CN101119481B - Remote alarm video monitoring method - Google Patents

Remote alarm video monitoring method Download PDF

Info

Publication number
CN101119481B
CN101119481B CN2007101455983A CN200710145598A CN101119481B CN 101119481 B CN101119481 B CN 101119481B CN 2007101455983 A CN2007101455983 A CN 2007101455983A CN 200710145598 A CN200710145598 A CN 200710145598A CN 101119481 B CN101119481 B CN 101119481B
Authority
CN
China
Prior art keywords
image
information processor
difference
target
memory device
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.)
Expired - Fee Related
Application number
CN2007101455983A
Other languages
Chinese (zh)
Other versions
CN101119481A (en
Inventor
刘文萍
杨学超
王祥武
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.)
Beijing Forestry University
Original Assignee
Individual
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 Individual filed Critical Individual
Priority to CN2007101455983A priority Critical patent/CN101119481B/en
Publication of CN101119481A publication Critical patent/CN101119481A/en
Application granted granted Critical
Publication of CN101119481B publication Critical patent/CN101119481B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Closed-Circuit Television Systems (AREA)

Abstract

The present invention relates to a remote alarming video frequency monitoring system and method, and the system comprises: at least one image collecting device is positioned on the monitoring site tohole the real-time image collecting, and is connected with one image collecting card. The image collecting card is connected with the image information processor, and makes the collected image data transferred to an image information processor. The image information processor is a processor with image data processing function, which is the control center of the system and is connected with the wireless sending device. When abnormal condition produced in the monitoring site, the alarming signal is sent out through the wireless sending device, and is transferred to at least one receiving terminalthrough the wireless communication net.

Description

A kind of remote alarm video monitoring method
Technical field
What the present invention relates to is a kind of method for supervising, particularly be a kind of remote alarm video monitoring system and method for supervising.
Background technology
Along with development of technology; increasing science and technology is applied in the safeguarding work; wherein environmental monitoring is carried out in the protection zone; be the mode of comparison hot topic always, the technical development of this respect also be than faster, we pass through supervisory control system usually; the need on-site supervision is carried out long-time unremitting video recording; simultaneity factor requires the monitor staff must monitor screen always, by artificial judgement, draws the warning measure of whether taking.Along with improving constantly of security protection demand and scope, increasing application has proposed functionalized demand to traditional video monitoring, but allowing the monitor staff stand fast at numerous monitors for a long time also is a very heavy task, easily cause visual fatigue, the situation of making a fault, especially work as the control point more for a long time, the monitor staff almost can't accomplish complete comprehensive monitoring;
Based on to the existing wireless communications The Application of Technology, but the Chinese patent publication number has proposed a kind of scheme for the CN1402517 name is called the security system of immediately monitoring, promptly adopts a plurality of monitoring devices, the variation of environment around being used for monitoring;
Adopt a main frame, be used for handling the data of described security system, and store that described a plurality of monitoring device monitors around the information of environmental change; Adopt a wireless input operating device, be used for opening and close this main frame for the user, and provide the user described main frame to be carried out the input operation of parameter setting, and when abnormality took place, described main frame transmitted the at-once monitor situation at described security system scene to this wireless input operating device;
Wireless communication interface; Wherein, described wireless input operating device and described main frame and all are to utilize described wireless communication interface to carry out transmission of Information between described main frame and the described a plurality of monitoring device between the two.Just realize Long-distance Control, reach the situation that the user that carries wireless input operating device can immediately monitoring security system scene some watch-dog by wireless launcher, and for the user revise at far-end, conversion or switch security system.How but it open does not define method that abnormal conditions take place if not being, simultaneously because store information has also proposed very big challenge to the storage capacity of main frame
Therefore, in view of above-mentioned defective, creator of the present invention is through studying and put into practice the generation that has obtained this creation finally for a long time.
