CN103997622A - Automatic cleaning method of unattended monitoring camera - Google Patents

Automatic cleaning method of unattended monitoring camera Download PDF

Info

Publication number
CN103997622A
CN103997622A CN201410118049.7A CN201410118049A CN103997622A CN 103997622 A CN103997622 A CN 103997622A CN 201410118049 A CN201410118049 A CN 201410118049A CN 103997622 A CN103997622 A CN 103997622A
Authority
CN
China
Prior art keywords
image
camera
monitoring
cleaning
automatic cleaning
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.)
Granted
Application number
CN201410118049.7A
Other languages
Chinese (zh)
Other versions
CN103997622B (en
Inventor
兰熙
沈爱弟
雷凤泽
刘彬
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.)
Shanghai Maritime University
Original Assignee
Shanghai Maritime University
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
Application filed by Shanghai Maritime University filed Critical Shanghai Maritime University
Priority to CN201410118049.7A priority Critical patent/CN103997622B/en
Publication of CN103997622A publication Critical patent/CN103997622A/en
Application granted granted Critical
Publication of CN103997622B publication Critical patent/CN103997622B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Image Processing (AREA)
  • Image Analysis (AREA)
  • Closed-Circuit Television Systems (AREA)

Abstract

The invention discloses an automatic cleaning method of an unattended monitoring camera, and an automatic cleaning and alarming device of the unattended monitoring camera using the automatic cleaning method. The automatic cleaning method comprises six steps respectively: initializing a system, sampling a monitoring image, performing edge sharpening processing on the sampled image, comparing numbers of lines of the sampled image and a prestored image, comparing shapes of the sampled image and the prestored image, and cleaning and alarming. The invention further provides an automatic cleaning and alarming device of the unattended monitoring camera using the automatic cleaning method. The automatic cleaning and alarming device comprises a monitoring camera, a monitoring host, a DSP (Digital Signal Processor)-based identification module, a memory, an alarm circuit and an automatic camera cleaning circuit, an alarm device and an automatic cleaning device. The cleaning method and device provided by the invention are capable of carrying out unattended monitoring on the monitoring image, and automatically cleaning the camera or sending an alarm signal out under a proper condition.

