KR102479049B1 - 주행상황 판단 정보 기반 운전자 상태 인식 장치 및 방법 - Google Patents
주행상황 판단 정보 기반 운전자 상태 인식 장치 및 방법 Download PDFInfo
- Publication number
- KR102479049B1 KR102479049B1 KR1020180053895A KR20180053895A KR102479049B1 KR 102479049 B1 KR102479049 B1 KR 102479049B1 KR 1020180053895 A KR1020180053895 A KR 1020180053895A KR 20180053895 A KR20180053895 A KR 20180053895A KR 102479049 B1 KR102479049 B1 KR 102479049B1
- Authority
- KR
- South Korea
- Prior art keywords
- driver
- information
- driving
- face
- pupil
- Prior art date
Links
- 238000000034 method Methods 0.000 title claims description 28
- 210000001747 pupil Anatomy 0.000 claims description 55
- 238000010606 normalization Methods 0.000 claims description 15
- 230000001815 facial effect Effects 0.000 claims description 13
- 238000001514 detection method Methods 0.000 claims description 8
- 238000009826 distribution Methods 0.000 claims description 4
- 230000006399 behavior Effects 0.000 description 10
- 230000006870 function Effects 0.000 description 9
- 238000005516 engineering process Methods 0.000 description 8
- 238000003860 storage Methods 0.000 description 7
- 230000008901 benefit Effects 0.000 description 6
- 230000008569 process Effects 0.000 description 6
- 230000002159 abnormal effect Effects 0.000 description 5
- 238000010586 diagram Methods 0.000 description 5
- 206010041349 Somnolence Diseases 0.000 description 4
- 241000287181 Sturnus vulgaris Species 0.000 description 2
- 230000008921 facial expression Effects 0.000 description 2
- 210000003128 head Anatomy 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 1
- 238000007792 addition Methods 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 239000006185 dispersion Substances 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000000193 eyeblink Effects 0.000 description 1
- 230000004927 fusion Effects 0.000 description 1
- 239000011521 glass Substances 0.000 description 1
- 230000006698 induction Effects 0.000 description 1
- 230000001939 inductive effect Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 238000002372 labelling Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
Images
Classifications
-
- 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
- B60W40/08—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 drivers or passengers
-
- 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
- B60W30/00—Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
- B60W30/14—Adaptive cruise control
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/11—Region-based segmentation
-
- 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
-
- 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
-
- 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
- B60W40/08—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 drivers or passengers
- B60W2040/0809—Driver authorisation; Driver identity check
-
- 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
- B60W40/08—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 drivers or passengers
- B60W2040/0818—Inactivity or incapacity of driver
- B60W2040/0827—Inactivity or incapacity of driver due to sleepiness
-
- 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
- B60W2420/00—Indexing codes relating to the type of sensors based on the principle of their operation
- B60W2420/40—Photo, light or radio wave sensitive means, e.g. infrared sensors
- B60W2420/403—Image sensing, e.g. optical camera
-
- B60W2420/42—
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Transportation (AREA)
- Mechanical Engineering (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Mathematical Physics (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Traffic Control Systems (AREA)
- Image Analysis (AREA)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020180053895A KR102479049B1 (ko) | 2018-05-10 | 2018-05-10 | 주행상황 판단 정보 기반 운전자 상태 인식 장치 및 방법 |
JP2018209047A JP7154959B2 (ja) | 2018-05-10 | 2018-11-06 | 走行状況判断情報基盤の運転者状態認識装置及び方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020180053895A KR102479049B1 (ko) | 2018-05-10 | 2018-05-10 | 주행상황 판단 정보 기반 운전자 상태 인식 장치 및 방법 |
Publications (2)
Publication Number | Publication Date |
---|---|