Summary of the invention
The objective of the invention is to, a kind of remote alarm video monitoring method is provided, in order to overcome above-mentioned defective.
For achieving the above object, the technical solution used in the present invention is, a kind of remote alarm video monitoring method at first is provided, and it step that comprises is:
Step a: system initialization;
Step b: the view data in place is monitored in the real-time acquisition of image collecting device, and extracts an image that does not have intrusion target as original background by visual information processor;
Step c: the utilization frame difference method detects moving target, the image of present image and former frame is carried out difference obtain difference image;
Steps d: difference image cut apart obtain the foreground point;
Step e: the image after cutting apart is handled;
Step f: judge whether the zone, foreground point behind the noise filtering satisfies the intrusion target condition, if satisfy then carry out following step h, if not then carry out following step g;
Step g: the utilization background subtraction detects target, if intrusion target is arranged then carry out following step h, otherwise carries out above-mentioned steps b
Step h: described visual information processor sends corresponding order to wireless launcher, gives at least one receiving terminal with alarm signal via wireless network transmissions; Wherein,
Described step e handles the image after cutting apart, and the step that comprises is:
Image after cutting apart is carried out noise filtering;
The difference figure is carried out binaryzation;
Connected component labeling;
Remove irrational zone according to area and length.
Preferable, step g also comprises: start a video recording memory device, with the image data storage that collects this moment in described video recording memory device, till having the staff to close the video recording memory device.
Beneficial effect of the present invention compared with the prior art is, the present invention can realize automatic warning function by Detection for Moving Target, and alarm signal sent to relevant staff by wireless network, start recording function simultaneously automatically, for follow-up investigation work provides imaging material.The automatic warning function that the present invention had frees the monitor staff from heavy, scissors and paste, and the function that starts the video recording storage after suspicious situation occurring has automatically been saved resources such as memory device greatly.
Description of drawings
Fig. 1 is the functional structure sketch of remote alarm video monitoring of the present invention system;
Fig. 2 is the flow chart of the embodiment one of remote alarm video monitoring method of the present invention;
Fig. 3 is the flow chart of the embodiment two of remote alarm video monitoring method of the present invention;
The flow chart that Fig. 4 handles for the image after cutting apart among embodiment two, the embodiment three of remote alarm video monitoring method of the present invention;
Fig. 5 is the flow chart of the embodiment three of remote alarm video monitoring method of the present invention;
Fig. 6 is the flow chart of the embodiment four of remote alarm video monitoring method of the present invention;
Fig. 7 extracts the flow chart of target area first method for clustering method among the remote alarm video monitoring method embodiment four of the present invention;
Fig. 8 extracts the flow chart of target area second method for clustering method among the remote alarm video monitoring method embodiment four of the present invention.
Embodiment
Below in conjunction with accompanying drawing, be described in more detail with other technical characterictic and advantage the present invention is above-mentioned.
See also shown in Figure 1, it is the functional structure sketch of remote alarm video monitoring of the present invention system, it comprises: at least one image collecting device 1, image pick-up card 2, visual information processor 3, wireless launcher 4, radio universal network 5 and at least one receiving terminal 6, wherein, described image collecting device 1 can be a video camera, it is arranged at the monitoring place, environment to the monitoring place carries out real time image collection, described image collecting device 1 is connected with described image pick-up card 2, and the analog image signal is converted to digital signal;
Described image pick-up card 2 is connected with described visual information processor 3, and the image data transmission that is used for collecting is given described visual information processor 3, handles accordingly;
The processor of described visual information processor 3 for having the view data processing capacity, it is the control centre of system, described visual information processor 3 can be computer or embedded system, this embodiment describes as embodiment with computer, it has the internal processing program that sets in advance, it is connected with described wireless launcher 4, when unusual condition appears in the monitoring place, alarm signal is sent via wireless launcher 4, be transferred at least one receiving terminal 6 by described wireless communication networks 5.Wherein, described wireless launcher 4 is that GSM modulator-demodulator or wireless launcher are the CDMAX modulator-demodulator, described wireless communication networks 5 is public wireless communication networks of GPRS or the public wireless communication networks of CDMA, can clearerly understand the technical program for the ease of those of ordinary skills, the transmission unit of forming with GSM modulator-demodulator and the public wireless communication networks of GPRS is that example describes here; Described at least one receiving terminal 6 is mobile phone, PDA or notebook computer one of them or combination in any.