Description

The auto-cleaning method of unattended monitoring camera
Technical field
The automation that the present invention relates to camera detects, and specifically relates to a kind of auto-cleaning method of unattended monitoring camera.
Background technology
There is no at present intelligent monitoring automatic flushing device patent, only there is the patent of the device that needs the automatic cleaning monitoring that people operates, prior art is to utilize switch or button to carry out the automatic flushing device of remote control watch-dog, needs artificial judging and operate.
There are following two large shortcomings in prior art:
1) erroneous judgement of people to image sharpness.In this case, be exactly obviously on camera lens, to have the part that messy and needs clean, it is clear that but the static picture image of seeing from display can be said to be on the whole, when being so just easy to cause reviewing video recording, in picture, the details of parts of images is imperfect, thereby omit important image information, particularly under the many especially conditions of the quantity of monitoring camera.
2) not strong to the real-time of picture quality monitoring.Carrying out under condition artificial on duty, the situation that there will be unavoidably personnel to leave, during this period of time, when there is sudden problem if there is monitored picture, for example: unexpected picture signal interruption or paroxysmal camera lens are contaminated, operator on duty also cannot obtain relevant information, when waiting until artificial the intervention, has perhaps missed many important monitor messages.The present invention can greatly reduce needs artificial operation, alleviates attendant's workload, can intelligence be cleanly judged as sordid camera lens, make the image information of storage can be more complete.In the problem that simultaneously can also occur automatically solving at the image frame of monitoring in real time, in time to attendant's signal that gives the alarm. ?
Summary of the invention
Main purpose of the present invention is to provide a kind of auto-cleaning method of unattended monitoring equipment to overcome above shortcoming.Specifically relate to the automatic cleaning that is operated in open air or the more severe monitoring camera of operational environment, be especially operated in the automatic cleaning of the monitoring camera in the environment that dust more seriously or is easily subject to man's activity.
Whether, because the operating state that more often need to monitor is 24 hours, rotational personnel is continual on duty at Control Room all the time like this, normal and clear to observe the picture that watch-dog passes back.The problem that the present invention solves is whether the definition of picture and the operating state of watch-dog passed back by the next real-time monitoring watch-dog of the image processing techniques based on DSP be normal, and under suitable condition, tell timely the operating state of attendant's watch-dog.Thereby realize the unattended operation to watch-dog and automatically clean.
Monitoring image picture when the present invention first records by memory that one group camera lens is unclean in the same time time, then carry out computing comparison with the sampled picture of actual photographed, if the picture of finding sampling is than the poor equipment (motor of rain brush, the shower nozzle of cleaning solution etc.) to starting clean lens time certain threshold value of the definition of picture of storage, after clean, again compare, if definition just stops the work of motor after higher than certain threshold value.If but after repeatedly cleaning, definition, not higher than threshold value, will provide an alarm signal, give administrative staff with prompting.If incomplete words of picture signal or when being subject to larger interference, also can provide alarm signal.
In normal circumstances, the captured corresponding shooting background of picture of camera is constant.Then carry out in the process of picture storage at DVR, all can adopt the storage mode of " dynamic detection " in order to save memory space general user, only storage is when there being the picture of dynamic object in picture.In contrast,, in the time that DVR starts stored picture, it does not carry out picture samples to discriminating gear in the present invention; In the time that DVR does not carry out storage operation, it starts to carry out the picture samples of intermittent.The picture of sampling back by the image processing method of sharpen edges, whether the quantity of distinguishing lines in image reduces or increases with the lines quantity in the image prestoring, when both differences are greater than after certain value, just be judged as image blurringly, start cleaning device, device to be cleaned after hours, again sample and carry out picture processing and comparison, if both dwindle at difference, and be less than certain value, just judge that this cleaning finishes; If difference does not narrow down to desired value, just again start cleaning device, if after repeatedly cleaning finishes, the lines quantity in real-time pictures does not still reach in the scope of expection, just starts circuit for alarming, notifies attendant.If when there is mud point or other shelters on camera lens, the position that in image, lines distribute so can be changed, and distributes and differs too many with the lines of the picture that prestores if lines distribute, and equally also can be judged as camera lens need to clean.
The variation that also can be subject to weather and light intensity due to the environment of taking in addition affects, in order to make this system can adapt to the operational environment of different weather, need to store corresponding pre-stored image according to different weather and light intensity, then in carrying out monitoring in real time, choose suitable pre-stored image according to the change of environment and compare.If cause the triggering of circuit for alarming because of the variation of environment, attendant can improve by the mode of replacement pre-stored image the reliability of this system.
