリブレーションシステムおよび移動体搭載カメラキャリブレーション補助方法 |
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 |