DE69902225T2 - Verfahren und vorrichtung zur erfassung und verhinderung des einschlafens eines fahrzeugführers - Google Patents

Verfahren und vorrichtung zur erfassung und verhinderung des einschlafens eines fahrzeugführers

Info

Publication number
DE69902225T2
DE69902225T2 DE69902225T DE69902225T DE69902225T2 DE 69902225 T2 DE69902225 T2 DE 69902225T2 DE 69902225 T DE69902225 T DE 69902225T DE 69902225 T DE69902225 T DE 69902225T DE 69902225 T2 DE69902225 T2 DE 69902225T2
Authority
DE
Germany
Prior art keywords
person
eye
histogram
pixels
image
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.)
Expired - Fee Related
Application number
DE69902225T
Other languages
English (en)
Other versions
DE69902225D1 (de
Inventor
Patrick Pirim
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.)
Bev Holding SA
Holding BEV SA
Original Assignee
Bev Holding SA
Holding BEV SA
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
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=9521809&utm_source=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=DE69902225(T2) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Bev Holding SA, Holding BEV SA filed Critical Bev Holding SA
Application granted granted Critical
Publication of DE69902225D1 publication Critical patent/DE69902225D1/de
Publication of DE69902225T2 publication Critical patent/DE69902225T2/de
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02—Alarms for ensuring the safety of persons
    • G08B21/06—Alarms for ensuring the safety of persons indicating a condition of sleep, e.g. anti-dozing alarms
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1103—Detecting eye twinkling
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/18—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state for vehicle drivers or machine operators
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R1/00—Optical viewing arrangements; Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
    • B60R1/02—Rear-view mirror arrangements
    • B60R1/04—Rear-view mirror arrangements mounted inside vehicle
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R1/00—Optical viewing arrangements; Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
    • B60R1/12—Mirror assemblies combined with other articles, e.g. clocks
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2503/00—Evaluating a particular growth phase or type of persons or animals
    • A61B2503/20—Workers
    • A61B2503/22—Motor vehicles operators, e.g. drivers, pilots, captains
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/163—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state by tracking eye movement, gaze, or pupil change
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6813—Specially adapted to be attached to a specific body part
    • A61B5/6814—Head
    • A61B5/6821—Eye
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6887—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient mounted on external non-worn devices, e.g. non-medical devices
    • A61B5/6893—Cars
DE69902225T 1998-01-15 1999-01-14 Verfahren und vorrichtung zur erfassung und verhinderung des einschlafens eines fahrzeugführers Expired - Fee Related DE69902225T2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR9800378A FR2773521B1 (fr) 1998-01-15 1998-01-15 Procede et dispositif pour surveiller en continu l'etat de vigilance du conducteur d'un vehicule automobile, afin de detecter et prevenir une tendance eventuelle a l'endormissement de celui-ci
PCT/FR1999/000060 WO1999036894A1 (fr) 1998-01-15 1999-01-14 Procede et dispositif pour detecter et prevenir l'endormissement du conducteur d'un vehicule automobile

Publications (2)

Publication Number Publication Date
DE69902225D1 DE69902225D1 (de) 2002-08-29
DE69902225T2 true DE69902225T2 (de) 2003-03-27

Family

ID=9521809

Family Applications (2)

Application Number Title Priority Date Filing Date
DE69902225T Expired - Fee Related DE69902225T2 (de) 1998-01-15 1999-01-14 Verfahren und vorrichtung zur erfassung und verhinderung des einschlafens eines fahrzeugführers
DE69901878T Expired - Fee Related DE69901878T2 (de) 1998-01-15 1999-01-15 Verfahren und vorrichtung zur detektierung der schläfrigkeit des fahrers

Family Applications After (1)

Application Number Title Priority Date Filing Date
DE69901878T Expired - Fee Related DE69901878T2 (de) 1998-01-15 1999-01-15 Verfahren und vorrichtung zur detektierung der schläfrigkeit des fahrers

Country Status (14)