Concrete, first step that the present invention cleans is automatically system initialization: first default one group not in the same time time, monitoring image picture when camera lens is clean is as pre-stored image, and is stored in memory.The second step that the present invention cleans is automatically monitoring image picture samples: in the time that monitoring host computer does not carry out storage operation, image capturing system starts to carry out the monitoring image picture samples of intermittent.The 3rd step that the present invention cleans is automatically the processing of sampled images sharpen edges: sampled images is carried out to image sharpening edge treated, and tentatively judge, judge that whether sharpening lines quantity after treatment is too much or very few, too much or very few words, just the image of explanation sampling is invalid, enter the 6th step of the present invention, otherwise enter next step.The lines quantity comparison that the 4th step that the present invention automatically cleans is sampled images and pre-stored image: the lines quantity of the sampled images through sharpen edges processing and also the lines quantity of the pre-stored image of process sharpen edges processing contrast, if difference is less than given threshold value, enter next step; If difference is more than or equal to given threshold value, be just judged as camera image fuzzy, continue the 6th step of the present invention.The five steps that the present invention cleans is automatically the shape matching of sampled images and pre-stored image: carrying out the mode of displacement through the sampled images of sharpen edges processing and carrying out overlapping computing through the pre-stored image of sharpen edges processing, take out the wherein value of both overlapping rear lines minimums and default threshold value comparison, it is clear that the image that is less than or equal to threshold value is judged as camera lens, returns to second step; If be greater than threshold value, enter the 6th step of the present invention.The 6th step that the present invention cleans is automatically to clean and warning link: start cleaning device, and the wash number of this step accumulative total is counted, when accumulative total Cleaning count is less than given number of times, return to the 4th step of the present invention; When accumulative total Cleaning count is more than or equal to given number of times, be judged to be to need manual intervention, start circuit for alarming, notify attendant, wash number is made zero simultaneously.
The present invention provides a kind of unattended monitoring camera that uses described auto-cleaning method automatically to clean and alarm device simultaneously, and this device comprises: monitoring camera, monitoring host computer, the automatic cleaning circuit of identification module, memory, circuit for alarming and camera based on DSP, alarm device, automatic flushing device.Monitoring host computer is not in carrying out storage operation, monitoring camera is carried out to the image sampling of intermittent, and the sampled images obtaining is sent to the identification module based on DSP, identification module based on DSP is chosen monitoring image picture when one group camera lens is unclean in the same time as pre-stored image, and be stored in memory, meanwhile, the identification module based on DSP can be from memory fetch pre-stored image in the time judging the definition of camera.The automatic cleaning circuit of circuit for alarming and camera is connected respectively with alarm device and automatic flushing device, and unattended monitoring camera of the present invention automatically cleans and alarm device uses above-mentioned auto-cleaning method clean and report to the police.
beneficial effect
The present invention can realize the unattended monitored picture of monitoring camera and monitor, and suitable in the situation that, automatically cleans camera or provide alarm signal.
Auto-cleaning method of the present invention has used following 3 Main Means:
One. by prestoring of static object in monitored picture relatively judged to the definition of monitoring camera with sampling.Like this, just can avoid because there is dynamic object in picture, and cause the good object of reference of neither one to judge the situation that whether has pollution on the camera lens of whole camera;
Two. by adopting the method for the edge sharpening in image processing to judge the definition of picture.Can make the edge between the static object in picture become more clear by the method for edge sharpening, it is more obvious that the sudden change of color becomes, and adds up thereby be convenient to processor the number of lines comprising;
Three. by whether having within a period of time carry out repeatedly cleaning and come that the such picture of intelligent decision is unintelligible whether can be cleaned.Whether words can effectively to judge taked cleaning effective like this, just can not be because of because clean operation does not act on the order that ceaselessly sends clean operation causing for the definition of image.
Brief description of the drawings
Fig. 1 is the process of image recognition;
Fig. 2 is working-flow figure.
embodiment:
For technological means, creation characteristic that the present invention is realized, reach object and effect is easy to understand, below in conjunction with brief description of the drawings, the present invention is further elaborated.
