CN111754729A - Fatigue driving prompting device and prompting method - Google Patents
Fatigue driving prompting device and prompting method Download PDFInfo
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Abstract
本发明揭示了一种疲劳驾驶提示装置,包括:疲劳状态检测组件、疲劳提醒交互组件和通信组件。疲劳状态检测组件采集并处理驾驶员的图像,根据驾驶员的图像输出驾驶特征信息。疲劳提醒交互组件连接到疲劳状态检测组件,疲劳提醒交互组件依据驾驶特征信息产生疲劳等级信息。通信组件连接疲劳提醒交互组件和车辆反馈组件,通信组件将疲劳提醒交互组件产生的疲劳等级信息发送给车辆反馈组件,车辆反馈组件根据疲劳等级信息对驾驶员进行相应的反馈提示。车辆反馈组件是车辆上原有的各种车载部件。本发明还揭示了一种疲劳驾驶提示方法。本发明能根据驾驶员实时状态,提供包括听觉、视觉、嗅觉、触觉的多种感官刺激来缓解疲劳。The invention discloses a fatigue driving prompting device, comprising: a fatigue state detection component, a fatigue reminder interaction component and a communication component. The fatigue state detection component collects and processes the driver's image, and outputs driving characteristic information according to the driver's image. The fatigue reminder interaction component is connected to the fatigue state detection component, and the fatigue reminder interaction component generates fatigue level information according to the driving feature information. The communication component connects the fatigue reminder interaction component and the vehicle feedback component, the communication component sends the fatigue level information generated by the fatigue reminder interaction component to the vehicle feedback component, and the vehicle feedback component provides corresponding feedback to the driver according to the fatigue level information. Vehicle feedback components are various onboard components that are native to the vehicle. The invention also discloses a fatigue driving prompting method. According to the real-time state of the driver, the present invention can provide various sensory stimulations including hearing, vision, smell and touch to relieve fatigue.
Description
技术领域technical field
本发明涉及汽车智能化技术领域,更具体地说,涉及对驾驶员疲劳驾驶行为进行判断和提示的技术。The invention relates to the technical field of automobile intelligentization, and more particularly, to a technology for judging and prompting driver fatigue driving behavior.
背景技术Background technique
汽车使用过程中,疲劳驾驶是交通安全的重大隐患之一。驾驶员处于疲劳状态时,对周围环境的感知、判断能力以及对车辆的掌控能力都有不同程度下降,极易发生交通事故。目前车内疲劳驾驶检测系统主要使用两种方式:一种通过解析驾驶员转动方向盘、踩刹车等驾驶行为判断驾驶员是否疲劳驾驶,此方法受驾驶员的驾驶习惯影响较大,存在误报率较高的问题。另一种利用图像处理技术,根据驾驶员眼部状态或头部下垂状态等单一检测量进行疲劳驾驶判断,由于使用单一检测量收到驾驶员习惯动作、偶然动作等的干扰较大,因此也存在判断准确度低的问题。Fatigue driving is one of the major hidden dangers of traffic safety in the process of car use. When the driver is in a state of fatigue, the perception of the surrounding environment, the ability to judge and the ability to control the vehicle are reduced to varying degrees, and traffic accidents are very likely to occur. At present, the in-vehicle fatigue driving detection system mainly uses two methods: one is to judge whether the driver is fatigued or not by analyzing the driving behavior of the driver such as turning the steering wheel and stepping on the brake. This method is greatly affected by the driver's driving habits, and there is a false alarm rate. higher problem. The other uses image processing technology to judge fatigue driving based on a single detection amount such as the driver's eye state or head drooping state. Since the use of a single detection amount is greatly disturbed by the driver's habitual actions and accidental actions, it is also There is a problem that the judgment accuracy is low.
在发现驾驶员疲劳驾驶之后,对于疲劳驾驶的提醒交互方法,目前大多采用定时语音播报、方向盘震动等单一提醒方式,存在实时性和适应性较差的问题。在驾驶员疲劳驾驶的状态下,随着提示次数增多,人体对单一刺激易形成免疫,提示效果有限。当检测到驾驶员疲劳驾驶时,最正确的做法为及时停车休息,缓解疲劳。但是在实际行车过程中,经常出现找不到服务区、休息区、不方便停车等无法及时停车休息的情况。此外,在已经出现疲劳的状态下,再要求驾驶员分身去寻找服务区停车休息,反而会增加驾驶危险性。After the driver is found to be driving fatigued, most of the reminder interaction methods for fatigued driving currently use a single reminder method such as timed voice broadcast and steering wheel vibration, which has the problem of poor real-time and adaptability. In the state of driver fatigue driving, as the number of prompts increases, the human body is easy to form immunity to a single stimulus, and the prompt effect is limited. When it is detected that the driver is driving fatigued, the most correct approach is to stop and rest in time to relieve fatigue. However, in the actual driving process, it is often impossible to find a service area, a rest area, or inconvenient parking, etc., and it is impossible to stop and rest in time. In addition, in a state of fatigue, the driver is required to go to the service area to stop and rest, which will increase the risk of driving.
发明内容SUMMARY OF THE INVENTION
本发明旨在提出一种新的疲劳驾驶的检测以及提示的技术。The present invention aims to propose a new fatigue driving detection and prompting technology.
