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CN102930685B - Security system for preventing fire and fire detection method - Google Patents

Security system for preventing fire and fire detection method
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CN102930685B
CN102930685BCN201210477873.2ACN201210477873ACN102930685BCN 102930685 BCN102930685 BCN 102930685BCN 201210477873 ACN201210477873 ACN 201210477873ACN 102930685 BCN102930685 BCN 102930685B
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fire
temperature
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analysis chip
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CN102930685A (en
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黄永恒
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Dongguan Leien Electronic Technology Co ltd
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Abstract

The invention belongs to the technical field of fire alarm, and particularly relates to a security system for preventing fire and a fire detection method. The security system comprises an image analysis subsystem, a temperature analysis subsystem and a fire analysis chip; the image analysis subsystem transmits image analysis result information to a fire analysis chip, the temperature analysis subsystem transmits temperature change information to the fire analysis chip, and the fire analysis chip is combined with the information of the image analysis subsystem and the temperature analysis subsystem to carry out operation to judge fire; the fire condition external transmission device is further included, the fire condition analysis chip transmits the fire condition information to the fire condition external transmission device, and meanwhile, the image analysis subsystem synchronously transmits the image information to the fire condition external transmission device. The invention adopts a mode of combining image and temperature for analysis, can effectively monitor the fire and reduce the probability of false fire alarm.

Description

Translated fromChinese
一种预防火灾的安防系统以及火灾探测方法Fire prevention system and fire detection method

技术领域technical field

本发明属于火灾报警技术领域,具体地说,涉及一种预防火灾的安防系统以及火灾探测方法。The invention belongs to the field of fire alarm technology, and in particular relates to a fire prevention security system and a fire detection method.

背景技术Background technique

随着社会的发展,人们对火灾的重视程度越来越大,因为火灾一旦出现,就会伴随着物质的损失;目前发生的几起大火,都不同程度遭受了巨大经济损伤。为了避免火灾的发生,很多机构或公司都装配了安防系统,现有安防系统大都仅仅安装了图像摄像装置,图像摄像装置将图像传递到安保中心,由监视人员时刻监视,但监视区域有限,不能完全监控,且依靠人力监控,易出现盲区;有的安防系统安装了烟雾感应器,但烟雾感应器的误报率较大,造成人力、物力损失,增加防范火灾的成本。With the development of society, people pay more and more attention to fires, because once a fire occurs, it will be accompanied by material loss; the several fires that have occurred so far have suffered huge economic damage to varying degrees. In order to avoid the occurrence of fires, many institutions or companies have installed security systems. Most of the existing security systems are only equipped with image cameras. Complete monitoring, and relying on human monitoring, is prone to blind spots; some security systems are equipped with smoke sensors, but the false alarm rate of smoke sensors is relatively high, resulting in manpower and material losses, and increasing the cost of fire prevention.

发明内容Contents of the invention

本发明的目的在于解决现有技术的不足,提供一种预防火灾的安防系统,该安防系统可有效监测到火灾,误报率低,降低防火成本。The object of the present invention is to solve the deficiencies of the prior art, and provide a fire prevention security system, which can effectively monitor fires, has low false alarm rate, and reduces fire prevention costs.

本发明的另一目的在于提供一种火灾探测的方法,该方法可以准确的探测到火灾,减少火情误报几率。Another object of the present invention is to provide a fire detection method, which can accurately detect fires and reduce the probability of false fire alarms.