First step that the present invention cleans is automatically system initialization: first, and system power-on reset.Program is booted from FLASH, completes the importing of image processing program, and the internal memory of pre-stored image imports, and default one group not in the same time time, monitoring image picture when camera lens is clean is as pre-stored image, and is stored in memory.Next carries out some initial work, as SDRAM of initialization EMIF interface etc., the then triggering of waiting signal.The second step that the present invention cleans is automatically monitoring image picture samples: in the time that monitoring host computer does not carry out storage operation, image capturing system starts to carry out the monitoring image picture samples of intermittent.Specifically in the time there is no dynamic menu in the captured image of monitoring camera, the triggering signal that DVR provides will make to produce DSP and interrupt, DSP utilizes I2C bus, by serial line interface, the register of image collection chip is write to relevant parameter, impels it to carry out IMAQ.CPLD completes the address signal of frame control, sequential logic and generation necessity of acquisition chip, and secondly, CPLD also carries out necessary logic control to the interface FIFO of image capture module and image processing module.IMAQ form is the 16bitRGB of 512x512, can generate the RGB image of 24bit by image collection chip peripheral circuit and latch.Image by the DMA passage of DSP, deposits SDRAM in through FIFO on the one hand, so that DSP carries out image processing, can import PC into through pci bus by DMA on the other hand and show for reference.The 3rd step that the present invention cleans is automatically the processing of sampled images sharpen edges: sampled images is carried out to image sharpening edge treated, and tentatively judge, judge that whether sharpening lines quantity after treatment is too much or very few, too much or very few words, just the image of explanation sampling is invalid, enter the 6th step of the present invention, otherwise enter next step.In this step, FLASH deposits image processing algorithm in, is imported in DSP and is carried out image processing operations by the EMIF of DSP.The lines quantity comparison that the 4th step that the present invention automatically cleans is sampled images and pre-stored image: the lines quantity of the sampled images through sharpen edges processing and also the lines quantity of the pre-stored image of process sharpen edges processing contrast, if difference is less than given threshold value, enter next step; If difference is more than or equal to given threshold value, be just judged as camera image fuzzy, continue the 6th step of the present invention.The five steps that the present invention cleans is automatically the shape matching of sampled images and pre-stored image: carrying out the mode of displacement through the sampled images of sharpen edges processing and carrying out overlapping computing through the pre-stored image of sharpen edges processing, take out the wherein value of both overlapping rear lines minimums and default threshold value comparison, it is clear that the image that is less than or equal to threshold value is judged as camera lens, returns to second step; If be greater than threshold value, enter the 6th step of the present invention.The 6th step that the present invention cleans is automatically to clean and warning link: start cleaning device, and the wash number of this step accumulative total is counted, when accumulative total Cleaning count is less than given number of times, return to the 4th step of the present invention; When accumulative total Cleaning count is more than or equal to given number of times, be judged to be to need manual intervention, start circuit for alarming, notify attendant, wash number is made zero simultaneously.
Unattended monitoring camera provided by the invention automatically cleans and alarm device comprises: monitoring camera, monitoring host computer, the automatic cleaning circuit of identification module, memory, circuit for alarming and camera based on DSP, alarm device, automatic flushing device.Monitoring host computer is not in carrying out storage operation, the picture that identification module based on DSP is passed back monitoring camera carries out the image sampling of intermittent, then the sampled images obtaining is sent to the identification module based on DSP, whether clearly the picture that identification module based on DSP is chosen prestore monitoring image picture and sampling when a group the corresponding moment, camera lens was clean compares, be used as and judge camera foundation; The automatic cleaning circuit of circuit for alarming and camera is connected respectively with alarm device and automatic flushing device.It is as follows that system is moved concrete flow process:
1. first, system power-on reset.Program is booted from FLASH, completes the importing of image processing program, and the internal memory of pre-stored image imports and some initial work, as the SDRAM of initialization EMIF interface etc., and the then triggering of waiting signal.
2. in the time there is no dynamic menu in the captured image of monitoring camera, the triggering signal that DVR provides will make to produce DSP and interrupt, and DSP utilizes I2C bus, by serial line interface, the register of image collection chip is write to relevant parameter, impels it to carry out IMAQ.
3.CPLD completes the address signal of frame control, sequential logic and generation necessity of acquisition chip, and secondly, CPLD also carries out necessary logic control to the interface FIFO of image capture module and image processing module.IMAQ form is the 16bitRGB of 512x512, can generate the RGB image of 24bit by image collection chip peripheral circuit and latch.
4. image, through FIFO by the DMA passage of DSP, deposits SDRAM on the one hand, so that DSP carries out image processing, can import PC into through pci bus by DMA on the other hand and show for reference.
5.FLASH deposits image processing algorithm in, is imported in DSP and is carried out image processing operations by the EMIF of DSP.
6. processing result image judges whether to provide alarm signal and starts cleaning device.
More than show and what describe is general principle of the present invention, principal character and advantage of the present invention.The technical staff of the industry should understand; the present invention is not restricted to the described embodiments; that in above-described embodiment and specification, describes just illustrates principle of the present invention; without departing from the spirit and scope of the present invention; the present invention also has various changes and modifications, and these changes and improvements all fall in the claimed scope of the invention.The claimed scope of the present invention is defined by appending claims and equivalent thereof.