Country Link
US (2) US6717518B1 (de)
EP (2) EP1050032B1 (de)
JP (2) JP2002509321A (de)
CN (2) CN1132131C (de)
AT (2) ATE221235T1 (de)
AU (2) AU2058099A (de)
BR (2) BR9906979A (de)
CA (2) CA2320815A1 (de)
DE (2) DE69902225T2 (de)
ES (2) ES2179612T3 (de)
FR (1) FR2773521B1 (de)
IL (2) IL137173A (de)
TW (1) TW436436B (de)
WO (2) WO1999036894A1 (de)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE10350585A1 (de) * 2003-07-28 2005-03-17 Hyundai Motor Company Verfahren und Vorrichtung zum Bestimmen der Kopfposition des Kraftfahrzeugfahrers
DE10360176A1 (de) * 2003-12-20 2005-07-21 Volkswagen Ag Kraftfahrzeug mit einem Sensor zur Fahrerüberwachung

Families Citing this family (157)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8152198B2 (en) * 1992-05-05 2012-04-10 Automotive Technologies International, Inc. Vehicular occupant sensing techniques
US7570785B2 (en) * 1995-06-07 2009-08-04 Automotive Technologies International, Inc. Face monitoring system and method for vehicular occupants
US7181047B2 (en) 1996-07-26 2007-02-20 Patrick Pirim Methods and apparatus for identifying and localizing an area of relative movement in a scene
US7650015B2 (en) 1997-07-22 2010-01-19 Image Processing Technologies. LLC Image processing method
FR2751772B1 (fr) 1996-07-26 1998-10-16 Bev Bureau Etude Vision Soc Procede et dispositif fonctionnant en temps reel, pour le reperage et la localisation d'une zone en mouvement relatif dans une scene, ainsi que pour la determination de la vitesse et la direction du deplacement
FR2773521B1 (fr) * 1998-01-15 2000-03-31 Carlus Magnus Limited Procede et dispositif pour surveiller en continu l'etat de vigilance du conducteur d'un vehicule automobile, afin de detecter et prevenir une tendance eventuelle a l'endormissement de celui-ci
US7076088B2 (en) * 1999-09-03 2006-07-11 Honeywell International Inc. Near-infrared disguise detection
US7043465B2 (en) 2000-02-24 2006-05-09 Holding B.E.V.S.A. Method and device for perception of an object by its shape, its size and/or its orientation
US7136842B2 (en) 2000-02-24 2006-11-14 Holding B.E.V. S.A. Method and device for adapting a signal for the detection of the movement of an object
FR2805629B1 (fr) 2000-02-24 2002-08-30 Holding Bev Sa Procede et dispositif de perception automatique
WO2001088857A1 (de) * 2000-05-16 2001-11-22 Swisscom Mobile Ag Biometrisches identifizierungs- und authentifizierungsverfahren
CN1230660C (zh) * 2000-09-22 2005-12-07 沃思测量技术股份有限公司 借助坐标测量仪测量物体几何形状的方法
GB0024274D0 (en) * 2000-10-04 2000-11-15 Harris John W Vehicle security and occupant safety system
JP3983469B2 (ja) * 2000-11-14 2007-09-26 富士フイルム株式会社 画像処理装置、方法及び記録媒体
FR2828613B1 (fr) 2001-08-10 2003-11-07 Holding Bev Sa Dispositif et procede de traitement pour systeme de perception automatique
US7027619B2 (en) * 2001-09-13 2006-04-11 Honeywell International Inc. Near-infrared method and system for use in face detection
US6838994B2 (en) * 2001-10-26 2005-01-04 Koninklijke Philips Electronics N.V. Adaptive alarm system