根据本发明的一实施例,提出一种疲劳驾驶提示装置,包括:疲劳状态检测组件、疲劳提醒交互组件和通信组件。疲劳状态检测组件采集并处理驾驶员的图像,根据驾驶员的图像输出驾驶特征信息。疲劳提醒交互组件连接到疲劳状态检测组件,疲劳提醒交互组件依据驾驶特征信息产生疲劳等级信息。通信组件连接疲劳提醒交互组件和车辆反馈组件,通信组件将疲劳提醒交互组件产生的疲劳等级信息发送给车辆反馈组件,车辆反馈组件根据疲劳等级信息对驾驶员进行相应的反馈提示。车辆反馈组件是车辆上原有的各种车载部件。According to an embodiment of the present invention, a fatigue driving prompting device is provided, which includes: a fatigue state detection component, a fatigue reminder interaction component, and a communication component. The fatigue state detection component collects and processes the driver's image, and outputs driving characteristic information according to the driver's image. The fatigue reminder interaction component is connected to the fatigue state detection component, and the fatigue reminder interaction component generates fatigue level information according to the driving feature information. The communication component connects the fatigue reminder interaction component and the vehicle feedback component, the communication component sends the fatigue level information generated by the fatigue reminder interaction component to the vehicle feedback component, and the vehicle feedback component provides corresponding feedback to the driver according to the fatigue level information. Vehicle feedback components are various onboard components that are native to the vehicle.
根据本发明的一实施例,疲劳状态检测组件安装在座舱内,疲劳状态检测组件获取驾驶员的面部图像,从面部图像中提取眼部特征图像和嘴部特征图像,依据眼部特征图像和嘴部特征图像输出驾驶特征信息。According to an embodiment of the present invention, the fatigue state detection component is installed in the cockpit, and the fatigue state detection component obtains the driver's face image, extracts the eye feature image and the mouth feature image from the facial image, and extracts the eye feature image and the mouth feature image from the face image. The driving feature information is output from the partial feature image.
根据本发明的一实施例,疲劳状态检测组件包括:图像采集设备和图像处理设备。图像采集设备采集驾驶员的图像。图像处理设备连接到图像采集设备,图像处理设备从图像采集设备采集的驾驶员的图像中获取驾驶员的面部图像,从面部图像中提取眼部特征图像和嘴部特征图像,并依据眼部特征图像和嘴部特征图像输出驾驶特征信息。According to an embodiment of the present invention, the fatigue state detection component includes: an image acquisition device and an image processing device. The image capture device captures images of the driver. The image processing device is connected to the image acquisition device, and the image processing device obtains the driver's face image from the driver's image collected by the image acquisition device, extracts the eye feature image and the mouth feature image from the facial image, and extracts the eye feature image and the mouth feature image according to the eye feature. The image and the mouth feature image output driving feature information.
根据本发明的一实施例,图像采集设备是内舱摄像头,内舱摄像头对准驾驶员座位区域,内舱摄像头是具有主动红外光源的红外摄像头,内舱摄像头的视场角覆盖正常驾驶状态时驾驶员头部的全部活动区域,内舱摄像头的分辨率满足驾驶员眼部动作和嘴部动作的辨识要求。According to an embodiment of the present invention, the image acquisition device is an interior camera, the interior camera is aimed at the driver's seat area, the interior camera is an infrared camera with an active infrared light source, and the field of view of the interior camera covers the normal driving state. In all active areas of the driver's head, the resolution of the camera in the interior meets the requirements for the identification of the driver's eye movements and mouth movements.
根据本发明的一实施例,图像处理设备包括:人脸检测模块、眼部图像模块、嘴部图像模块和图像分析模块。人脸检测模块从驾驶员的图像中定位面部图像的位置并获取驾驶员的面部图像。眼部图像模块从面部图像中定位并提取眼部图像。嘴部图像模块从面部图像中定位并提取嘴部图像。图像分析模块连接到眼部图像模块和嘴部图像模块,图像分析模块依据眼部特征图像和嘴部特征图像输出驾驶特征信息。According to an embodiment of the present invention, the image processing device includes: a face detection module, an eye image module, a mouth image module, and an image analysis module. The face detection module locates the position of the face image from the driver's image and obtains the driver's face image. The eye image module locates and extracts the eye image from the face image. The mouth image module locates and extracts the mouth image from the face image. The image analysis module is connected to the eye image module and the mouth image module, and the image analysis module outputs driving feature information according to the eye feature image and the mouth feature image.
根据本发明的一实施例,驾驶特征信息包括:According to an embodiment of the present invention, the driving characteristic information includes:
眼睛开度大于最大开度的20%,为睁眼信号;The eye opening is greater than 20% of the maximum opening, which is the eye opening signal;
眼睛开度小于等于最大开度的20%,为闭眼信号;The eye opening is less than or equal to 20% of the maximum opening, which is the closed eye signal;
连续的睁眼信号、闭眼信号和睁眼信号组成眨眼信号;The continuous eye-opening signal, eye-closing signal and eye-opening signal constitute the blinking signal;
闭眼信号持续3秒或以上,为瞌睡信号;Eyes closed signal lasts for 3 seconds or more, it is a doze signal;
无法定位嘴部信号持续3秒或以上,为瞌睡信号;If the mouth signal cannot be located for 3 seconds or more, it is a drowsiness signal;
嘴部开度大于嘴部宽度,为哈欠信号。The mouth opening is greater than the mouth width, which is a yawn signal.
根据本发明的一实施例,疲劳提醒交互组件依据驾驶特征信息产生疲劳等级信息,疲劳提醒交互组件统计单位时间内驾驶特征信息的次数,并产生四种疲劳等级信息:正常、轻度疲劳、中度疲劳和重度疲劳。According to an embodiment of the present invention, the fatigue reminder interaction component generates fatigue level information according to the driving feature information, the fatigue reminder interaction component counts the number of driving feature information per unit time, and generates four types of fatigue level information: normal, mild fatigue, moderate fatigue Fatigue and severe fatigue.