Claims (2)

1. an auto-cleaning method for unattended monitoring camera, comprises following 6 steps:
One. system initialization: first default a group not in the same time time, monitoring image picture when camera lens is clean is as pre-stored image, and is stored in memory;
Two. monitoring image picture samples: in the time that monitoring host computer does not carry out storage operation, image capturing system starts to carry out the monitoring image picture samples of intermittent;
Three. sampled images sharpen edges processing: sampled images is carried out to image sharpening edge treated, and tentatively judge, judge that whether sharpening lines quantity after treatment is too much or very few, too much or very few words, just the image of explanation sampling is invalid, enter the 6th step of the present invention, otherwise enter next step;
Four. the lines quantity comparison of sampled images and pre-stored image: the lines quantity of the sampled images that passes through sharpen edges processing is contrasted with the lines quantity of also passing through the pre-stored image of sharpen edges processing, if difference is less than given threshold value, enter next step; If difference is more than or equal to given threshold value, be just judged as camera image fuzzy, continue the 6th step of the present invention;
Five. the shape matching of sampled images and pre-stored image: carrying out the mode of displacement through the sampled images of sharpen edges processing and carrying out overlapping computing through the pre-stored image of sharpen edges processing, take out the wherein value of both overlapping rear lines minimums and default threshold value comparison, it is clear that the image that is less than or equal to threshold value is judged as camera lens, returns to second step; If be greater than threshold value, enter the 6th step of the present invention;
Six. clean and warning link: start cleaning device, and the wash number of this step accumulative total is counted, when accumulative total Cleaning count is less than given number of times, return to the 4th step of the present invention; When accumulative total Cleaning count is more than or equal to given number of times, be judged to be to need manual intervention, start circuit for alarming, notify attendant, wash number is made zero simultaneously.
2. right to use requires the unattended monitoring camera of the auto-cleaning method of unattended monitoring camera described in 1 automatically to clean and an alarm device, and this device comprises: monitoring camera, monitoring host computer, the automatic cleaning circuit of identification module, memory, circuit for alarming and camera based on DSP, alarm device, automatic flushing device; Monitoring host computer is not in carrying out storage operation, monitoring camera is carried out to the image sampling of intermittent, and the sampled images obtaining is sent to the identification module based on DSP, identification module based on DSP is chosen monitoring image picture when one group camera lens is unclean in the same time as pre-stored image, and be stored in memory, meanwhile, the identification module based on DSP can be from memory fetch pre-stored image in the time judging the definition of camera; The automatic cleaning circuit of circuit for alarming and camera is connected respectively with alarm device and automatic flushing device.
CN201410118049.7A 2014-03-27 2014-03-27 Automatic cleaning method of unattended monitoring camera Expired - Fee Related CN103997622B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410118049.7A CN103997622B (en) 2014-03-27 2014-03-27 Automatic cleaning method of unattended monitoring camera

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410118049.7A CN103997622B (en) 2014-03-27 2014-03-27 Automatic cleaning method of unattended monitoring camera

Publications (2)

Publication Number Publication Date
CN103997622A true CN103997622A (en) 2014-08-20
CN103997622B CN103997622B (en) 2017-02-22

Family

ID=51311609

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410118049.7A Expired - Fee Related CN103997622B (en) 2014-03-27 2014-03-27 Automatic cleaning method of unattended monitoring camera

Country Status (1)

Country Link
CN (1) CN103997622B (en)