JP3996428B2 (ja) * 2001-12-25 2007-10-24 松下電器産業株式会社 異常検知装置及び異常検知システム
GB0203035D0 (en) * 2002-02-08 2002-03-27 Univ Bristol A method of and an apparatus for measuring a person's ability to perform a motor control task
JP3908583B2 (ja) * 2002-04-10 2007-04-25 独立行政法人科学技術振興機構 眠気度検出装置及びそれと連動した覚醒装置
DE10226257A1 (de) * 2002-06-13 2003-12-24 Bosch Gmbh Robert Verfahren zur Detektion einer Person in einem Raum
AU2003265284A1 (en) * 2002-07-19 2004-02-09 Dicut Inc. Face recognition system and method therefor
US7351063B2 (en) * 2002-08-20 2008-04-01 George Peter T Jet lag forecaster
HK1053239A2 (en) * 2002-10-09 2003-09-26 Titanium Tech Ltd Apparatus and method for recognizing images
US7202793B2 (en) * 2002-10-11 2007-04-10 Attention Technologies, Inc. Apparatus and method of monitoring a subject and providing feedback thereto
AU2003269772A1 (en) * 2002-10-15 2004-05-04 Volvo Technology Corporation Method and arrangement for interpreting a subjects head and eye activity
US7202792B2 (en) * 2002-11-11 2007-04-10 Delphi Technologies, Inc. Drowsiness detection system and method
JP3947456B2 (ja) * 2002-11-20 2007-07-18 浜松ホトニクス株式会社 歩幅測定装置及び歩幅測定方法
US7280678B2 (en) * 2003-02-28 2007-10-09 Avago Technologies General Ip Pte Ltd Apparatus and method for detecting pupils
JP2004304765A (ja) * 2003-03-20 2004-10-28 Fuji Photo Film Co Ltd 画像記録装置および方法並びにプログラム
US7049947B2 (en) * 2003-09-29 2006-05-23 Nattel Group, Inc. System and method for monitoring the operational condition of a motor vehicle
US7109861B2 (en) * 2003-11-26 2006-09-19 International Business Machines Corporation System and method for alarm generation based on the detection of the presence of a person
EP1695310B1 (de) * 2003-11-30 2008-09-03 Volvo Technology Corporation Verfahren und system zum erkennen einer fahrerbeeinträchtigung
US7548803B2 (en) * 2004-01-21 2009-06-16 Maccarthy James Vehicle surveillance and control system
US7331671B2 (en) * 2004-03-29 2008-02-19 Delphi Technologies, Inc. Eye tracking method based on correlation and detected eye movement
US7362885B2 (en) * 2004-04-20 2008-04-22 Delphi Technologies, Inc. Object tracking and eye state identification method
US7720264B2 (en) * 2004-05-10 2010-05-18 Avago Technologies General Ip (Singapore) Pte. Ltd. Method and system for pupil detection for security applications
US7565034B2 (en) * 2004-06-17 2009-07-21 Avago Technologies Ecbu Ip (Singapore) Pte. Ltd. Determination of a navigation window in an optical navigation system
US20060011399A1 (en) * 2004-07-15 2006-01-19 International Business Machines Corporation System and method for controlling vehicle operation based on a user's facial expressions and physical state
DE102004051963A1 (de) * 2004-10-25 2006-05-04 Robert Bosch Gmbh Verfahren zur Fahrerunterstützung
KR101159847B1 (ko) * 2005-01-20 2012-06-25 삼성전자주식회사 졸음운전 감지용 얼굴 검출 정규화 장치 및 방법
WO2006092022A1 (en) * 2005-03-04 2006-09-08 Sleep Diagnostics Pty. Ltd Measuring alertness