System of the present invention monitors the environment under the fixed static state, be with general other place of supervisory control system phase region, when need monitoring a particular environment, the supervisory control system under the ordinary meaning to record a video simultaneously, this capacity to memory device just has certain requirement, in fact mass data all is invalid information in the data of storage, described invalid information is exactly that view data data under the abnormal conditions does not take place in the monitoring place, in order to reduce requirement to the memory device, stores ability, remote alarm video monitoring of the present invention system, also comprise a video recording memory device 7, it is connected with described visual information processor 3, when described visual information processor 3 has been found in the monitoring place when unusual condition occurring, then will this moment the view data that is collected by image scanner 1 be stored, in the needs evidence obtaining, extract, it can be read by the data of computer to storage once more, and the utilization ratio of memory device 7 memory spaces of recording a video like this is just very high.
See also shown in Figure 2ly, it is the flow chart of the embodiment one of remote alarm video monitoring method of the present invention; Say as above-mentioned institute, when described image collecting device, image pick-up card will be monitored on-the-spot image document and transfer to described visual information processor, most important link just begins to play a role, and promptly view data is handled, and it step that comprises is as follows: step a: system initialization;
Step b:, and handle grab image frames and gray processing by 3 pairs of images of visual information processor by the image in the real-time acquisition monitoring place of image collecting device 1;
Step c: the image to adjacent two frames carries out difference;
Steps d: the noise in the difference image is carried out modeling;
Step e:, distinguish background and moving target according to the noise model binaryzation;
Step f: judged whether that object enters monitored space, if having then carry out following step g, if not then carry out above-mentioned steps b;
Step g: described visual information processor 3 sends corresponding order to wireless launcher 4, give at least one receiving terminal 6 with alarm signal via wireless network transmissions 5, and start one the video recording memory device 7, with this moment the image data storage that collects in described video recording memory device 7, till having the staff to close video recording memory device 7.
It is emphasized that, system initialization step for step a, mainly be that the image that image collecting device 1 is gathered is handled, and the quality of the quality of processing result image and images acquired has close getting in touch, therefore must some parameter settings are good before supervisory control system work, and this step is mainly finished the initial work of system, comprise resolution to image collecting device 1 images acquired, the standard of image pick-up card 2 video ports, brightness, contrast, colourity, the frame number that saturation and per second are gathered, the size of surveyed area, to carrying out the setting of the MSComm control or the like of communication, for subsequent treatment is prepared with the GSM modulator-demodulator.
The image that common image collecting device 1 collects is an analog video signal, therefore in order can the application image message handler 3 it to be handled, then above-mentioned analog video signal must be converted into digital signal, and deposit it buffering area of visual information processor 3 in.Present this conversion mainly contains dual mode: the one, and the kit that utilizes image pick-up card 2 to attach; The 2nd, the video software kit that utilizes Microsoft company to provide, i.e. Direct show or VFW.This dual mode respectively has pluses and minuses, and the advantage of first kind of mode is convenient and simple, and shortcoming then is that system is more intense to the dependence of image pick-up card 2.Second mode is then opposite with first kind of mode, and its advantage is that system is little to the dependence of image pick-up card 2, and shortcoming then is the exploitation more complicated.For the dependence of reduction system to hardware, native system has adopted the second way.