本发明采用的技术方案为:The technical scheme adopted in the present invention is:

一种预防火灾的安防系统,包括A security system for preventing fire comprising

图像分析子系统;用于分析监视区域内图像变化情况;Image analysis subsystem; used to analyze the image changes in the monitoring area;

温度分析子系统;用于分析监视区域内各处的温度变化情况;Temperature analysis subsystem; used to analyze the temperature changes in various places in the monitoring area;

火情分析芯片;图像分析子系统将图像分析结果信息传递给火情分析芯片,温度分析子系统将温度变化信息传递给火情分析芯片,火情分析芯片结合图像分析子系统和温度分析子系统的信息进行运算判断火情;Fire analysis chip; the image analysis subsystem transmits the image analysis result information to the fire analysis chip, the temperature analysis subsystem transmits the temperature change information to the fire analysis chip, and the fire analysis chip combines the image analysis subsystem and the temperature analysis subsystem The information is calculated to judge the fire situation;

火情对外传输装置,火情分析芯片将火情信息传递给火情对外传输装置,同时图像分析子系统将图像信息同步传递给火情对外传输装置。The fire external transmission device, the fire analysis chip transmits the fire information to the fire external transmission device, and the image analysis subsystem simultaneously transmits the image information to the fire external transmission device.

本发明采用图像分析和温度分析相结合的方式,使得火情分析更加准确,减少误报率,降低灭火成本以及防火成本。The present invention combines image analysis and temperature analysis to make fire analysis more accurate, reduce false alarm rate, and reduce fire extinguishing cost and fire prevention cost.

其中,所述图像分析子系统包括图像摄像装置、图像存储设备以及图像分析芯片,图像摄像装置分别与图像存储设备以及图像分析芯片信号连接,图像存储设备与图像分析芯片信号连接。Wherein, the image analysis subsystem includes an image camera device, an image storage device and an image analysis chip, the image camera device is respectively connected to the image storage device and the image analysis chip with signals, and the image storage device is connected to the image analysis chip with signals.

图像摄像装置用于采集监视区域内的图像,在对图像进行分析时,先针对监视区域采集一段时间的图像如10天、30天的图像存储于图像存储设备中,并作为背景对比图像。新录制的图像信号先传递给图像分析芯片,图像分析芯片结合背景图像进行对比分析,分析新录制的图像中红色、暗红色图像的变化情况,以此来初步判定火情。图像分析芯片将分析的火情信息发送给火情分析芯片进行进一步地处理。The image camera device is used to collect images in the monitoring area. When analyzing the images, first collect images for a period of time such as 10 days and 30 days for the monitoring area and store them in the image storage device as background comparison images. The newly recorded image signal is first transmitted to the image analysis chip, and the image analysis chip performs comparative analysis with the background image, and analyzes the changes of the red and dark red images in the newly recorded image, so as to preliminarily determine the fire situation. The image analysis chip sends the analyzed fire information to the fire analysis chip for further processing.

其中,所述温度分析子系统包括热像仪和温度分析芯片,热像仪与温度分析芯片信号连接。Wherein, the temperature analysis subsystem includes a thermal imager and a temperature analysis chip, and the thermal imager is connected to the temperature analysis chip by signal.

热像仪用于采集监视区域内所用物体的温度变化情况,特别是高温物体的温度变化,温度分析芯片根据高温物体的发热情况来判断是可能出现火情。The thermal imager is used to collect the temperature changes of objects used in the monitoring area, especially the temperature changes of high-temperature objects. The temperature analysis chip judges the possibility of fire according to the heating of high-temperature objects.

其中,所述温度分析子系统还包括远红外感应器,远红外感应器与温度分析芯片信号连接。Wherein, the temperature analysis subsystem further includes a far-infrared sensor, and the far-infrared sensor is signal-connected with the temperature analysis chip.

设置远红外感应器,可以感应到红外高温物体,弥补热像仪的感应范围。使得监测温度的范围更广,提高火情报警的准确率,减少误报。Set up a far infrared sensor, which can sense infrared high-temperature objects and make up for the sensing range of the thermal imager. It makes the range of monitoring temperature wider, improves the accuracy of fire alarm, and reduces false alarms.

其中,火情对外传输装置包括视频输出接口和火灾示警讯息输出接口。Wherein, the external fire transmission device includes a video output interface and a fire warning message output interface.