US7253738B2 (en) * 2005-03-10 2007-08-07 Delphi Technologies, Inc. System and method of detecting eye closure based on edge lines
JP2006248363A (ja) * 2005-03-10 2006-09-21 Omron Corp 運転者照明装置、運転者撮影装置および運転者監視装置
US7253739B2 (en) 2005-03-10 2007-08-07 Delphi Technologies, Inc. System and method for determining eye closure state
JP2006260397A (ja) * 2005-03-18 2006-09-28 Konica Minolta Holdings Inc 開眼度推定装置
US7301465B2 (en) * 2005-03-24 2007-11-27 Tengshe Vishwas V Drowsy driving alarm system
JP4981279B2 (ja) * 2005-08-22 2012-07-18 クラリオン株式会社 車両用異常報知装置及び制御プログラム
WO2007051118A2 (en) 2005-10-25 2007-05-03 Nxstage Medical, Inc Safety features for medical devices requiring assistance and supervision
JP4497081B2 (ja) * 2005-10-31 2010-07-07 トヨタ自動車株式会社 人の状態検出装置
US7650034B2 (en) * 2005-12-14 2010-01-19 Delphi Technologies, Inc. Method of locating a human eye in a video image
US7423540B2 (en) 2005-12-23 2008-09-09 Delphi Technologies, Inc. Method of detecting vehicle-operator state
US8968105B2 (en) * 2006-02-14 2015-03-03 Wms Gaming Inc. Reorganizing a wagering game machine's NVRAM
US7747066B2 (en) * 2006-03-15 2010-06-29 International Business Machines Corporation Z-axis optical detection of mechanical feature height
US7482937B2 (en) * 2006-03-24 2009-01-27 Motorola, Inc. Vision based alert system using portable device with camera
US20080074618A1 (en) * 2006-05-15 2008-03-27 Baohua Qi Fatigue detection device using encoded light signals
US7620216B2 (en) * 2006-06-14 2009-11-17 Delphi Technologies, Inc. Method of tracking a human eye in a video image
WO2008044119A2 (en) * 2006-10-13 2008-04-17 Toyota Jidosha Kabushiki Kaisha On-board warning apparatus and warning method
US8102417B2 (en) * 2006-10-25 2012-01-24 Delphi Technologies, Inc. Eye closure recognition system and method
DE102006055908A1 (de) 2006-11-27 2008-05-29 Adc Automotive Distance Control Systems Gmbh Verfahren zur automatischen Fernlichtsteuerung
JP4137969B2 (ja) * 2006-12-04 2008-08-20 アイシン精機株式会社 眼部検出装置、眼部検出方法及びプログラム
US20080166052A1 (en) * 2007-01-10 2008-07-10 Toshinobu Hatano Face condition determining device and imaging device
CN101583313B (zh) * 2007-01-19 2011-04-13 旭化成株式会社 觉醒状态判断模型生成装置、觉醒状态判断装置以及警告装置
JP4895847B2 (ja) * 2007-02-08 2012-03-14 アイシン精機株式会社 瞼検出装置及びプログラム
JP4996943B2 (ja) * 2007-02-23 2012-08-08 アイシン精機株式会社 顔特徴点検出装置、顔特徴点検出方法及びプログラム
US7982620B2 (en) 2007-05-23 2011-07-19 Toyota Motor Engineering & Manufacturing North America, Inc. System and method for reducing boredom while driving
CN100452081C (zh) * 2007-06-01 2009-01-14 华南理工大学 一种人眼定位及人眼状态识别方法
JP4492652B2 (ja) * 2007-07-26 2010-06-30 トヨタ自動車株式会社 眠気状態判断装置
US9662977B2 (en) * 2008-01-02 2017-05-30 Hi Tech Robotic Systemz Ltd. Driver state monitoring system
JP2009223752A (ja) * 2008-03-18 2009-10-01 Hyundai Motor Co Ltd 居眠り運転危険判定装置
US8570176B2 (en) * 2008-05-28 2013-10-29 7352867 Canada Inc. Method and device for the detection of microsleep events