See also shown in Figure 3ly, it is the flow chart of the embodiment two of remote alarm video monitoring method of the present invention; It is to realize by above-mentioned remote alarm video monitoring system, it is characterized in that it step that comprises is:
Step a: system initialization;
Step b: the view data in place is monitored in image collecting device 1 real-time acquisition, and extracts an image that does not have intrusion target as original background by visual information processor 3;
Step c: the utilization frame difference method detects moving target, the image of present image and former frame is carried out difference obtain difference image;
Steps d: difference image cut apart obtain the foreground point;
Step e: the image after cutting apart is handled;
Step f: judge whether the zone, foreground point behind the noise filtering satisfies the intrusion target condition, if satisfy then carry out following step h, if not then carry out following step g;
Step g: the utilization background subtraction detects target, if intrusion target is arranged then carry out following step h, otherwise carries out above-mentioned steps b;
Step h: described visual information processor 3 sends corresponding order to wireless launcher 4, alarm signal is transferred at least one receiving terminal 6 via wireless network 5, and start described video recording memory device 7, with this moment the image data storage that collects in described video recording memory device 7, till having the staff to close video recording memory device 7.
Wherein for described step e the image after cutting apart is handled, seen also shown in Figure 4ly, it step that comprises is:
Step e1: the image after cutting apart is carried out noise filtering;
Step e2: the difference figure is carried out binaryzation;
Step e3: connected component labeling;
Step e4: remove irrational zone according to area and length.
See also shown in Figure 5ly, it is the flow chart of the embodiment three of remote alarm video monitoring method of the present invention, and it is to realize by above-mentioned remote alarm video monitoring system, it is characterized in that it step that comprises is:
Step a: system initialization;
Step b: the view data in place is monitored in image collecting device 1 real-time acquisition, and handles grab image frames and gray processing by 3 pairs of view data of visual information processor;
Step c: the image to adjacent two frames carries out difference;
Steps d: difference image is cut apart;
Step e: the image after cutting apart is handled;
Step f: judged whether the moving region, if having then carry out following step g, if not then carry out above-mentioned steps b;
Step g: described visual information processor 3 sends corresponding order to wireless launcher 4, alarm signal is transferred at least one receiving terminal 6 via wireless network 5, and start one the video recording memory device 7, with this moment the image data storage that collects in described video recording memory device 7, till having the staff to close video recording memory device 7.
Whether refer to the intrusion target zone for " moving region " that propose among the above-mentioned steps f, and intrusion target is primarily aimed at human body, be that the condition of intrusion target is:
The target area area can not be too small, and too small zone will be regarded as noise.
Length-width ratio is reasonable, because people's body length is than there being certain scope, the length of people's volume imaging has certain limit than also, and length all will be regarded as non-intrusion target zone than excessive or too small zone.
Wherein for step e the image after cutting apart is handled, also seen also shown in Figure 4ly, it step that comprises is:
Step e1: the image after cutting apart is carried out noise filtering;
Step e2: the difference figure is carried out binaryzation;
Step e3: connected component labeling;
Step e4: remove irrational zone according to area and length.
See also shown in Figure 6ly, it is the flow chart of the embodiment four of remote alarm video monitoring method of the present invention, and it step that comprises is:
Step a: system initialization;
Step b: the view data in place is monitored in image collecting device 1 real-time acquisition, and handles grab image frames and gray processing by 3 pairs of images of visual information processor;
Step c: the image to adjacent two frames carries out difference;
Steps d: difference image is cut apart;
Step e: the image after cutting apart is handled;
Step f: judged whether the moving region, if having then carry out following step g, if not then carry out above-mentioned steps b;
Step g: described visual information processor 3 sends corresponding order to wireless launcher 4, alarm signal is transferred at least one receiving terminal 6 via wireless network 5, and start one the video recording memory device 7, with this moment the image data storage that collects in described video recording memory device 7, till having the staff to close video recording memory device 7.
