JP6995188B2 - 車載カメラの姿勢推定方法、装置およびシステムならびに電子機器 - Google Patents

車載カメラの姿勢推定方法、装置およびシステムならびに電子機器 Download PDF

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JP6995188B2
JP6995188B2 JP2020510614A JP2020510614A JP6995188B2 JP 6995188 B2 JP6995188 B2 JP 6995188B2 JP 2020510614 A JP2020510614 A JP 2020510614A JP 2020510614 A JP2020510614 A JP 2020510614A JP 6995188 B2 JP6995188 B2 JP 6995188B2
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vehicle
information
camera
horizon
mounted camera
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JP2020533667A5 (enExample
JP2020533667A (ja
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戴▲興▼
王哲
石建萍
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Beijing Sensetime Technology Development Co Ltd
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/70Determining position or orientation of objects or cameras
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N17/00Diagnosis, testing or measuring for television systems or their details
    • H04N17/002Diagnosis, testing or measuring for television systems or their details for television cameras
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R11/00Arrangements for holding or mounting articles, not otherwise provided for
    • B60R11/04Mounting of cameras operative during drive; Arrangement of controls thereof relative to the vehicle
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/70Determining position or orientation of objects or cameras
    • G06T7/73Determining position or orientation of objects or cameras using feature-based methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/80Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/42Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation
    • 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
    • G06V20/588Recognition of the road, e.g. of lane markings; Recognition of the vehicle driving pattern in relation to the road
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/183Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a single remote source
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R2300/00Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
    • B60R2300/40Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the details of the power supply or the coupling to vehicle components
    • B60R2300/402Image calibration
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R2300/00Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
    • B60R2300/80Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the intended use of the viewing arrangement
    • B60R2300/804Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the intended use of the viewing arrangement for lane monitoring
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30244Camera pose
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30248Vehicle exterior or interior
    • G06T2207/30252Vehicle exterior; Vicinity of vehicle
    • G06T2207/30256Lane; Road marking

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Mechanical Engineering (AREA)
  • Image Analysis (AREA)
  • Traffic Control Systems (AREA)
  • Studio Devices (AREA)
JP2020510614A 2018-08-24 2019-06-28 車載カメラの姿勢推定方法、装置およびシステムならびに電子機器 Active JP6995188B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201810973920.X 2018-08-24
CN201810973920.XA CN110858405A (zh) 2018-08-24 2018-08-24 车载摄像头的姿态估计方法、装置和系统及电子设备
PCT/CN2019/093911 WO2020038118A1 (zh) 2018-08-24 2019-06-28 车载摄像头的姿态估计方法、装置和系统及电子设备

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JP2020533667A JP2020533667A (ja) 2020-11-19
JP2020533667A5 JP2020533667A5 (enExample) 2021-08-12
JP6995188B2 true JP6995188B2 (ja) 2022-01-14

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US (1) US11205284B2 (enExample)
JP (1) JP6995188B2 (enExample)
CN (1) CN110858405A (enExample)
SG (1) SG11202000641UA (enExample)
WO (1) WO2020038118A1 (enExample)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10816354B2 (en) 2017-08-22 2020-10-27 Tusimple, Inc. Verification module system and method for motion-based lane detection with multiple sensors
US12270661B2 (en) 2018-02-14 2025-04-08 Tusimple, Inc. Lane marking localization and fusion
US11009356B2 (en) 2018-02-14 2021-05-18 Tusimple, Inc. Lane marking localization and fusion
US11009365B2 (en) 2018-02-14 2021-05-18 Tusimple, Inc. Lane marking localization
EP3893150A1 (en) * 2020-04-09 2021-10-13 Tusimple, Inc. Camera pose estimation techniques
US20230306633A1 (en) * 2020-08-18 2023-09-28 Foresight Automotive Ltd. System and method for pose estimation of sensors using motion and angular shift
CN113490967A (zh) * 2020-09-22 2021-10-08 深圳市锐明技术股份有限公司 一种相机的标定方法、标定装置及电子设备
CN112384952A (zh) * 2020-09-22 2021-02-19 深圳市锐明技术股份有限公司 一种相机的标定方法、标定装置及电子设备
CN112597965B (zh) * 2021-01-05 2024-10-18 株洲中车时代电气股份有限公司 一种驾驶行为识别方法、装置和计算机可读存储介质
CN112907678B (zh) * 2021-01-25 2022-05-13 深圳佑驾创新科技有限公司 车载相机外参姿态动态估计方法、装置、计算机设备
JP7776100B2 (ja) 2021-04-16 2025-11-26 株式会社コムテック 再生制御システム及びコンピュータプログラム
CN115564793B (zh) * 2021-06-30 2024-12-27 惠州市德赛西威智能交通技术研究院有限公司 一种车载前向摄像头的位姿实时计算方法
CN113744330B (zh) * 2021-08-16 2025-04-29 苏州挚途科技有限公司 车载摄像头的俯仰角确定方法、装置及电子设备
US11875580B2 (en) * 2021-10-04 2024-01-16 Motive Technologies, Inc. Camera initialization for lane detection and distance estimation using single-view geometry
CN114494439B (zh) * 2022-01-25 2023-08-15 襄阳达安汽车检测中心有限公司 Hil仿真测试中摄像头位姿校准方法、装置、设备及介质
KR20240103749A (ko) * 2022-12-27 2024-07-04 현대자동차주식회사 차량 및 그 제어방법
US12405116B2 (en) * 2023-03-03 2025-09-02 Telenav, Inc. Navigation system with automatic optical calibration mechanism and method of operation thereof
CN117252880B (zh) * 2023-11-17 2024-01-16 宝德华南(深圳)热能系统有限公司 一种新能源汽车的adas综合评测系统
KR20250110561A (ko) * 2024-01-12 2025-07-21 현대자동차주식회사 멀티 카메라 자세 추정 방법 및 그 장치