根据本发明的一实施例,According to an embodiment of the present invention,
1分钟周期内瞌睡信号大于等于1次,为重度疲劳;If the doze signal is greater than or equal to 1 time in a 1-minute period, it is severe fatigue;
1分钟周期内眨眼信号大于等于30次但无瞌睡信号,或者1分钟周期内哈欠信号大于等于4次但无瞌睡信号,为中度疲劳;Moderate fatigue occurs when the blink signal is greater than or equal to 30 times in a 1-minute period but there is no drowsiness signal, or the yawn signal is greater than or equal to 4 times in a 1-minute period but there is no drowsiness signal;
1分钟周期内眨眼信号大于等于24次且小于30次但无瞌睡信号,或者1分钟周期内哈欠信号大于等于2次且小于4次但无瞌睡信号,为轻度疲劳;If the blink signal is greater than or equal to 24 times and less than 30 times but there is no drowsiness signal within a 1-minute period, or the yawn signal is greater than or equal to 2 times and less than 4 times but there is no drowsiness signal within a 1-minute period, it is mild fatigue;
其余情况为正常。The rest are normal.
根据本发明的一实施例,车辆反馈组件包括:仪表盘、空调控制器和信息娱乐设备。仪表盘向驾驶员提供视觉和听觉反馈提示。空调控制器向驾驶员提供体感反馈提示。信息娱乐设备向驾驶员提供精神和信息反馈提示。According to an embodiment of the present invention, a vehicle feedback assembly includes an instrument panel, an air conditioning controller, and an infotainment device. The instrument cluster provides visual and audible feedback cues to the driver. The air conditioning controller provides somatosensory feedback prompts to the driver. Infotainment equipment provides mental and informational feedback cues to the driver.
根据本发明的一实施例,车辆反馈组件还包括:香氛设备和座椅按摩控制器。香氛设备向驾驶员提供嗅觉反馈提示。座椅按摩控制器向驾驶员提供触觉反馈提示。According to an embodiment of the present invention, the vehicle feedback assembly further includes: a fragrance device and a seat massage controller. Fragrance devices provide drivers with olfactory feedback cues. Seat massage controllers provide haptic feedback cues to the driver.
根据本发明的一实施例,According to an embodiment of the present invention,
轻度疲劳下,车辆反馈组件进行低强度提示,低强度提示由仪表盘和空调控制器的至少其中之一执行:其中仪表盘提供缓和的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示;Under mild fatigue, the vehicle feedback component performs low-intensity prompts, and the low-intensity prompts are performed by at least one of the instrument panel and the air conditioner controller: the instrument panel provides moderate visual and auditory feedback prompts, and the air conditioner controller reduces the temperature and adds new energy. Air volume for somatosensory feedback;
中度疲劳下,车辆反馈组件进行中强度提示,中强度提示由仪表盘、空调控制器、信息娱乐设备和香氛设备的至少其中之一执行:其中仪表盘提供急促的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示,信息娱乐设备向播放音乐提供精神反馈提示、指示休息区导航路线提供信息反馈提示,香氛设备释放提神香氛提供嗅觉反馈提示;Under moderate fatigue, the vehicle feedback component performs a medium-intensity prompt, and the medium-intensity prompt is performed by at least one of the instrument panel, the air conditioner controller, the infotainment device, and the fragrance device: the instrument panel provides rapid visual and auditory feedback prompts, air conditioning The controller lowers the temperature and increases the fresh air volume for somatosensory feedback prompts, the infotainment equipment provides spiritual feedback prompts for playing music, provides information feedback prompts for indicating the navigation route in the rest area, and the fragrance equipment releases refreshing fragrance to provide olfactory feedback prompts;
重度疲劳下,车辆反馈组件进行高强度提示,高强度提示由仪表盘、空调控制器、信息娱乐设备、香氛设备和座椅按摩控制器的至少其中之一执行:其中仪表盘提供急促的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示,信息娱乐设备向播放音乐提供精神反馈提示、指示休息区导航路线提供信息反馈提示,香氛设备释放提神香氛提供嗅觉反馈提示,座椅按摩控制器开启座椅按摩向驾驶员提供触觉反馈提示。Under severe fatigue, the vehicle feedback component performs high-intensity prompts, and the high-intensity prompts are performed by at least one of the instrument panel, air conditioning controller, infotainment device, fragrance device, and seat massage controller: the instrument panel provides a quick visual and auditory feedback prompts, the air conditioning controller reduces the temperature and increases the fresh air volume for somatosensory feedback prompts, the infotainment equipment provides spiritual feedback prompts for playing music, provides information feedback prompts for indicating the navigation route of the rest area, and the aroma equipment releases refreshing fragrance to provide olfactory feedback. Prompt, the seat massage controller turns on seat massage to provide tactile feedback to the driver.
根据本发明的一实施例,通信组件是车载网关。According to an embodiment of the present invention, the communication component is an in-vehicle gateway.
根据本发明的一实施例,提出一种疲劳驾驶提示方法,包括:According to an embodiment of the present invention, a method for prompting fatigue driving is provided, including:
疲劳检测步骤,采集并处理驾驶员的图像,根据驾驶员的图像输出驾驶特征信息;In the fatigue detection step, the image of the driver is collected and processed, and the driving feature information is output according to the image of the driver;
疲劳提醒步骤,依据驾驶特征信息产生疲劳等级信息;Fatigue reminder step, generating fatigue level information based on driving characteristic information;
反馈提示步骤,将疲劳等级信息发送给车辆反馈组件,车辆反馈组件根据疲劳等级信息对驾驶员进行相应的反馈提示。In the feedback prompting step, the fatigue level information is sent to the vehicle feedback component, and the vehicle feedback component provides corresponding feedback prompts to the driver according to the fatigue level information.
