FR3100640B1 - Procédé et dispositif de détection de bâillements d’un conducteur d’un véhicule - Google Patents
Procédé et dispositif de détection de bâillements d’un conducteur d’un véhicule Download PDFInfo
- Publication number
- FR3100640B1 FR3100640B1 FR1909925A FR1909925A FR3100640B1 FR 3100640 B1 FR3100640 B1 FR 3100640B1 FR 1909925 A FR1909925 A FR 1909925A FR 1909925 A FR1909925 A FR 1909925A FR 3100640 B1 FR3100640 B1 FR 3100640B1
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- France
- Prior art keywords
- driver
- vehicle
- yawn
- yawns
- detecting
- 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.)
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Links
- 206010048232 Yawning Diseases 0.000 title abstract 7
- 238000000034 method Methods 0.000 title abstract 4
- 238000001514 detection method Methods 0.000 abstract 2
- 238000010191 image analysis Methods 0.000 abstract 2
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
- G06V40/23—Recognition of whole body movements, e.g. for sport training
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- 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
- G06V20/59—Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
- G06V20/597—Recognising the driver's state or behaviour, e.g. attention or drowsiness
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
-
- 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
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- 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
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D21/00—Measuring or testing not otherwise provided for
- G01D21/02—Measuring two or more variables by means not covered by a single other subclass
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/107—Static hand or arm
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/165—Detection; Localisation; Normalisation using facial parts and geometric relationships
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
- G06V40/28—Recognition of hand or arm movements, e.g. recognition of deaf sign language
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
- G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
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- 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
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
- A61B2560/02—Operational features
- A61B2560/0242—Operational features adapted to measure environmental factors, e.g. temperature, pollution
- A61B2560/0247—Operational features adapted to measure environmental factors, e.g. temperature, pollution for compensation or correction of the measured physiological value
- A61B2560/0252—Operational features adapted to measure environmental factors, e.g. temperature, pollution for compensation or correction of the measured physiological value using ambient temperature
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
- A61B2562/02—Details of sensors specially adapted for in-vivo measurements
- A61B2562/029—Humidity sensors
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Multimedia (AREA)
- Human Computer Interaction (AREA)
- Animal Behavior & Ethology (AREA)
- Biomedical Technology (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Pathology (AREA)
- Biophysics (AREA)
- Public Health (AREA)
- Heart & Thoracic Surgery (AREA)
- Cardiology (AREA)
- Veterinary Medicine (AREA)
- Medical Informatics (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physiology (AREA)
- Social Psychology (AREA)
- Psychiatry (AREA)
- Data Mining & Analysis (AREA)
- Acoustics & Sound (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Signal Processing (AREA)
- Computational Linguistics (AREA)
- General Engineering & Computer Science (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Dentistry (AREA)
- Geometry (AREA)
- Ophthalmology & Optometry (AREA)
- Traffic Control Systems (AREA)
Abstract