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007034989A (ja) 2005-07-29 2007-02-08 Nissan Motor Co Ltd 撮像装置のずれ検出方法、撮像装置のずれ補正方法及び撮像装置
JP2010537331A (ja) 2007-08-31 2010-12-02 ヴァレオ・シャルター・ウント・ゼンゾーレン・ゲーエムベーハー ビデオ画像のオンライン較正方法およびシステム
JP2011022995A (ja) 2009-06-16 2011-02-03 Nippon Soken Inc 消失点推定装置およびプログラム

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8487991B2 (en) * 2008-04-24 2013-07-16 GM Global Technology Operations LLC Clear path detection using a vanishing point
US9129161B2 (en) * 2013-05-31 2015-09-08 Toyota Jidosha Kabushiki Kaisha Computationally efficient scene classification
JP5906272B2 (ja) * 2014-03-28 2016-04-20 富士重工業株式会社 車両用ステレオ画像処理装置
GB201410612D0 (en) * 2014-06-13 2014-07-30 Tomtom Int Bv Methods and systems for generating route data
DE112016006081T5 (de) * 2015-12-28 2018-09-06 Intel Corporation Automatische Echtzeit-Fahrzeugkamerakalibrierung
JP6614042B2 (ja) * 2016-06-15 2019-12-04 株式会社Jvcケンウッド 姿勢変化判定装置、俯瞰映像生成装置、俯瞰映像生成システム、姿勢変化判定方法およびプログラム
CN106204574B (zh) 2016-07-07 2018-12-21 兰州理工大学 基于目标平面运动特征的相机位姿自标定方法
KR102538592B1 (ko) * 2016-08-31 2023-05-31 현대모비스 주식회사 탑-뷰 영상 생성 장치 및 그 방법
CN106679633B (zh) * 2016-12-07 2019-06-04 东华大学 一种车载测距系统及方法
CN107330940A (zh) * 2017-01-25 2017-11-07 问众智能信息科技(北京)有限公司 车载相机姿态自动估计的方法和装置
CN106875448B (zh) * 2017-02-16 2019-07-23 武汉极目智能技术有限公司 一种车载单目摄像头外部参数自标定方法
CN107145825A (zh) * 2017-03-31 2017-09-08 纵目科技(上海)股份有限公司 地平面拟合、摄像头标定方法及系统、车载终端
CN107133985B (zh) * 2017-04-20 2020-05-12 常州智行科技有限公司 一种基于车道线消逝点的车载摄像机自动标定方法
CN108229386B (zh) * 2017-12-29 2021-12-14 百度在线网络技术(北京)有限公司 用于检测车道线的方法、装置和介质
CN108875603B (zh) * 2018-05-31 2021-06-04 上海商汤智能科技有限公司 基于车道线的智能驾驶控制方法和装置、电子设备
CN108898638A (zh) * 2018-06-27 2018-11-27 江苏大学 一种车载摄像头在线自动标定方法

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007034989A (ja) 2005-07-29 2007-02-08 Nissan Motor Co Ltd 撮像装置のずれ検出方法、撮像装置のずれ補正方法及び撮像装置
JP2010537331A (ja) 2007-08-31 2010-12-02 ヴァレオ・シャルター・ウント・ゼンゾーレン・ゲーエムベーハー ビデオ画像のオンライン較正方法およびシステム
JP2011022995A (ja) 2009-06-16 2011-02-03 Nippon Soken Inc 消失点推定装置およびプログラム

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WO2020038118A1 (zh) 2020-02-27
US11205284B2 (en) 2021-12-21
CN110858405A (zh) 2020-03-03
SG11202000641UA (en) 2020-03-30
US20200160561A1 (en) 2020-05-21

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