安防中心通过与视频输出接口以及火灾示警讯息输出接口连接,可以实时观看到监视区域内的视频,在火灾示警时,可以通过观看视频来判定火情级别,以及决定灭火所需要的人力和物力,节省灭火成本,优化灭火资源。The security center can watch the video in the monitoring area in real time by connecting with the video output interface and the fire warning message output interface. During the fire warning, the fire level can be judged by watching the video, and the manpower and material resources required for fire fighting can be determined. Save fire extinguishing costs and optimize fire extinguishing resources.

其中,所述火情对外传输装置包括依次信号连接的图像压缩装置、调制器以及无线发射器。Wherein, the fire external transmission device includes an image compression device, a modulator and a wireless transmitter which are sequentially connected by signals.

图像压缩装置将视频信号进行压缩,压缩的视频信号通过调制器调幅并通过无线发射器发送出去;现场具有无线通讯的电子产品均可以接收,并可以观看到火情现场。The image compression device compresses the video signal, and the compressed video signal is amplitude-modulated by the modulator and sent out through the wireless transmitter; all electronic products with wireless communication on site can receive it and watch the fire scene.

其中,所述一种预防火灾的安防系统还包括报警装置,报警装置与火情分析芯片连接。Wherein, the security system for preventing fire also includes an alarm device connected to the fire analysis chip.

当有火情时,火情分析芯片立刻控制报警装置工作,告知现场人员立刻疏散、以及工作人员进行灭火。When there is a fire, the fire analysis chip immediately controls the alarm device to work, informs the on-site personnel to evacuate immediately, and the staff to put out the fire.

其中,所述图像摄像装置和/或热像仪中设有IP芯片。Wherein, the image pickup device and/or thermal imager is provided with an IP chip.

在图像分析子系统向火情分析芯片传递图像分析结构信息时,同时也将图像所在的地址传递给火情分析芯片,温度分析子系统也是如此;因此火情分析芯片进行运算判断出现火情时,火情分析芯片同时将火情地址和火情信息一同发送给火情对外传输装置。因此,安防中心在接收到火情的情况同时,还知道出现火情在具体地点,给灭火救援准确的方向,提高灭火效率。When the image analysis subsystem transmits the image analysis structure information to the fire analysis chip, it also transmits the address of the image to the fire analysis chip, as does the temperature analysis subsystem; , the fire situation analysis chip simultaneously sends the fire situation address and the fire situation information to the fire situation external transmission device. Therefore, when the security center receives the fire situation, it also knows the specific location of the fire situation, so as to give accurate directions for fire fighting and rescue, and improve the fire fighting efficiency.

其中,所述报警装置包括语音报警器。Wherein, the alarm device includes a voice alarm.

通过语言报警,可以告知现场人员那里有火情,使得无关人员得到迅速有效的撤离,工作人员可以立刻赶往现场。当然还可以根据实际情况来设置声音报警器和光报警器。Through the language alarm, the on-site personnel can be informed that there is a fire, so that irrelevant personnel can be evacuated quickly and effectively, and the staff can rush to the scene immediately. Of course, the sound alarm and light alarm can also be set according to the actual situation.

一种火灾探测方法,包括以下步骤:A fire detection method, comprising the steps of:

a)  实时采集监视区域内的视频图像;a) Real-time collection of video images in the surveillance area;

b)  初步火情判断;从采集到的系列帧视频图像中提取火焰特征参数,对火焰特征参数进行特征匹配和统计分析,计算出监视区域内的火情发生几率f(t);b) Preliminary fire judgment; extract the flame characteristic parameters from the collected series of frame video images, perform feature matching and statistical analysis on the flame characteristic parameters, and calculate the fire occurrence probability f(t) in the monitoring area;

c)  实时采集监视区域内的温度分布图像;c) Real-time acquisition of temperature distribution images in the monitoring area;

d)  温度分析;从采集到的监视区域内的温度分布图像中提取温度特征参数,对温度特征参数进行特征匹配和统计分析,计算出监视区域内的火情发生几率F(t);d) Temperature analysis: extract temperature characteristic parameters from the collected temperature distribution images in the monitoring area, perform feature matching and statistical analysis on the temperature characteristic parameters, and calculate the fire occurrence probability F(t) in the monitoring area;

e)  火灾判定;当f(t)>=T,F(t)>=T时:结合初步火情判断信息和温度分析信息,分析计算出监视区域内的火情发生几率。e) Fire judgment; when f(t)>=T, F(t)>=T: Combining preliminary fire judgment information and temperature analysis information, analyze and calculate the probability of fire occurrence in the monitoring area.