根据本发明的一实施例,疲劳检测步骤中获取驾驶员的面部图像,从面部图像中提取眼部特征图像和嘴部特征图像,依据眼部特征图像和嘴部特征图像输出驾驶特征信息。According to an embodiment of the present invention, in the fatigue detection step, a face image of the driver is obtained, an eye feature image and a mouth feature image are extracted from the face image, and driving feature information is output according to the eye feature image and the mouth feature image.
根据本发明的一实施例,驾驶特征信息包括:According to an embodiment of the present invention, the driving characteristic information includes:
眼睛开度大于最大开度的20%,为睁眼信号;The eye opening is greater than 20% of the maximum opening, which is the eye opening signal;
眼睛开度小于等于最大开度的20%,为闭眼信号;The eye opening is less than or equal to 20% of the maximum opening, which is the closed eye signal;
连续的睁眼信号、闭眼信号和睁眼信号组成眨眼信号;The continuous eye-opening signal, eye-closing signal and eye-opening signal constitute the blinking signal;
闭眼信号持续3秒或以上,为瞌睡信号;Eyes closed signal lasts for 3 seconds or more, it is a doze signal;
无法定位嘴部信号持续3秒或以上,为瞌睡信号;If the mouth signal cannot be located for 3 seconds or more, it is a drowsiness signal;
嘴部开度大于嘴部宽度,为哈欠信号。The mouth opening is greater than the mouth width, which is a yawn signal.
根据本发明的一实施例,疲劳提醒步骤中,依据驾驶特征信息产生疲劳等级信息,疲劳提醒交互组件统计单位时间内驾驶特征信息的次数,并产生四种疲劳等级信息:正常、轻度疲劳、中度疲劳和重度疲劳。According to an embodiment of the present invention, in the fatigue reminder step, the fatigue level information is generated according to the driving feature information, the fatigue reminder interactive component counts the number of driving feature information per unit time, and generates four types of fatigue level information: normal, mild fatigue, Moderate and severe fatigue.
根据本发明的一实施例,According to an embodiment of the present invention,
1分钟周期内瞌睡信号大于等于1次,为重度疲劳;If the doze signal is greater than or equal to 1 time in a 1-minute period, it is severe fatigue;
1分钟周期内眨眼信号大于等于30次但无瞌睡信号,或者1分钟周期内哈欠信号大于等于4次但无瞌睡信号,为中度疲劳;Moderate fatigue occurs when the blink signal is greater than or equal to 30 times in a 1-minute period but there is no drowsiness signal, or the yawn signal is greater than or equal to 4 times in a 1-minute period but there is no drowsiness signal;
1分钟周期内眨眼信号大于等于24次且小于30次但无瞌睡信号,或者1分钟周期内哈欠信号大于等于2次且小于4次但无瞌睡信号,为轻度疲劳;If the blink signal is greater than or equal to 24 times and less than 30 times but there is no drowsiness signal within a 1-minute period, or the yawn signal is greater than or equal to 2 times and less than 4 times but there is no drowsiness signal within a 1-minute period, it is mild fatigue;
其余情况为正常。The rest are normal.
根据本发明的一实施例,According to an embodiment of the present invention,
轻度疲劳下,车辆反馈组件进行低强度提示,低强度提示由仪表盘和空调控制器的至少其中之一执行:其中仪表盘提供缓和的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示;Under mild fatigue, the vehicle feedback component performs low-intensity prompts, and the low-intensity prompts are performed by at least one of the instrument panel and the air conditioner controller: the instrument panel provides moderate visual and auditory feedback prompts, and the air conditioner controller reduces the temperature and adds new energy. Air volume for somatosensory feedback;
中度疲劳下,车辆反馈组件进行中强度提示,中强度提示由仪表盘、空调控制器、信息娱乐设备和香氛设备的至少其中之一执行:其中仪表盘提供急促的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示,信息娱乐设备向播放音乐提供精神反馈提示、指示休息区导航路线提供信息反馈提示,香氛设备释放提神香氛提供嗅觉反馈提示;Under moderate fatigue, the vehicle feedback component performs a medium-intensity prompt, and the medium-intensity prompt is performed by at least one of the instrument panel, the air conditioner controller, the infotainment device, and the fragrance device: the instrument panel provides rapid visual and auditory feedback prompts, air conditioning The controller lowers the temperature and increases the fresh air volume for somatosensory feedback prompts, the infotainment equipment provides spiritual feedback prompts for playing music, provides information feedback prompts for indicating the navigation route in the rest area, and the fragrance equipment releases refreshing fragrance to provide olfactory feedback prompts;
重度疲劳下,车辆反馈组件进行高强度提示,高强度提示由仪表盘、空调控制器、信息娱乐设备、香氛设备和座椅按摩控制器的至少其中之一执行:其中仪表盘提供急促的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示,信息娱乐设备向播放音乐提供精神反馈提示、指示休息区导航路线提供信息反馈提示,香氛设备释放提神香氛提供嗅觉反馈提示,座椅按摩控制器开启座椅按摩向驾驶员提供触觉反馈提示。Under severe fatigue, the vehicle feedback component performs high-intensity prompts, and the high-intensity prompts are performed by at least one of the instrument panel, air conditioning controller, infotainment device, fragrance device, and seat massage controller: the instrument panel provides a quick visual and auditory feedback prompts, the air conditioning controller reduces the temperature and increases the fresh air volume for somatosensory feedback prompts, the infotainment equipment provides spiritual feedback prompts for playing music, provides information feedback prompts for indicating the navigation route of the rest area, and the aroma equipment releases refreshing fragrance to provide olfactory feedback. Prompt, the seat massage controller turns on seat massage to provide tactile feedback to the driver.