US20100014711A1 (en) * 2008-07-16 2010-01-21 Volkswagen Group Of America, Inc. Method for controlling an illumination in a vehicle interior in dependence on a head pose detected with a 3D sensor
KR101480564B1 (ko) 2008-10-21 2015-01-12 삼성전자주식회사 안면 인식을 이용한 알람 제어 장치 및 방법
JP4788786B2 (ja) * 2009-02-09 2011-10-05 株式会社デンソー 眠気検出装置，プログラムおよび眠気検出方法
US8576081B2 (en) 2009-02-13 2013-11-05 Toyota Jidosha Kabushiki Kaisha Physiological condition estimation device and vehicle control device
EP2237237B1 (de) * 2009-03-30 2013-03-20 Tobii Technology AB Augenschließungserkennung mit strukturierter Beleuchtung
US8344894B2 (en) * 2009-04-02 2013-01-01 GM Global Technology Operations LLC Driver drowsy alert on full-windshield head-up display
SE534980C2 (sv) * 2009-08-26 2012-03-06 Svenska Utvecklings Entreprenoeren Susen Ab Metod för att väcka en insomnad motorfordonsförare
TWI488149B (zh) * 2009-09-22 2015-06-11 Automotive Res & Testing Ct Driver monitoring method and its monitoring system
JP5680667B2 (ja) * 2009-12-02 2015-03-04 タタ コンサルタンシー サービシズ リミテッドＴＡＴＡ Ｃｏｎｓｕｌｔａｎｃｙ Ｓｅｒｖｉｃｅｓ Ｌｉｍｉｔｅｄ 運転者の覚醒状態の特定システム及び方法
JP5333284B2 (ja) * 2010-02-19 2013-11-06 トヨタ自動車株式会社 生体状態判定装置
EP2577607A1 (de) * 2010-05-28 2013-04-10 QUALCOMM Incorporated Datensatzerstellung für zielverfolgung mit sich dynamisch verändernden teilen
JP5519413B2 (ja) * 2010-06-03 2014-06-11 パナソニック株式会社 瞳孔隠蔽状態検出装置及びそれを備えた車載カメラ
DE102010049086A1 (de) * 2010-10-21 2012-04-26 Gm Global Technology Operations Llc (N.D.Ges.D. Staates Delaware) Verfahren zum Beurteilen der Fahreraufmerksamkeit
WO2012061871A1 (en) * 2010-11-08 2012-05-18 Optalert Australia Pty Ltd Fitness for work test
KR101245846B1 (ko) * 2010-11-17 2013-03-20 전자부품연구원 졸음 인식 장치 및 방법
JP5997871B2 (ja) 2010-12-10 2016-09-28 ティーケー ホールディングス インク．Ｔｋ Ｈｏｌｄｉｎｇｓ Ｉｎｃ． 車両運転者監視システム
US8552873B2 (en) * 2010-12-28 2013-10-08 Automotive Research & Testing Center Method and system for detecting a driving state of a driver in a vehicle
CN102567710B (zh) * 2010-12-30 2014-09-24 财团法人车辆研究测试中心 用以检测车辆内驾驶者的驾驶状态的方法及系统
CN102085099B (zh) * 2011-02-11 2017-02-08 北京中星微电子有限公司 疲劳驾驶检测方法和装置
US20140303690A2 (en) * 2011-05-26 2014-10-09 Felice Eugenio Agro Anti-sleep glasses
US9177202B2 (en) * 2011-07-11 2015-11-03 Toyota Jidosha Kabushiki Kaisha Red-eye detection device
CN102393796B (zh) * 2011-07-25 2014-06-18 金宇 基于眨眼特征提取的控制方法及基于该方法的拍摄眼镜
JP2013043044A (ja) * 2011-08-26 2013-03-04 Canon Inc 瞬目計測装置、方法、及びプログラム
CN102988037A (zh) * 2011-09-16 2013-03-27 贾天民 通过对人眼部量值的检测达到警示与控制行为的智能装置
JP5367037B2 (ja) * 2011-09-26 2013-12-11 本田技研工業株式会社 顔向き検出装置
TWI447039B (zh) * 2011-11-25 2014-08-01 駕駛行為分析警示系統與方法
JP5418579B2 (ja) * 2011-12-06 2014-02-19 株式会社デンソー 開閉眼検出装置
CN102647581B (zh) * 2012-04-27 2015-05-20 浙江晨鹰科技有限公司 一种视频监控方法及系统
CN102647582B (zh) * 2012-04-27 2015-06-03 浙江晨鹰科技有限公司 一种视频监控方法及系统
ES2436699B1 (es) * 2012-06-29 2014-12-22 Nil BARNOSELL MORERA Sistema de detección de somnolencia o distracción del conductor de un vehículo automóvil
TWI466070B (zh) 2012-09-14 2014-12-21 Utechzone Co Ltd 眼睛搜尋方法及使用該方法的眼睛狀態檢測裝置與眼睛搜尋裝置