其中,在步骤b)中,火焰特征参数包括颜色参数、位置参数、面积参数;步骤d)中的温度特征参数包括位置参数和温度参数。Wherein, in step b), the flame characteristic parameters include color parameters, position parameters, and area parameters; in step d), the temperature characteristic parameters include position parameters and temperature parameters.

其中,在步骤e)中,火灾判定时,包括以下步骤:Wherein, in step e), the fire determination includes the following steps:

1)、当火焰特征参数的位置参数与温度特征参数位置不一致时,火灾发生率为F(t);2)、当火焰特征参数的位置参数与温度特征参数位置一致时,火灾发生率为r F(t)+(1-r)f(t);其中,r表示调节系数。1) When the position parameter of the flame characteristic parameter is inconsistent with the position of the temperature characteristic parameter, the fire incidence rate is F(t); 2) When the position parameter of the flame characteristic parameter is consistent with the position of the temperature characteristic parameter, the fire incidence rate is r F(t)+(1-r)f(t); where, r represents the adjustment coefficient.

本发明取得的有益效果为:本发明采用图像和温度结合分析的方式,可以有效的监测到火情,并减少误报火情的几率。The beneficial effects obtained by the present invention are as follows: the present invention adopts the combined analysis method of image and temperature, which can effectively monitor the fire situation and reduce the probability of misreporting the fire situation.

附图说明Description of drawings

图1为本发明的结构示意图。Fig. 1 is a structural schematic diagram of the present invention.

附图标记为:The reference signs are:

1——温度分析子系统             2——图像分析子系统1——Temperature Analysis Subsystem 2——Image Analysis Subsystem

3——火情分析芯片               4——报警装置3——Fire analysis chip 4——Alarm device

5——火情对外传输装置           11——温度分析芯片5——Fire external transmission device 11——Temperature analysis chip

12——热像仪                    13——远红外感应器12——thermal imager 13——far infrared sensor

21——图像分析芯片              22——图像存储设备21——Image analysis chip 22——Image storage device

23——图像摄像装置。23—image camera device.

具体实施方式Detailed ways

下面结合附图1以及具体实施方式对本发明做进一步地说明。The present invention will be further described below in combination with the accompanying drawing 1 and specific embodiments.

实施例1:参见图1。Embodiment 1: see Fig. 1.

一种预防火灾的安防系统,包括图像分析子系统2、温度分析子系统1以及火情分析芯片3;图像分析子系统2将图像分析结果信息传递给火情分析芯片3,温度分析子系统1将温度变化信息传递给火情分析芯片3,火情分析芯片3结合图像分析子系统2和温度分析子系统1的信息进行运算判断火情;安防系统还包括火情对外传输装置5,火情分析芯片3将火情信息传递给火情对外传输装置5,同时图像分析子系统2将图像信息同步传递给火情对外传输装置5。其中,所述图像分析子系统2包括图像摄像装置23、图像存储设备22以及图像分析芯片21,图像摄像装置23分别与图像存储设备22以及图像分析芯片21信号连接,图像存储设备22与图像分析芯片21信号连接。所述温度分析子系统1包括热像仪12和温度分析芯片11,热像仪12与温度分析芯片11信号连接。所述温度分析子系统1还包括远红外感应器13,远红外感应器13与温度分析芯片11信号连接。A security system for fire prevention, including an image analysis subsystem 2, a temperature analysis subsystem 1, and a fire analysis chip 3; the image analysis subsystem 2 transmits image analysis result information to the fire analysis chip 3, and the temperature analysis subsystem 1 The temperature change information is transmitted to the fire analysis chip 3, and the fire analysis chip 3 combines the information of the image analysis subsystem 2 and the temperature analysis subsystem 1 to perform calculations to determine the fire situation; the security system also includes a fire external transmission device 5, and the fire situation The analysis chip 3 transmits the fire situation information to the fire situation external transmission device 5 , and the image analysis subsystem 2 synchronously transmits the image information to the fire situation external transmission device 5 . Wherein, the image analysis subsystem 2 includes an image camera 23, an image storage device 22 and an image analysis chip 21, the image camera 23 is respectively connected to the image storage device 22 and the image analysis chip 21, and the image storage device 22 is connected to the image analysis chip 21. Chip 21 signal connection. The temperature analysis subsystem 1 includes a thermal imager 12 and a temperature analysis chip 11 , and the thermal imager 12 is connected to the temperature analysis chip 11 by signals. The temperature analysis subsystem 1 also includes a far-infrared sensor 13 , and the far-infrared sensor 13 is connected to the temperature analysis chip 11 by signal.