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104539839A (en) * 2014-12-10 2015-04-22 北京中星微电子有限公司 Control method of camera and camera
CN105487430A (en) * 2014-09-19 2016-04-13 中国科学院沈阳自动化研究所 Method and system for automatic cleaning of underwater holder
CN106251430A (en) * 2015-06-09 2016-12-21 福特全球技术公司 The system and method for parts is entered for controlling vehicle
CN107248160A (en) * 2017-05-31 2017-10-13 浙江远望信息股份有限公司 Video monitoring image distortion detection method and system
CN107509008A (en) * 2016-06-14 2017-12-22 升泰科技股份有限公司 The optics protection element replacement system and its method of monitoring arrangement
CN107676838A (en) * 2017-11-07 2018-02-09 佛山市云米电器科技有限公司 Secondary system, the method and device of oil smoke induction system
CN108124089A (en) * 2017-12-26 2018-06-05 重庆轩腾科技有限公司 Intelligent monitor system based on monitoring camera-shooting
CN109177929A (en) * 2018-09-29 2019-01-11 北京经纬恒润科技有限公司 A kind of cleaning method, cleaning device and the vehicle of vehicle-mounted optical detector
CN110891136A (en) * 2019-11-14 2020-03-17 重庆特斯联智慧科技股份有限公司 Thing networking camera for security protection
CN111055814A (en) * 2019-12-12 2020-04-24 新石器慧通(北京)科技有限公司 Cleaning method and cleaning system of environment perception sensor and unmanned vehicle
CN111064870A (en) * 2019-12-13 2020-04-24 深圳拓邦股份有限公司 Lens cleaning method, control device and storage medium of visual robot
CN111147761A (en) * 2019-12-28 2020-05-12 中国第一汽车股份有限公司 Vehicle camera equipment cleaning method and system, vehicle and storage medium
CN112087594A (en) * 2019-06-14 2020-12-15 上海巍宇航天科技有限公司 Monitoring camera system with automatic light supplementing lamp
WO2021179249A1 (en) * 2020-03-12 2021-09-16 Covidien Lp Methods and systems for realtime monitoring and cleaning of a laparoscopic lens
CN113542556A (en) * 2021-06-29 2021-10-22 钱强 Building monitoring system and device based on big data

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2411955A (en) * 2004-10-13 2005-09-14 Nec Technologies Apparatus for determining the cleanliness of the lens of a digital camera
KR20060077501A (en) * 2004-12-30 2006-07-05 엘지전자 주식회사 Tv having a camera and method and ststem for providing image information thereof
CN102724393A (en) * 2012-06-01 2012-10-10 毛振刚 Automatic cleaning camera
CN203380156U (en) * 2013-07-25 2014-01-08 天津市亚安科技股份有限公司 Automatic cleaning device for window of anti-explosion monitoring camera
CN103529639A (en) * 2012-07-03 2014-01-22 歌乐牌株式会社 Lens-attached matter detector, lens-attached matter detection method, and vehicle system
WO2014017626A1 (en) * 2012-07-27 2014-01-30 日産自動車株式会社 Camera device, three-dimensional object detection device, and lens cleaning method
CN103561917A (en) * 2011-05-25 2014-02-05 索尼公司 Robot device, control method for robot device, computer program, and program storage medium

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2411955A (en) * 2004-10-13 2005-09-14 Nec Technologies Apparatus for determining the cleanliness of the lens of a digital camera
KR20060077501A (en) * 2004-12-30 2006-07-05 엘지전자 주식회사 Tv having a camera and method and ststem for providing image information thereof
CN103561917A (en) * 2011-05-25 2014-02-05 索尼公司 Robot device, control method for robot device, computer program, and program storage medium
CN102724393A (en) * 2012-06-01 2012-10-10 毛振刚 Automatic cleaning camera
CN103529639A (en) * 2012-07-03 2014-01-22 歌乐牌株式会社 Lens-attached matter detector, lens-attached matter detection method, and vehicle system
WO2014017626A1 (en) * 2012-07-27 2014-01-30 日産自動車株式会社 Camera device, three-dimensional object detection device, and lens cleaning method
CN203380156U (en) * 2013-07-25 2014-01-08 天津市亚安科技股份有限公司 Automatic cleaning device for window of anti-explosion monitoring camera