RU2587408C2 (ru) * 2012-11-09 2016-06-20 Борис Павлович Калинин Видео контроль функционального состояния
EP2991542A4 (de) 2013-05-01 2017-04-12 MUSC Foundation For Research Development Überwachung neurologischer funktionaler zustände
RU2539004C1 (ru) * 2013-07-24 2015-01-10 Андрей Федорович Изнак Способ контроля выхода человека-оператора из контура управления
TWI493511B (zh) 2013-09-04 2015-07-21 Ind Tech Res Inst 駕駛狀態偵測系統、駕駛狀態偵測方法與電子裝置
US10210761B2 (en) * 2013-09-30 2019-02-19 Sackett Solutions & Innovations, LLC Driving assistance systems and methods
FR3012029B1 (fr) * 2013-10-23 2015-12-04 Peugeot Citroen Automobiles Sa Procede de detection de la baisse de vigilance du conducteur d'un vehicule automobile
KR101386823B1 (ko) * 2013-10-29 2014-04-17 김재철 동작, 안면, 눈, 입모양 인지를 통한 2단계 졸음운전 방지 장치
US9465981B2 (en) 2014-05-09 2016-10-11 Barron Associates, Inc. System and method for communication
US10430676B2 (en) 2014-06-23 2019-10-01 Denso Corporation Apparatus detecting driving incapability state of driver
JP6372388B2 (ja) * 2014-06-23 2018-08-15 株式会社デンソー ドライバの運転不能状態検出装置
US10503987B2 (en) 2014-06-23 2019-12-10 Denso Corporation Apparatus detecting driving incapability state of driver
DE102014220759B4 (de) * 2014-10-14 2019-06-19 Audi Ag Überwachung eines Aufmerksamkeitsgrads eines Fahrers eines Fahrzeugs
DE102014224765A1 (de) * 2014-12-03 2016-06-09 Volkswagen Aktiengesellschaft Vorrichtung und Verfahren zur Fahreraktivitätserkennung
CN105788364B (zh) * 2014-12-25 2019-05-14 中国移动通信集团公司 一种预警信息的发布方法及装置
DE102015200697A1 (de) * 2015-01-19 2016-07-21 Robert Bosch Gmbh Verfahren und Vorrichtung zum Erkennen von Sekundenschlaf eines Fahrers eines Fahrzeugs
US9505413B2 (en) * 2015-03-20 2016-11-29 Harman International Industries, Incorporated Systems and methods for prioritized driver alerts
CN104794438A (zh) * 2015-04-08 2015-07-22 天脉聚源（北京）教育科技有限公司 一种人物状态监测方法及装置
DE102015209391A1 (de) * 2015-05-22 2016-11-24 Robert Bosch Gmbh Verfahren und Vorrichtung zum Erzeugen einer Maskierungsvorschrift sowie zum Maskieren einer Bildinformation einer Kamera
DE102015211444A1 (de) * 2015-06-22 2016-12-22 Robert Bosch Gmbh Verfahren und Vorrichtung zum Unterscheiden von Blinzelereignissen und Instrumentenblicken unter Verwendung einer Augenöffnungsweite
US10486600B1 (en) * 2015-09-28 2019-11-26 Apple Inc. Systems for improving side-mirror functionality of a vehicle
JP6475859B2 (ja) * 2015-10-27 2019-02-27 京セラ株式会社 ミラー付き撮像装置
JPWO2017073045A1 (ja) * 2015-10-28 2018-08-02 京セラ株式会社 撮像装置、撮像システム、対象者監視システム、および撮像装置の制御方法
DE102015225109A1 (de) * 2015-12-14 2017-06-14 Robert Bosch Gmbh Verfahren und Vorrichtung zum Klassieren von Augenöffnungsdaten zumindest eines Auges eines Insassen eines Fahrzeugs und Verfahren und Vorrichtung zum Erfassen einer Schläfrigkeit und/oder eines Sekundenschlafes eines Insassen eines Fahrzeugs
DE102016205996A1 (de) * 2015-12-16 2017-06-22 Robert Bosch Gmbh Verfahren zum Ausgeben einer Schläfrigkeitswarnung und Steuergerät
JP6917708B2 (ja) * 2016-02-29 2021-08-11 株式会社デンソー 運転者監視システム