本发明具体实施时:对监测区域进行监测,图像摄像装置23采用低照明度CCD摄像头,先对监测区域进行连续摄像10天(该10天内没有火灾),该10天的摄像信息存储于图像存储设备22中并作为背景信息,然后图像摄像装置23开始摄像监视,图像分析芯片21针对新摄的图像与背景信息进行比较,并找出火焰特征参数,其中火焰特征参数主要包括颜色特征、位置特征、面积特征等;图像分析芯片21通过在连续的图像中提取火焰特征参数进行函数运算,并计算出火灾发生几率f(t);当f(t)>=T时,T为设定预定值,如T=0.1至0.3,图像分析芯片21将火焰特征参数传递给火情分析芯片3,如果f(t)<T时,则图像分析芯片21不传递火焰特征参数。同时热像仪12采用CCD红外线摄像镜头,对监视区域内的温度特征参数进行取样,其中温度特征参数包括位置参数、温度参数等相关参数,温度分析芯片11计算出火情发生几率F(t),当F(t)>=T时,温度分析芯片11将温度特征参数传递给火情分析芯片3,如果F(t)<T时,则温度分析芯片11不传递温度特征参数。火情分析芯片3只有在接收到火焰特征参数和温度特征参数时开始运算处理分析火情,1)、当火焰特征参数的位置参数与温度特征参数位置不一致时,火灾发生率为F(t);2)、当火焰特征参数的位置参数与温度特征参数位置一致时,火灾发生率为M(t)=r F(t)+(1-r)f(t);其中,r表示调节系数,根据实际情况选择,如r=0.3。根据M(t)值发出不同示警信号,如当M(t)>N1时,火灾分析芯片直接发出一级火警信息,表示有大火发生,当N1>=M(t)>=N2时,火灾分析芯片发出二级火警信息,表示火情不大,有蔓延趋势;当M(t)<N2,火灾分析芯片发出三级火情信息,表示有火情苗头,稍微处理下就可以。N1、N2都是根据实际情况来设定其预定值,如N1=0.6,N2=0.3;火灾分析芯片在通过火情对外传输装置5对外传输火警的同时,图像分析子系统2将实时采集的图像视频通过火情对外传输装置5对外传送,安防中心结合火情级别以及图像视频来判断灭火人员,使得人力、物力得到优质搭配,节省人力物力。During the specific implementation of the present invention: the monitoring area is monitored, and the image camera 23 adopts a low-illuminance CCD camera, and the monitoring area is first continuously photographed for 10 days (there is no fire within the 10 days), and the imaging information of the 10 days is stored in the image storage. In the device 22 and used as background information, then the image camera device 23 starts to take pictures and monitor, and the image analysis chip 21 compares the newly captured image with the background information, and finds out the flame characteristic parameters, wherein the flame characteristic parameters mainly include color characteristics, position characteristics , area characteristics, etc.; the image analysis chip 21 performs function operations by extracting flame characteristic parameters in continuous images, and calculates the fire occurrence probability f(t); when f(t)>=T, T is a set predetermined value , such as T=0.1 to 0.3, the image analysis chip 21 transmits the flame characteristic parameters to the fire analysis chip 3, and if f(t)<T, the image analysis chip 21 does not transmit the flame characteristic parameters. Simultaneously, the thermal imager 12 adopts a CCD infrared camera lens to sample the temperature characteristic parameters in the monitoring area, wherein the temperature characteristic parameters include related parameters such as position parameters and temperature parameters, and the temperature analysis chip 11 calculates the fire occurrence probability F (t), When F(t)>=T, the temperature analysis chip 11 transmits the temperature characteristic parameters to the fire analysis chip 3, and if F(t)<T, the temperature analysis chip 11 does not transmit the temperature characteristic parameters. The fire analysis chip 3 starts to calculate and analyze the fire situation only when it receives the flame characteristic parameter and the temperature characteristic parameter. 1) When the position parameter of the flame characteristic parameter is inconsistent with the position of the temperature characteristic parameter, the fire occurrence rate is F(t) ; 2) When the position parameter of the flame characteristic parameter is consistent with the position of the temperature characteristic parameter, the fire incidence rate M(t)=r F(t)+(1-r)f(t); where r represents the adjustment coefficient , choose according to the actual situation, such as r=0.3. Different warning signals are issued according to the value of M(t). For example, when M(t)>N1, the fire analysis chip directly sends out a first-level fire alarm message, indicating that there is a big fire. When N1>=M(t)>=N2, the fire The analysis chip sends a second-level fire alarm message, indicating that the fire is not serious and has a tendency to spread; when M(t)<N2, the fire analysis chip sends a third-level fire information, indicating that there is a fire, and it can be handled a little bit. The preset values of N1 and N2 are set according to the actual situation, such as N1=0.6, N2=0.3; while the fire analysis chip transmits the fire alarm through the fire external transmission device 5, the image analysis subsystem 2 will collect the real-time The image and video are transmitted externally through the fire external transmission device 5, and the security center judges the firefighters based on the fire level and the image and video, so that manpower and material resources can be matched with high quality, and manpower and material resources can be saved.