本发明的疲劳驾驶提示装置和提示方法能根据驾驶员实时状态,提供包括听觉、视觉、嗅觉、触觉的多种感官刺激,从缓解疲劳和帮助驾驶员及时停车休息两个方面降低疲劳驾驶的影响,有效保障驾驶员安全驾驶,避免因为疲劳驾驶而引发交通事故,危害驾驶员及他人的生命财产安全。The fatigue driving prompting device and prompting method of the present invention can provide a variety of sensory stimuli including hearing, vision, smell and touch according to the real-time state of the driver, and reduce the impact of fatigued driving from two aspects: relieving fatigue and helping the driver to stop and rest in time , effectively protect the driver's safe driving, avoid traffic accidents caused by fatigue driving, and endanger the life and property safety of the driver and others.
附图说明Description of drawings
图1揭示了根据本发明的一实施例的疲劳驾驶提示装置的结构框图。FIG. 1 discloses a structural block diagram of a fatigue driving prompting device according to an embodiment of the present invention.
图2揭示了根据本发明的一实施例的疲劳驾驶提示装置中疲劳状态检测组件的结构框图。FIG. 2 discloses a structural block diagram of a fatigue state detection component in a fatigue driving prompting device according to an embodiment of the present invention.
图3揭示了根据本发明的一实施例的疲劳驾驶提示装置中图像处理设备的结构框图。FIG. 3 discloses a structural block diagram of an image processing device in a fatigue driving reminder device according to an embodiment of the present invention.
图4揭示了根据本发明的一实施例的疲劳驾驶提示装置中进行疲劳等级判断的过程。FIG. 4 discloses the process of determining the fatigue level in the fatigue driving prompting device according to an embodiment of the present invention.
图5揭示了根据本发明的一实施例的疲劳驾驶提示装置的工作过程。FIG. 5 discloses the working process of the fatigue driving prompting device according to an embodiment of the present invention.
图6揭示了根据本发明的一实施例的疲劳驾驶提示方法的流程图。FIG. 6 discloses a flowchart of a method for prompting fatigue driving according to an embodiment of the present invention.
具体实施方式Detailed ways
图1揭示了根据本发明的一实施例的疲劳驾驶提示装置的结构框图。参考图1所示,该疲劳驾驶提示装置包括:疲劳状态检测组件100、疲劳提醒交互组件200和通信组件300。疲劳状态检测组件100采集并处理驾驶员的图像,根据驾驶员的图像输出驾驶特征信息。疲劳提醒交互组件200连接到疲劳状态检测组件100,疲劳提醒交互组件200依据驾驶特征信息产生疲劳等级信息。通信组件300连接疲劳提醒交互组件200和车辆反馈组件,通信组件300将疲劳提醒交互组件产生的疲劳等级信息发送给车辆反馈组件,车辆反馈组件根据疲劳等级信息对驾驶员进行相应的反馈提示。FIG. 1 discloses a structural block diagram of a fatigue driving prompting device according to an embodiment of the present invention. Referring to FIG. 1 , the device for prompting fatigue driving includes: a fatigue
疲劳状态检测组件100安装在座舱内,疲劳状态检测组件获取驾驶员的面部图像,从面部图像中提取眼部特征图像和嘴部特征图像,依据眼部特征图像和嘴部特征图像输出驾驶特征信息。通过采集眼部特征图像和嘴部特征图像两个方面的数据,使得检测驾驶员是否处于疲劳驾驶的信息更加全面,减少由于采样信息单一而带来的误判概率高的情况。图2揭示了根据本发明的一实施例的疲劳驾驶提示装置中疲劳状态检测组件的结构框图。在图示的实施例中,疲劳状态检测组件100包括:图像采集设备110和图像处理设备120。The fatigue
图像采集设备110采集驾驶员的图像。在一个实施例中,图像采集设备110是内舱摄像头,内舱摄像头对准驾驶员座位区域,内舱摄像头是具有主动红外光源的红外摄像头。内舱摄像头的视场角覆盖正常驾驶状态时驾驶员头部的全部活动区域,以确保在正常驾驶状态下能够采集到驾驶员的眼部特征图像和嘴部特征图像。内舱摄像头的分辨率满足驾驶员眼部动作和嘴部动作的辨识要求。由于眼部动作和嘴部动作的幅度较小,因此需要确保内舱摄像头具有足够高的分辨率,能够对眼部动作和嘴部动作进行清楚地辨识。在一个实现的实例中,内舱摄像头安装于驾驶员前方,可选择放置于方向盘后方仪表盘处、驾驶员左侧A柱或前挡风玻璃边框等位置,摄像头的镜头对准采集驾驶员座位的区域。内舱摄像头为红外摄像头和主动红外光源,主动红外光源可使图像采集不受外界光照条件的影响。内舱摄像头的水平视场角大于60°,垂直视场角大于35°,这样可以保证正常驾驶状态时驾驶员头部的全部活动区域都在摄像头的视场角范围内,在正常驾驶时确保能够采集到驾驶员的面部图像。内舱摄像头的分辨率为1280(H)x 720(V),在该分辨率下能够清晰辨识眼部动作和嘴部动作。内舱摄像头的成像器采用全局快门。The
图像处理设备120连接到图像采集设备110。图像处理设备120从图像采集设备110采集的驾驶员的图像中获取驾驶员的面部图像,从面部图像中提取眼部特征图像和嘴部特征图像,并依据眼部特征图像和嘴部特征图像输出驾驶特征信息。图3揭示了根据本发明的一实施例的疲劳驾驶提示装置中图像处理设备的结构框图。在图3所示的实施例中,图像处理设备120包括:人脸检测模块121、眼部图像模块122、嘴部图像模块123和图像分析模块124。人脸检测模块121从驾驶员的图像中定位面部图像的位置并获取驾驶员的面部图像。眼部图像模块122从面部图像中定位并提取眼部图像。嘴部图像模块123从面部图像中定位并提取嘴部图像。图像分析模块124连接到眼部图像模块122和嘴部图像模块123,图像分析模块124依据眼部特征图像和嘴部特征图像输出驾驶特征信息。在一个实施例中,驾驶特征信息主要包括驾驶员的以下三个动作:眨眼、打哈欠、打瞌睡。具体而言,依据眼部特征图像和嘴部特征图像输出的驾驶特征信息包括:The
眼睛开度大于最大开度的20%,为睁眼信号。The eye opening is greater than 20% of the maximum opening, which is the eye opening signal.