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105487430A (en) * 2014-09-19 2016-04-13 中国科学院沈阳自动化研究所 Method and system for automatic cleaning of underwater holder
CN105487430B (en) * 2014-09-19 2018-07-31 中国科学院沈阳自动化研究所 A kind of method and system of underwater holder automated cleaning
CN104539839A (en) * 2014-12-10 2015-04-22 北京中星微电子有限公司 Control method of camera and camera
CN106251430A (en) * 2015-06-09 2016-12-21 福特全球技术公司 The system and method for parts is entered for controlling vehicle
CN107509008A (en) * 2016-06-14 2017-12-22 升泰科技股份有限公司 The optics protection element replacement system and its method of monitoring arrangement
CN107248160A (en) * 2017-05-31 2017-10-13 浙江远望信息股份有限公司 Video monitoring image distortion detection method and system
CN107676838A (en) * 2017-11-07 2018-02-09 佛山市云米电器科技有限公司 Secondary system, the method and device of oil smoke induction system
CN108124089A (en) * 2017-12-26 2018-06-05 重庆轩腾科技有限公司 Intelligent monitor system based on monitoring camera-shooting
CN109177929A (en) * 2018-09-29 2019-01-11 北京经纬恒润科技有限公司 A kind of cleaning method, cleaning device and the vehicle of vehicle-mounted optical detector
CN112087594A (en) * 2019-06-14 2020-12-15 上海巍宇航天科技有限公司 Monitoring camera system with automatic light supplementing lamp
CN110891136A (en) * 2019-11-14 2020-03-17 重庆特斯联智慧科技股份有限公司 Thing networking camera for security protection
CN111055814A (en) * 2019-12-12 2020-04-24 新石器慧通(北京)科技有限公司 Cleaning method and cleaning system of environment perception sensor and unmanned vehicle
CN111064870A (en) * 2019-12-13 2020-04-24 深圳拓邦股份有限公司 Lens cleaning method, control device and storage medium of visual robot
CN111147761A (en) * 2019-12-28 2020-05-12 中国第一汽车股份有限公司 Vehicle camera equipment cleaning method and system, vehicle and storage medium
WO2021179249A1 (en) * 2020-03-12 2021-09-16 Covidien Lp Methods and systems for realtime monitoring and cleaning of a laparoscopic lens
CN113542556A (en) * 2021-06-29 2021-10-22 钱强 Building monitoring system and device based on big data

Also Published As

Publication number Publication date
CN103997622B (en) 2017-02-22

Similar Documents

Publication Publication Date Title
CN103997622A (en) Automatic cleaning method of unattended monitoring camera
KR102494946B1 (en) Battery detection method and device (BATTERY DETECTION METHOD AND DEVICE)
CN109068099B (en) Virtual electronic fence monitoring method and system based on video monitoring
CN107948465B (en) A kind of method and apparatus that detection camera is disturbed
CN109040693B (en) Intelligent alarm system and method
CN101696945B (en) On-line detection method of machine vision system to photovoltaic glass flaws
JP6041515B2 (en) Image processing apparatus and image processing method
US20220323999A1 (en) Method and apparatus for detecting wafer cleaning anomalies
CN113993437A (en) Method and system for automatically turning on/off light source of endoscope during surgical operation
US11610388B2 (en) Method and apparatus for detecting wearing of safety helmet, device and storage medium
CN113255502A (en) Cleaning method and related device for photovoltaic module
CN101696877A (en) On-line detection method of machine vision system to spring verticality
CN108831087A (en) Circumference optical fiber incudes video monitoring safety management system
CN103513624B (en) A kind of intelligent control method based on telepilot and system
WO2018076508A1 (en) Method and apparatus for security monitoring of greenhouse
CN108917818A (en) Machine box for server dust detection method and system
CN117274177A (en) Power transmission line external damage prevention method and device based on image recognition
TW201113835A (en) Intelligent image detecting method, intelligent image detecting system and intelligent image detecting software
CN104820818B (en) A kind of method for quickly identifying of mobile object
US20120127303A1 (en) Detecting System Component Failures In A Computing System
TWI476735B (en) Abnormal classification detection method for a video camera and a monitering host with video image abnormal detection
CN107291290B (en) Cleaning method and device for touch screen of touch equipment
CN104869292B (en) It is superimposed the simulation monitoring image capture method and video camera of intelligent signal in video signals
CN112416689A (en) Method for assisting research and development personnel in analyzing small-probability non-startup problem
US20240177289A1 (en) Control method and apparatus, electronic device and storage medium

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20170222

Termination date: 20200327