为了方便信号传递,火情对外传输装置5设置有视频输出接口和火灾示警讯息输出接口。安防中心可以通过与视频输出接口以及火灾示警讯息输出接口连接,及时获得火情信息。In order to facilitate signal transmission, the external fire transmission device 5 is provided with a video output interface and a fire warning message output interface. The security center can obtain fire information in time by connecting with the video output interface and the fire warning message output interface.

为了让现场人员以及相关人员也可以及时获得火情信息,所述火情对外传输装置5包括依次信号连接的图像压缩装置、调制器以及无线发射器。图像压缩装置将视频信号进行压缩,压缩的视频信号通过调制器调幅并通过无线发射器发送出去;现场具有无线通讯的电子产品均可以接收,并可以观看到火情现场,其中,无线发射器可以选择为WIFI发射器。另外还设置了报警装置4,报警装置4与火情分析芯片3连接。当有火情时,火情分析芯片3立刻控制报警装置4工作,告知现场人员立刻疏散、以及工作人员进行灭火。In order to allow on-site personnel and relevant personnel to obtain fire information in time, the fire external transmission device 5 includes an image compression device, a modulator, and a wireless transmitter sequentially connected by signals. The image compression device compresses the video signal, and the compressed video signal is amplitude-modulated through the modulator and sent out through the wireless transmitter; all electronic products with wireless communication on site can receive and watch the fire scene, among which the wireless transmitter can Select as WIFI transmitter. In addition, an alarm device 4 is also provided, and the alarm device 4 is connected with the fire situation analysis chip 3 . When there is a fire, the fire analysis chip 3 immediately controls the alarm device 4 to work, and informs the on-site personnel to evacuate immediately and the staff to put out the fire.

