WO2012011713A3 - Système et procédé de reconnaissance de voie de circulation - Google Patents
Système et procédé de reconnaissance de voie de circulation Download PDFInfo
- Publication number
- WO2012011713A3 WO2012011713A3 PCT/KR2011/005290 KR2011005290W WO2012011713A3 WO 2012011713 A3 WO2012011713 A3 WO 2012011713A3 KR 2011005290 W KR2011005290 W KR 2011005290W WO 2012011713 A3 WO2012011713 A3 WO 2012011713A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- traffic lane
- lane candidate
- coordinates
- equation
- pair
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06V20/588—Recognition of the road, e.g. of lane markings; Recognition of the vehicle driving pattern in relation to the road
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R11/00—Arrangements for holding or mounting articles, not otherwise provided for
- B60R11/04—Mounting of cameras operative during drive; Arrangement of controls thereof relative to the vehicle
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/02—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to ambient conditions
- B60W40/06—Road conditions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/60—Analysis of geometric attributes
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W50/00—Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
- B60W2050/0001—Details of the control system
- B60W2050/0043—Signal treatments, identification of variables or parameters, parameter estimation or state estimation
- B60W2050/0052—Filtering, filters
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
- G06F2218/02—Preprocessing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30248—Vehicle exterior or interior
- G06T2207/30252—Vehicle exterior; Vicinity of vehicle
- G06T2207/30256—Lane; Road marking
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Multimedia (AREA)
- Mechanical Engineering (AREA)
- Geometry (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Automation & Control Theory (AREA)
- Mathematical Physics (AREA)
- Transportation (AREA)
- Traffic Control Systems (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
Abstract
La présente invention concerne un procédé et un système de reconnaissance de voie de circulation qui comportent les étapes suivantes : le traitement préalable d'une image avant de véhicule obtenue par un module de caméra attaché à un véhicule afin d'obtenir une image intégrale ; l'extraction d'un point de voie de circulation candidate par convolution de l'image intégrale et d'un modèle de point de voie de circulation candidate lorsqu'une équation de voie de circulation précédente n'existe pas ; la découverte d'une équation de voie de circulation primaire d'un groupe de voies de circulation candidates, qui est obtenu par conversion des coordonnées des points de voie de circulation candidate extraits en coordonnées d'un système de coordonnées à distance vraie et ensuite par regroupement, et la sélection, parmi les groupes potentiels de voie de circulation trouvés, une paire de groupes de voie de circulation candidate qui satisfait les conditions prédéterminées à titre de paire de voies de circulation initialement détectées.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR10-2010-0069537 | 2010-07-19 | ||
KR1020100069537A KR101225626B1 (ko) | 2010-07-19 | 2010-07-19 | 차선 인식 시스템 및 방법 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2012011713A2 WO2012011713A2 (fr) | 2012-01-26 |
WO2012011713A3 true WO2012011713A3 (fr) | 2012-05-10 |
Family
ID=45497281
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/KR2011/005290 WO2012011713A2 (fr) | 2010-07-19 | 2011-07-19 | Système et procédé de reconnaissance de voie de circulation |
Country Status (2)
Country | Link |
---|---|
KR (1) | KR101225626B1 (fr) |
WO (1) | WO2012011713A2 (fr) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104670085A (zh) * | 2013-11-29 | 2015-06-03 | 现代摩比斯株式会社 | 车道脱离警报系统 |
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KR101327348B1 (ko) * | 2012-06-15 | 2013-11-11 | 재단법인 경북아이티융합 산업기술원 | 주행도로 영상에 정의된 마스크를 이용한 자기 차로 인식 시스템 |
KR101382902B1 (ko) * | 2012-06-29 | 2014-04-23 | 엘지이노텍 주식회사 | 차선이탈 경고 시스템 및 차선이탈 경고 방법 |
KR101428165B1 (ko) | 2012-06-29 | 2014-08-07 | 엘지이노텍 주식회사 | 차선이탈 경고 시스템 및 차선이탈 경고 방법 |
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KR102170689B1 (ko) | 2014-01-14 | 2020-10-27 | 한화테크윈 주식회사 | 영상 정합을 위한 특징점 샘플링 방법 |
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US11079764B2 (en) | 2018-02-02 | 2021-08-03 | Nvidia Corporation | Safety procedure analysis for obstacle avoidance in autonomous vehicles |
WO2019161300A1 (fr) | 2018-02-18 | 2019-08-22 | Nvidia Corporation | Détection d'objets et détermination de scores de confiance |
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US11182916B2 (en) | 2018-12-28 | 2021-11-23 | Nvidia Corporation | Distance to obstacle detection in autonomous machine applications |
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CN114889606B (zh) * | 2022-04-28 | 2023-04-07 | 吉林大学 | 一种基于多传感融合的低成本高精定位方法 |
CN116630928B (zh) * | 2023-07-25 | 2023-11-17 | 广汽埃安新能源汽车股份有限公司 | 一种车道线优化方法、装置及电子设备 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2009037541A (ja) * | 2007-08-03 | 2009-02-19 | Nissan Motor Co Ltd | レーンマーカ認識装置及びその方法、並びに車線逸脱防止装置 |
JP2009237706A (ja) * | 2008-03-26 | 2009-10-15 | Honda Motor Co Ltd | 車両用車線認識装置、車両、及び車両用車線認識プログラム |
US20100002911A1 (en) * | 2008-07-06 | 2010-01-07 | Jui-Hung Wu | Method for detecting lane departure and apparatus thereof |
US20100110193A1 (en) * | 2007-01-12 | 2010-05-06 | Sachio Kobayashi | Lane recognition device, vehicle, lane recognition method, and lane recognition program |
-
2010
- 2010-07-19 KR KR1020100069537A patent/KR101225626B1/ko active IP Right Grant
-
2011
- 2011-07-19 WO PCT/KR2011/005290 patent/WO2012011713A2/fr active Application Filing
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20100110193A1 (en) * | 2007-01-12 | 2010-05-06 | Sachio Kobayashi | Lane recognition device, vehicle, lane recognition method, and lane recognition program |
JP2009037541A (ja) * | 2007-08-03 | 2009-02-19 | Nissan Motor Co Ltd | レーンマーカ認識装置及びその方法、並びに車線逸脱防止装置 |
JP2009237706A (ja) * | 2008-03-26 | 2009-10-15 | Honda Motor Co Ltd | 車両用車線認識装置、車両、及び車両用車線認識プログラム |
US20100002911A1 (en) * | 2008-07-06 | 2010-01-07 | Jui-Hung Wu | Method for detecting lane departure and apparatus thereof |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104670085A (zh) * | 2013-11-29 | 2015-06-03 | 现代摩比斯株式会社 | 车道脱离警报系统 |
Also Published As
Publication number | Publication date |
---|---|
WO2012011713A2 (fr) | 2012-01-26 |
KR20120009590A (ko) | 2012-02-02 |
KR101225626B1 (ko) | 2013-01-24 |
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