Procédé et dispositif de détection de bâillements d’un conducteur d’un véhicule Le procédé de détection de bâillements d’un conducteur dans un habitacle d’un véhicule, le procédé comprenant : la capture d’images d’au moins une partie du visage du conducteur, l’analyse des images capturées par un module d’analyse d’image (14) pour détecter une ouverture de la bouche du conducteur, l’enregistrement du son dans l’habitacle du véhicule à l’aide d’au moins un microphone (26), la détection d’un bâillement du conducteur par un module de détection de bâillement (36) en fonction du résultat de l’analyse d’image et de l’enregistrement des sons, une ouverture de la bouche correspondant potentiellement à un bâillement étant considérée comme un bâillement effectif si elle est effectuée en combinaison avec un niveau sonore dans l’habitacle, pendant l’ouverture de la bouche, inférieur à un seuil sonore déterminé. Figure pour l'abrégé : Figure 1
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR1909925A FR3100640B1 (fr) | 2019-09-10 | 2019-09-10 | Procédé et dispositif de détection de bâillements d’un conducteur d’un véhicule |
CN202010933720.9A CN112560568A (zh) | 2019-09-10 | 2020-09-08 | 用于检测交通工具驾驶员的打哈欠的方法和装置 |
US17/017,631 US20210073561A1 (en) | 2019-09-10 | 2020-09-10 | Method and device for detecting yawning of a vehicle driver |
DE102020123672.7A DE102020123672A1 (de) | 2019-09-10 | 2020-09-10 | Verfahren und Vorrichtung zum Ermitteln von Gähnen eines Fahrers eines Fahrzeugs |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR1909925 | 2019-09-10 | ||
FR1909925A FR3100640B1 (fr) | 2019-09-10 | 2019-09-10 | Procédé et dispositif de détection de bâillements d’un conducteur d’un véhicule |
Publications (2)
Publication Number | Publication Date |
---|---|
FR3100640A1 FR3100640A1 (fr) | 2021-03-12 |
FR3100640B1 true FR3100640B1 (fr) | 2021-08-06 |
Family
ID=68343138
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
FR1909925A Active FR3100640B1 (fr) | 2019-09-10 | 2019-09-10 | Procédé et dispositif de détection de bâillements d’un conducteur d’un véhicule |
Country Status (4)
Country | Link |
---|---|
US (1) | US20210073561A1 (fr) |
CN (1) | CN112560568A (fr) |
DE (1) | DE102020123672A1 (fr) |
FR (1) | FR3100640B1 (fr) |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN114255757A (zh) * | 2020-09-22 | 2022-03-29 | 阿尔卑斯阿尔派株式会社 | 语音信息处理装置及语音信息处理方法 |
DE102021105311A1 (de) * | 2021-03-05 | 2022-09-08 | Dr. Ing. H.C. F. Porsche Aktiengesellschaft | Verfahren und Vorrichtung zur Müdigkeitserkennung |
CN113460073A (zh) * | 2021-06-30 | 2021-10-01 | 恒大新能源汽车投资控股集团有限公司 | 疲劳驾驶提醒方法、装置及系统 |
CN113838265B (zh) * | 2021-09-27 | 2023-05-30 | 科大讯飞股份有限公司 | 疲劳驾驶预警方法、装置以及电子设备 |
Family Cites Families (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20040123863A1 (en) * | 2002-12-27 | 2004-07-01 | Yi-Hua Wang | Method of controlling oxygen inhaling through involuntary action of human and product thereof |
US20060206379A1 (en) * | 2005-03-14 | 2006-09-14 | Outland Research, Llc | Methods and apparatus for improving the matching of relevant advertisements with particular users over the internet |
US10204625B2 (en) * | 2010-06-07 | 2019-02-12 | Affectiva, Inc. | Audio analysis learning using video data |
JP2019023767A (ja) * | 2015-11-17 | 2019-02-14 | 株式会社ソニー・インタラクティブエンタテインメント | 情報処理装置 |
US20180012090A1 (en) * | 2016-07-07 | 2018-01-11 | Jungo Connectivity Ltd. | Visual learning system and method for determining a driver's state |
CN109803583A (zh) * | 2017-08-10 | 2019-05-24 | 北京市商汤科技开发有限公司 | 驾驶状态监控方法、装置和电子设备 |
TWI715958B (zh) * | 2019-04-08 | 2021-01-11 | 國立交通大學 | 評估駕駛者之疲勞分數的方法 |
-
2019
- 2019-09-10 FR FR1909925A patent/FR3100640B1/fr active Active
-
2020
- 2020-09-08 CN CN202010933720.9A patent/CN112560568A/zh active Pending
- 2020-09-10 DE DE102020123672.7A patent/DE102020123672A1/de active Pending
- 2020-09-10 US US17/017,631 patent/US20210073561A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
US20210073561A1 (en) | 2021-03-11 |
DE102020123672A1 (de) | 2021-03-11 |
FR3100640A1 (fr) | 2021-03-12 |
CN112560568A (zh) | 2021-03-26 |
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