进一步地,为了确定火情发生地点,以及火情情况,所述图像摄像装置23和/或热像仪12中设有IP芯片,所述报警装置4包括语音报警器。Further, in order to determine the location of the fire and the fire situation, the image camera device 23 and/or the thermal imager 12 is provided with an IP chip, and the alarm device 4 includes a voice alarm.

一旦有火情发生,火情分析芯片3会运算出各处的火情发生几率,通过语言报警,可以告知该现场人员哪里有火情,火情情况怎样,需要怎样的处理,同时使得无关人员得到迅速有效的撤离,工作人员可以立刻赶往现场。作为等同变形,报警装置4可以是声音报警器或光报警器以及其结合。Once a fire occurs, the fire analysis chip 3 will calculate the probability of fire occurrence in various places, and through the voice alarm, it can inform the on-site personnel where there is a fire, what the fire situation is, and how to deal with it, and at the same time make irrelevant personnel With rapid and effective evacuation, the staff can rush to the scene immediately. As an equivalent variant, the alarm device 4 may be a sound alarm or a light alarm and combinations thereof.

实施例2:一种火灾探测方法,包括以下步骤:Embodiment 2: a kind of fire detection method, comprises the following steps:

a)  实时采集监视区域内的视频图像和采集监视区域内的温度分布图像;a) Real-time collection of video images in the monitoring area and temperature distribution images in the monitoring area;

此步骤可以获得一系列的视频图像和温度分布图像,作为计算基础。In this step, a series of video images and temperature distribution images can be obtained as the calculation basis.

b)  初步火情判断;从采集到的系列帧视频图像中提取火焰特征参数,对火焰特征参数进行特征匹配和统计分析,计算出监视区域内的火情发生几率f(t);b) Preliminary fire judgment; extract the flame characteristic parameters from the collected series of frame video images, perform feature matching and statistical analysis on the flame characteristic parameters, and calculate the fire occurrence probability f(t) in the monitoring area;

c)  温度分析;从采集到的监视区域内的温度分布图像中提取温度特征参数,对温度特征参数进行特征匹配和统计分析,计算出监视区域内的火情发生几率F(t);c) Temperature analysis: extract temperature characteristic parameters from the collected temperature distribution images in the monitoring area, perform feature matching and statistical analysis on the temperature characteristic parameters, and calculate the fire occurrence probability F(t) in the monitoring area;

d)  火灾判定;当f(t)>=T,F(t)>=T时:结合初步火情判断信息和温度分析信息,分析计算出监视区域内的火情发生几率;其中,T为设定预定值。d) Fire judgment; when f(t)>=T, F(t)>=T: Combining the preliminary fire judgment information and temperature analysis information, analyze and calculate the fire occurrence probability in the monitoring area; where T is Set a predetermined value.

其中,在步骤b)中,火焰特征参数包括颜色参数、位置参数、面积参数;步骤d)中的温度特征参数包括位置参数和温度参数。Wherein, in step b), the flame characteristic parameters include color parameters, position parameters, and area parameters; in step d), the temperature characteristic parameters include position parameters and temperature parameters.

其中,在步骤d)中,火灾判定时,包括以下步骤:Wherein, in step d), the fire determination includes the following steps:

1)、当火焰特征参数的位置参数与温度特征参数位置不一致时,火灾发生率为F(t);1) When the position parameter of the flame characteristic parameter is inconsistent with the position of the temperature characteristic parameter, the fire incidence rate is F(t);

2)、当火焰特征参数的位置参数与温度特征参数位置一致时,火灾发生率为r F(t)+(1-r)f(t);其中,r表示调节系数。2) When the position parameter of the flame characteristic parameter is consistent with the position of the temperature characteristic parameter, the fire incidence rate is r F(t)+(1-r)f(t); where r represents the adjustment coefficient.

火灾探测方法具体实施与实施例1相同。The specific implementation of the fire detection method is the same as that in Embodiment 1.

以上仅是本申请的较佳实施例,在此基础上的等同技术方案仍落入申请保护范围。The above are only preferred embodiments of the present application, and equivalent technical solutions on this basis still fall within the protection scope of the application.

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