US10065651B2 (en) 2016-05-10 2018-09-04 Samsung Electronics Co., Ltd Electronic device and method for determining a state of a driver
CN107670157A (zh) * 2016-08-02 2018-02-09 昆山研达电脑科技有限公司 睡眠辅助装置及方法
KR101951565B1 (ko) * 2016-10-18 2019-02-22 서울대학교산학협력단 자세 및 작업 감지를 통한 안구 건조증 경고 시스템
CN107960989B (zh) * 2016-10-20 2022-02-08 松下知识产权经营株式会社 脉搏波计测装置以及脉搏波计测方法
US10346697B2 (en) * 2016-12-21 2019-07-09 Hyundai America Technical Center, Inc Driver state monitoring using corneal reflection detection
CN106725322B (zh) * 2016-12-22 2020-10-30 东软集团股份有限公司 确定处于睡眠临界区的方法及装置
KR102464874B1 (ko) * 2016-12-27 2022-11-09 젠텍스 코포레이션 눈 추적을 구비한 후방 비전 시스템
WO2018150485A1 (ja) * 2017-02-15 2018-08-23 三菱電機株式会社 運転状態判定装置および運転状態判定方法
US10943097B2 (en) * 2017-05-16 2021-03-09 Jeffry David Aronson Scalable configurable universal full spectrum cyber process that utilizes measure points from sensor observation-derived representations or analytically rich sparse data sets for making cyber determinations regarding or utilizing sensor observations or sensor observations subjects
US11117515B2 (en) * 2017-05-19 2021-09-14 Yazaki Corporation Monitoring system
CN107224292B (zh) * 2017-05-27 2019-12-31 西南交通大学 一种调度员的注意广度的测试方法和系统
TWI647666B (zh) * 2017-08-28 2019-01-11 緯創資通股份有限公司 瞌睡偵測裝置及其瞌睡偵測方法
JP6780616B2 (ja) * 2017-08-31 2020-11-04 トヨタ自動車株式会社 瞬き検出装置
JP2021512381A (ja) * 2017-12-19 2021-05-13 プラスエーアイ コープＰｌｕｓＡＩ Ｃｏｒｐ 強化型切り替え警告を適応化するための方法およびシステム
US10710590B2 (en) 2017-12-19 2020-07-14 PlusAI Corp Method and system for risk based driving mode switching in hybrid driving
US10620627B2 (en) 2017-12-19 2020-04-14 PlusAI Corp Method and system for risk control in switching driving mode
US10406978B2 (en) 2017-12-19 2019-09-10 PlusAI Corp Method and system for adapting augmented switching warning
FR3081131A3 (fr) * 2018-05-15 2019-11-22 Renault S.A.S Retroviseur interieur de vehicule avec camera integree
CN108919517A (zh) * 2018-09-25 2018-11-30 吉林大学 一种汽车驾驶用防疲劳眼镜及疲劳状态识别方法
FR3090172B1 (fr) * 2018-12-13 2020-11-20 Continental Automotive France Procédé de détermination d’un niveau de vigilance d’un conducteur
US11422551B2 (en) * 2018-12-27 2022-08-23 Intel Corporation Technologies for providing a cognitive capacity test for autonomous driving
JP7211441B2 (ja) * 2019-02-01 2023-01-24 日本電気株式会社 覚醒度推定装置、覚醒度推定方法、及びプログラム
EP3935830A1 (de) * 2019-03-08 2022-01-12 Motherson Innovations Company Ltd. Bilddarstellung für rückblickspiegelsysteme mit kameras
TWI749323B (zh) 2019-04-30 2021-12-11 先進光電科技股份有限公司 行動載具輔助系統
CN110287916B (zh) * 2019-06-28 2021-11-16 浙江吉利控股集团有限公司 一种用于判断驾驶员注意力的方法及系统
KR102378665B1 (ko) * 2020-08-26 2022-03-25 주식회사 켐트로닉스 차량의 긴급 제어 시스템 및 방법
CN112150767B (zh) * 2020-09-27 2021-11-23 河南城建学院 基于物联网与计算机的疲劳驾驶监控系统
AU2022332110A1 (en) * 2021-08-23 2024-02-15 Gentex Corporation Rearview assembly adjustment system
CN113990033A (zh) * 2021-09-10 2022-01-28 南京融才交通科技研究院有限公司 基于5g车联网的车辆交通事故远程接管救援方法及系统
TWI828457B (zh) * 2022-12-01 2024-01-01 鼎天國際股份有限公司 駕駛人行為偵測輔助系統