眼睛开度小于等于最大开度的20%,为闭眼信号。When the eye opening is less than or equal to 20% of the maximum opening, it is a closed eye signal.
连续的睁眼信号、闭眼信号和睁眼信号组成眨眼信号。The continuous eye-opening signal, eye-closing signal and eye-opening signal constitute the blink signal.
闭眼信号持续3秒或以上,为瞌睡信号。Eyes closed signal lasts for 3 seconds or more, it is a doze signal.
无法定位嘴部信号持续3秒或以上,为瞌睡信号。驾驶员瞌睡时通常会出现低头的姿势,在低头姿势下嘴部被遮挡因而无法定位嘴部信号。所以将持续无法定位嘴部信号也作为瞌睡信号。If the mouth signal cannot be located for 3 seconds or more, it is a drowsiness signal. When the driver is drowsy, he usually appears in a head-down position, and in the head-down position, the mouth is blocked and the mouth signal cannot be located. Therefore, the continuous inability to locate the mouth signal will also be used as a doze signal.
嘴部开度大于嘴部宽度,为哈欠信号。The mouth opening is greater than the mouth width, which is a yawn signal.
疲劳提醒交互组件200依据驾驶特征信息产生疲劳等级信息,疲劳提醒交互组件统计单位时间内驾驶特征信息的次数,并产生四种疲劳等级信息:正常、轻度疲劳、中度疲劳和重度疲劳。在一个实施例中,疲劳提醒交互组件统计1分钟周期内眨眼、打哈欠、打瞌睡三种驾驶特征信息的次数,来判断疲劳等级。在一个实施例中,采用的判断标准如下:The fatigue
1分钟周期内瞌睡信号大于等于1次,为重度疲劳;If the doze signal is greater than or equal to 1 time in a 1-minute period, it is severe fatigue;
1分钟周期内眨眼信号大于等于30次但无瞌睡信号,或者1分钟周期内哈欠信号大于等于4次但无瞌睡信号,为中度疲劳;Moderate fatigue occurs when the blink signal is greater than or equal to 30 times in a 1-minute period but there is no drowsiness signal, or the yawn signal is greater than or equal to 4 times in a 1-minute period but there is no drowsiness signal;
1分钟周期内眨眼信号大于等于24次且小于30次但无瞌睡信号,或者1分钟周期内哈欠信号大于等于2次且小于4次但无瞌睡信号,为轻度疲劳;If the blink signal is greater than or equal to 24 times and less than 30 times but there is no drowsiness signal within a 1-minute period, or the yawn signal is greater than or equal to 2 times and less than 4 times but there is no drowsiness signal within a 1-minute period, it is mild fatigue;
其余情况为正常。The rest are normal.
图4揭示了根据本发明的一实施例的疲劳驾驶提示装置中进行疲劳等级判断的过程。在图4所示的实施例中,依据疲劳等级对应的驾驶特征信息的数量,按照重度疲劳、中度疲劳、轻度疲劳和正常的顺序一次进行判断。参考图4所示,在采集驾驶员眼部、嘴部特征图像后,首先判断1分钟内瞌睡次数是否大于等于1次,如是则判断为重度疲劳驾驶,不是则进入下一步判断。第二部判断1分钟周期内眨眼信号大于等于30次(无瞌睡信号),或者1分钟周期内哈欠信号大于等于4次(无瞌睡信号),如是则为中度疲劳驾驶,不是则进入下一步判断。第三步判断1分钟周期内眨眼信号大于等于24次且小于30次(无瞌睡信号),或者1分钟周期内哈欠信号大于等于2次且小于4次(无瞌睡信号),如是则为轻度疲劳驾驶,如不是则进入下一步。上述情况均不符合,判断为正常状态。FIG. 4 discloses the process of determining the fatigue level in the fatigue driving prompting device according to an embodiment of the present invention. In the embodiment shown in FIG. 4 , according to the quantity of driving characteristic information corresponding to the fatigue level, the judgment is made in the order of severe fatigue, moderate fatigue, mild fatigue and normal at one time. Referring to Figure 4, after collecting the characteristic images of the driver's eyes and mouth, first determine whether the number of dozes in 1 minute is greater than or equal to 1 time, if so, it is determined as a severe fatigue driving, if not, go to the next step. The second part judges that the blink signal is greater than or equal to 30 times in a 1-minute period (no drowsiness signal), or the yawn signal is greater than or equal to 4 times in a 1-minute period (no drowsiness signal). judge. The third step judges that the blink signal is greater than or equal to 24 times and less than 30 times in a 1-minute period (no drowsiness signal), or the yawn signal is greater than or equal to 2 times and less than 4 times in a 1-minute period (no drowsiness signal), if so, it is mild Fatigue driving, if not, go to the next step. None of the above conditions are met, and it is judged as a normal state.