KR20190134909A KR20190134909A (ko) | 2019-12-05 |
KR102479049B1 true KR102479049B1 (ko) | 2022-12-20 |
Family
ID=68538442
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
KR1020180053895A KR102479049B1 (ko) | 2018-05-10 | 2018-05-10 | 주행상황 판단 정보 기반 운전자 상태 인식 장치 및 방법 |
Country Status (2)
Country | Link |
---|---|
JP (1) | JP7154959B2 (ja) |
KR (1) | KR102479049B1 (ja) |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112188288B (zh) * | 2020-09-04 | 2023-03-14 | 青岛海尔科技有限公司 | 用于控制电视的方法及系统、装置、设备 |
CN112622892B (zh) * | 2020-12-14 | 2023-03-24 | 深圳技术大学 | 基于人脸和肢体姿态识别的紧急制动方法及系统 |
CN113569674A (zh) * | 2021-07-16 | 2021-10-29 | 深圳昌恩智能股份有限公司 | 一种基于智能车载终端的驾驶行为识别方法 |
KR102411864B1 (ko) * | 2021-08-31 | 2022-06-22 | (주)에이아이매틱스 | 운전자의 익명성을 보장하는 공유 차량의 주행 정보 관리 시스템 및 방법 |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2007257043A (ja) * | 2006-03-20 | 2007-10-04 | Nissan Motor Co Ltd | 乗員状態推定装置および乗員状態推定方法 |
JP2010097379A (ja) | 2008-10-16 | 2010-04-30 | Denso Corp | ドライバモニタリング装置およびドライバモニタリング装置用のプログラム |
JP2011128966A (ja) | 2009-12-18 | 2011-06-30 | Denso Corp | 顔特徴点検出装置および眠気検出装置 |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2007265377A (ja) | 2006-03-01 | 2007-10-11 | Toyota Central Res & Dev Lab Inc | 運転者状態判定装置及び運転支援装置 |
US8698639B2 (en) * | 2011-02-18 | 2014-04-15 | Honda Motor Co., Ltd. | System and method for responding to driver behavior |
KR101327007B1 (ko) | 2011-10-17 | 2013-11-13 | 현대자동차주식회사 | 차량 운행상태 정보 기반 운전 집중도 판단 방법 및 그 시스템 |
JP6282769B2 (ja) * | 2016-06-23 | 2018-02-21 | 株式会社ガイア・システム・ソリューション | エンゲージメント値処理システム及びエンゲージメント値処理装置 |
-
2018
- 2018-05-10 KR KR1020180053895A patent/KR102479049B1/ko active IP Right Grant
- 2018-11-06 JP JP2018209047A patent/JP7154959B2/ja active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2007257043A (ja) * | 2006-03-20 | 2007-10-04 | Nissan Motor Co Ltd | 乗員状態推定装置および乗員状態推定方法 |
JP2010097379A (ja) | 2008-10-16 | 2010-04-30 | Denso Corp | ドライバモニタリング装置およびドライバモニタリング装置用のプログラム |
JP2011128966A (ja) | 2009-12-18 | 2011-06-30 | Denso Corp | 顔特徴点検出装置および眠気検出装置 |
Also Published As
Publication number | Publication date |
---|---|
JP7154959B2 (ja) | 2022-10-18 |
KR20190134909A (ko) | 2019-12-05 |
JP2019197522A (ja) | 2019-11-14 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
KR102479049B1 (ko) | 주행상황 판단 정보 기반 운전자 상태 인식 장치 및 방법 | |
US11977675B2 (en) | Primary preview region and gaze based driver distraction detection | |
US11787408B2 (en) | System and method for controlling vehicle based on condition of driver | |
CN112389448B (zh) | 一种基于车辆状态和驾驶员状态的异常驾驶行为识别方法 | |
US10372972B2 (en) | Face detection apparatus, face detection method, and program | |
US10417512B2 (en) | Driver abnormality detection device and driver abnormality detection method | |
KR101276770B1 (ko) | 사용자 적응형 특이행동 검출기반의 안전운전보조시스템 | |
US10430677B2 (en) | Method for classifying driver movements | |
EP3561720A1 (en) | Providing location and driving behavior based alerts | |
US11572071B2 (en) | Method and system for determining awareness data | |
JP2017151694A (ja) | 安全確認診断システム及び安全確認診断方法 | |
EP3588372A1 (en) | Controlling an autonomous vehicle based on passenger behavior | |
KR102161908B1 (ko) | 운전자 상태 모니터링 방법 및 장치 | |
CN111434553A (zh) | 制动系统、方法、装置、疲劳驾驶模型的训练方法和装置 | |
CN117227740A (zh) | 一种智能驾驶车辆的多模态感知系统及方法 | |
JPH0796768A (ja) | 前方注視度検知装置 | |
CN111267865B (zh) | 基于视觉的安全驾驶预警方法、系统及存储介质 | |
WO2021262166A1 (en) | Operator evaluation and vehicle control based on eyewear data | |
RU2703341C1 (ru) | Способ определения опасных состояний на дорогах общего пользования на основе мониторинга ситуации в кабине транспортного средства | |
KR20120071220A (ko) | 시선추적을 통한 안전운전 지원 장치 및 방법 | |
US20240300509A1 (en) | Guiding a vehicle based on gaze tracking data | |
Nair et al. | Smart System for Drowsiness and Accident Detection | |
KR102331937B1 (ko) | 주행 위험도 및 운전자 상태 분석에 기초한 차량 긴급 구난 장치 | |
KR102038371B1 (ko) | 운전자의 눈 위치 검출 장치 및 방법 | |
CN115158325A (zh) | 用于确定人的注视区域的方法和车辆 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
E902 | Notification of reason for refusal | ||
E90F | Notification of reason for final refusal | ||
E701 | Decision to grant or registration of patent right | ||
GRNT | Written decision to grant |