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4259665A (en) 1979-05-29 1981-03-31 Rmr Systems, Inc. Driver sleep or fatigue alarm
US4485375A (en) 1982-09-29 1984-11-27 Hershberger Vilas D Grip-responsive dozing driver alarm
US4555697A (en) 1984-02-17 1985-11-26 Thackrey James D Teeth-held head tilt alarm
JPH0779803B2 (ja) 1987-12-09 1995-08-30 日本電装株式会社 居眠り検出装置
JP2541688B2 (ja) * 1990-05-21 1996-10-09 日産自動車株式会社 眼位置検出装置
US5195606A (en) 1991-09-17 1993-03-23 Andrew Martyniuk Emergency stopping apparatus for automotive vehicles
US5402109A (en) 1993-04-29 1995-03-28 Mannik; Kallis H. Sleep prevention device for automobile drivers
US5353013A (en) 1993-05-13 1994-10-04 Estrada Richard J Vehicle operator sleep alarm
US5481622A (en) * 1994-03-01 1996-01-02 Rensselaer Polytechnic Institute Eye tracking apparatus and method employing grayscale threshold values
US5469143A (en) 1995-01-10 1995-11-21 Cooper; David E. Sleep awakening device for drivers of motor vehicles
US5689241A (en) 1995-04-24 1997-11-18 Clarke, Sr.; James Russell Sleep detection and driver alert apparatus
JP3452685B2 (ja) * 1995-05-10 2003-09-29 三菱電機株式会社 顔画像の処理装置
US6151065A (en) * 1995-06-20 2000-11-21 Steed; Van P. Concealed integrated vehicular camera safety system
JP3350296B2 (ja) * 1995-07-28 2002-11-25 三菱電機株式会社 顔画像処理装置
US5729619A (en) * 1995-08-08 1998-03-17 Northrop Grumman Corporation Operator identity, intoxication and drowsiness monitoring system and method
US5682144A (en) 1995-11-20 1997-10-28 Mannik; Kallis Hans Eye actuated sleep prevention devices and other eye controlled devices
US5813993A (en) 1996-04-05 1998-09-29 Consolidated Research Of Richmond, Inc. Alertness and drowsiness detection and tracking system
JP3183161B2 (ja) * 1996-04-12 2001-07-03 三菱自動車工業株式会社 覚醒度推定装置
FR2751772B1 (fr) 1996-07-26 1998-10-16 Bev Bureau Etude Vision Soc Procede et dispositif fonctionnant en temps reel, pour le reperage et la localisation d'une zone en mouvement relatif dans une scene, ainsi que pour la determination de la vitesse et la direction du deplacement
US5684461A (en) 1996-10-18 1997-11-04 Jones; Richard Sidney Sleep prevention device for a driver of a vehicle
US5841354A (en) 1997-02-27 1998-11-24 Bae; Tae Hong Position-sensing waking system and method
FR2773521B1 (fr) * 1998-01-15 2000-03-31 Carlus Magnus Limited Procede et dispositif pour surveiller en continu l'etat de vigilance du conducteur d'un vehicule automobile, afin de detecter et prevenir une tendance eventuelle a l'endormissement de celui-ci
DE19803158C1 (de) * 1998-01-28 1999-05-06 Daimler Chrysler Ag Vorrichtung zur Vigilanzzustandsbestimmung

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE10350585A1 (de) * 2003-07-28 2005-03-17 Hyundai Motor Company Verfahren und Vorrichtung zum Bestimmen der Kopfposition des Kraftfahrzeugfahrers
DE10350585B4 (de) * 2003-07-28 2005-12-01 Hyundai Motor Company Verfahren und Vorrichtung zum Bestimmen der Kopfposition des Kraftfahrzeugfahrers
DE10360176A1 (de) * 2003-12-20 2005-07-21 Volkswagen Ag Kraftfahrzeug mit einem Sensor zur Fahrerüberwachung

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