在一个实施例中,通信组件300是车载网关。通过车载网关将疲劳提醒交互组件200产生的疲劳等级信息发送给车辆反馈组件,车辆反馈组件根据疲劳等级信息对驾驶员进行相应的反馈提示。在一个实施例中,车辆反馈组件包括:仪表盘310、空调控制器320和信息娱乐设备330。In one embodiment, the
仪表盘310向驾驶员提供视觉和听觉反馈提示。仪表盘310利用灯管组合和报警音提供视觉、听觉上的刺激,并且可以根据疲劳等级的不同来调节提示的强度。当检测到驾驶员处于轻度疲劳驾驶状态时,仪表盘疲劳驾驶报警灯缓和闪烁,并发出缓和报警提示音,提醒驾驶员已处于疲劳状态。若检测到驾驶员处于中度疲劳驾驶状态或重度疲劳驾驶状态,仪表盘疲劳驾驶报警灯急促闪烁,并发出急促报警提示音。通过改变提示音的急促程度,加强对驾驶员听觉感官的刺激,增强警示效果,提醒驾驶员及时停车休息。
空调控制器320向驾驶员提供体感反馈提示。驾驶员长时间处在封闭空间内,容易造成缺氧犯困,导致疲劳驾驶。在不同疲劳等级下,空调控制器320均可开启外循环模式,增大新风量,更新车内空气,缓解供氧不足带来的疲劳困乏,同时,降低出风口温度,为驾驶员提供体感刺激,帮助驾驶员摆脱疲劳状态。The air-
信息娱乐设备330向驾驶员提供精神和信息反馈提示。信息娱乐设备330可给予驾驶员精神上的刺激,并触发导航模块提供实时停车休息建议。当检测到驾驶员处于中度疲劳驾驶或重度疲劳驾驶状态时,播放提神音乐,使驾驶员精神振奋,并显示最近的服务区或者休息区域,提供导航路线,建议驾驶员就近休息。突然开启有助于提神的音乐,切换导航信息可能引起驾驶员分心,因此只有中度疲劳或重度疲劳驾驶状态下开启此项功能。The
在另一个实施例中,对于配置更加丰富的高档车型,车辆反馈组件还包括:香氛设备340和座椅按摩控制器350。In another embodiment, for high-end models with more abundant configurations, the vehicle feedback component further includes: a
香氛设备340向驾驶员提供嗅觉反馈提示。在较低强度的体感、视觉、听觉刺激达不到理想提示效果,并检测到驾驶员为中度疲劳驾驶状态时。对于具备车载香氛设备的车型,香氛设备340释放提神香氛,为驾驶员提供嗅觉刺激,调节驾驶员的精神与情绪,暂时缓解驾驶疲劳,为停车休息争取时间。
座椅按摩控制器350向驾驶员提供触觉反馈提示。长时间驾驶时,驾驶员姿势固定,动作受到限制,易导致血液循环不通畅,引发肌肉僵硬、身体疲劳等不适症状。检测到驾驶员处于重度疲劳驾驶状态时,对于具备座椅按摩功能的车型,座椅按摩控制器350启动座椅按摩,通过按摩驾驶员腰背部、颈椎等部分肌肉,直接刺激驾驶员体感感官,促进人体血液循环,有效改善由于长时间驾驶导致的疲劳症状。但是,突然启动座椅按摩,可能影响驾驶员正常驾驶,因此只在低强度、中强度提醒效果不佳时触发此功能。The
图5揭示了根据本发明的一实施例的疲劳驾驶提示装置的工作过程。展示了疲劳状态检测组件100和疲劳提醒交互组件200的工作过程:重度疲劳驾驶对应高强度提醒、中度疲劳驾驶对应中强度提醒、轻度疲劳驾驶对应低强度提醒、正常状态不进行提醒。具体而言,FIG. 5 discloses the working process of the fatigue driving prompting device according to an embodiment of the present invention. The working process of the fatigue
轻度疲劳下,车辆反馈组件进行低强度提示,低强度提示由仪表盘310和空调控制器320的至少其中之一执行:其中仪表盘提供缓和的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示。仪表盘310和空调控制器320可以只选择其中一个部件进行提示,也可以两者同步进行提示。Under mild fatigue, the vehicle feedback component performs low-intensity prompts, and the low-intensity prompts are performed by at least one of the
中度疲劳下,车辆反馈组件进行中强度提示,中强度提示由仪表盘310、空调控制器320、信息娱乐设备330和香氛设备340的至少其中之一执行:其中仪表盘提供急促的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示,信息娱乐设备向播放音乐提供精神反馈提示、指示休息区导航路线提供信息反馈提示,香氛设备释放提神香氛提供嗅觉反馈提示。仪表盘310、空调控制器320、信息娱乐设备330和香氛设备340可以只选择其中一个部件进行提示,也可以选择多个部件的组合进行提示。通常对于中度疲劳而言,需要使用到2-3个部件组合进行提示。Under moderate fatigue, the vehicle feedback component performs a medium-intensity prompt, and the medium-intensity prompt is performed by at least one of the
重度疲劳下,车辆反馈组件进行高强度提示,高强度提示由仪表盘310、空调控制器320、信息娱乐设备330、香氛设备340和座椅按摩控制器350的至少其中之一执行:其中仪表盘提供急促的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示,信息娱乐设备向播放音乐提供精神反馈提示、指示休息区导航路线提供信息反馈提示,香氛设备释放提神香氛提供嗅觉反馈提示,座椅按摩控制器开启座椅按摩向驾驶员提供触觉反馈提示。仪表盘310、空调控制器320、信息娱乐设备330、香氛设备340和座椅按摩控制器350可以只选择其中一个部件进行提示,也可以选择多个部件的组合进行提示。通常对于重度疲劳而言,需要使用到4-5个部件组合进行提示。Under severe fatigue, the vehicle feedback component performs high-intensity prompts, and the high-intensity prompts are executed by at least one of the
本发明还揭示了一种疲劳驾驶提示方法,图6揭示了根据本发明的一实施例的疲劳驾驶提示方法的流程图。参考图6所示,该疲劳驾驶提示方法包括下述的步骤:The present invention also discloses a method for prompting fatigue driving, and FIG. 6 discloses a flowchart of the method for prompting fatigue driving according to an embodiment of the present invention. Referring to Figure 6, the fatigue driving prompting method includes the following steps:
疲劳检测步骤410,采集并处理驾驶员的图像,根据驾驶员的图像输出驾驶特征信息。疲劳检测步骤中获取驾驶员的面部图像,从面部图像中提取眼部特征图像和嘴部特征图像,依据眼部特征图像和嘴部特征图像输出驾驶特征信息。其中,驾驶特征信息包括:眼睛开度大于最大开度的20%,为睁眼信号;眼睛开度小于等于最大开度的20%,为闭眼信号;连续的睁眼信号、眼信号和睁眼信号组成眨眼信号;闭眼信号持续3秒或以上,为瞌睡信号;无法定位嘴部信号持续3秒或以上,为瞌睡信号;嘴部开度大于嘴部宽度,为哈欠信号。疲劳检测步骤410由疲劳状态检测模块执行,具体实现细节与前述的内容一致,此处不再重复。In the
疲劳提醒步骤420,依据驾驶特征信息产生疲劳等级信息。疲劳提醒步骤420中,依据驾驶特征信息产生疲劳等级信息,疲劳提醒交互组件统计单位时间内驾驶特征信息的次数,并产生四种疲劳等级信息:正常、轻度疲劳、中度疲劳和重度疲劳。其中:1分钟周期内瞌睡信号大于等于1次,为重度疲劳;1分钟周期内眨眼信号大于等于30次但无瞌睡信号,或者1分钟周期内哈欠信号大于等于4次但无瞌睡信号,为中度疲劳;1分钟周期内眨眼信号大于等于24次且小于30次但无瞌睡信号,或者1分钟周期内哈欠信号大于等于2次且小于4次但无瞌睡信号,为轻度疲劳;其余情况为正常。疲劳提醒步骤420由疲劳提醒交互模块执行,具体实现细节与前述的内容一致,此处不再重复。
反馈提示步骤430,将疲劳等级信息发送给车辆反馈组件,车辆反馈组件根据疲劳等级信息对驾驶员进行相应的反馈提示。轻度疲劳下,车辆反馈组件进行低强度提示,低强度提示由仪表盘和空调控制器的至少其中之一执行:其中仪表盘提供缓和的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示。中度疲劳下,车辆反馈组件进行中强度提示,中强度提示由仪表盘、空调控制器、信息娱乐设备和香氛设备的至少其中之一执行:其中仪表盘提供急促的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示,信息娱乐设备向播放音乐提供精神反馈提示、指示休息区导航路线提供信息反馈提示,香氛设备释放提神香氛提供嗅觉反馈提示。重度疲劳下,车辆反馈组件进行高强度提示,高强度提示由仪表盘、空调控制器、信息娱乐设备、香氛设备和座椅按摩控制器的至少其中之一执行:其中仪表盘提供急促的视觉和听觉反馈提示,空调控制器降低温度、增加新风量进行体感反馈提示,信息娱乐设备向播放音乐提供精神反馈提示、指示休息区导航路线提供信息反馈提示,香氛设备释放提神香氛提供嗅觉反馈提示,座椅按摩控制器开启座椅按摩向驾驶员提供触觉反馈提示。反馈提示步骤430由通信组件、仪表盘、空调控制器、信息娱乐设备、香氛设备和座椅按摩控制器执行,具体实现细节与前述的内容一致,此处不再重复。In the
本发明的疲劳驾驶提示装置和提示方法能根据驾驶员实时状态,提供包括听觉、视觉、嗅觉、触觉的多种感官刺激,从缓解疲劳和帮助驾驶员及时停车休息两个方面降低疲劳驾驶的影响,有效保障驾驶员安全驾驶,避免因为疲劳驾驶而引发交通事故,危害驾驶员及他人的生命财产安全。The fatigue driving prompting device and prompting method of the present invention can provide a variety of sensory stimuli including hearing, vision, smell and touch according to the real-time state of the driver, and reduce the impact of fatigued driving from two aspects: relieving fatigue and helping the driver to stop and rest in time , effectively protect the driver's safe driving, avoid traffic accidents caused by fatigue driving, and endanger the life and property safety of the driver and others.
还需要注意的是,以上所列举的实施例仅为本发明的具体实施例。显然本发明不局限于以上实施例,随之做出的类似变化或变形是本领域技术人员能从本发明公开的内容直接得出或者很容易便联想到的,均应属于本发明的保护范围。上述实施例是提供给熟悉本领域内的人员来实现或使用本发明的,熟悉本领域的人员可在不脱离本发明的发明思想的情况下,对上述实施例做出种种修改或变化,因而本发明的保护范围并不被上述实施例所限,而应该是符合权利要求书提到的创新性特征的最大范围。It should also be noted that the above-listed embodiments are only specific embodiments of the present invention. Obviously, the present invention is not limited to the above embodiments, and the similar changes or deformations made subsequently can be directly derived from the contents disclosed in the present invention or can be easily thought of by those skilled in the art, and all belong to the protection scope of the present invention. . The above-mentioned embodiments are provided for those skilled in the art to realize or use the present invention. Those skilled in the art can make various modifications or changes to the above-mentioned embodiments without departing from the inventive concept of the present invention. The protection scope of the present invention is not limited by the above-mentioned embodiments, but should be the maximum scope conforming to the innovative features mentioned in the claims.
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Application publication date: 20201009 |