Step h: the moving region is identified;
Step I: calculate the spatial gradient of each point pixel on x, y direction in the moving region, and gray scale is to the rate of change of time;
Step j: calculate each point pixel speed vector in the moving region;
Step k: extract the target area by clustering method;
Step l: according to the overall rate of target area, target is followed the tracks of, determine the target location.
The pixel speed vector V that step j is obtained (r, θ) (wherein r represents velocity magnitude, and θ represents angle), and the space coordinates P of pixel (x, y) (x y) carries out cluster to the characteristic vector F of Zu Chenging for r, θ, and cluster result is one or several target areas.Wherein claim speed to be called characteristic point, only characteristic point is carried out cluster during cluster greater than the point of 0 (r>0).
Wherein for described step k: by the realization that clustering method extracts this process of target area, see also shown in Figure 7ly, it is for realizing the first method of described step k, and it step that comprises is:
Step k1: optional n characteristic point is as the initial target regional center in image;
Step k2: the further feature point is divided in the zone of (vector distance minimum) recently;
Step k3: cast out very few (<Nmin) the zone of characteristic point number;
Step k4: recomputate each regional center;
Step k5: calculate in each zone characteristic point to the average distance at center;
Step k6: calculate All Ranges overall average distance;
Step k7: if the big (n>2*K) of n value, just merge the too small zone of spacing (between regional center the distance<C), if the less (n<K/2) of n value, just division too sparse (in the zone each vector to the criterion distance at center poor>S) zone, (K/2≤n≤2*K) if n is of moderate size, just judge whether the current iteration number of times reaches upper limit I, if reach the upper limit, with regard to termination of iterations, the target area is extracted and is finished, if do not reach the upper limit, with regard to execution in step k2, wherein, K: the number of the target area that generate, I: the iterations upper limit, Nmin: the minimum number of characteristic vector in the zone, S: the criterion distance of characteristic vector and regional center is poor in the zone, C: interregional minimum range.
For the second method that realizes described step k, see also shown in Figure 8ly, it step that comprises is:
Step k1: optional n characteristic point is as the initial target regional center in image;
Step k2: the further feature point is divided in the zone of (vector distance minimum) recently;
Step k3: recomputate each regional center;
Step k4: if All Ranges does not all have to change, with regard to termination of iterations, if area change is arranged, just judge whether iterations reaches upper limit I, if reach with regard to termination of iterations, if just do not carry out k2, wherein, K: the number of the target area that generate, I: the iterations upper limit.
Substantially can determine whether unusual situation to have occurred by above-named several modes, and message has been passed at least one receiving terminal 6 in the place of monitoring.Be achieved in that for this wireless transmission process warning message sends to the radio universal network by wireless base station apparatus 4 with information, is passed on security protection personnel's the portable terminal by wireless network 5 again.The wireless base station apparatus here is the GSM modulator-demodulator, it links to each other by serial ports with computer, system uses MSComm control and GSM modulator-demodulator to carry out communication, the MSComm control carries out the port setting during disclosed in the above system initialization, comprises sending buffering area, accepting buffering area, the mode that reads and writes data, baud rate or the like.System controls the GSM modulator-demodulator by sending the AT order.The GSM modulator-demodulator is to the acceptance of SMS information and send the dual mode that has relatively more commonly used at present: Text Model and PDU Model.Under Text Model, the data that send and receive are all represented with the form of ASCll sign indicating number; Under PDU Model, the short message text is sent out through behind the hexadecimal code.PDU is equivalent to a packet, and it is made up of the information that constitutes message (SMS).As a kind of data cell, it must comprise source/destination address, protection (effectively) time, data format, protocol type and text, and text length can reach 140 bytes, and they are all with hexadecimal representation.Because serial data the longest in the native system does not surpass 140 bytes, so data all can send with a piece of news.Because domestic portable terminal great majority are not supported Text Model at present, so system adopts the PDU pattern to carry out the transmission and the reception of information.Illustrate the short message process of transmitting below: (short message service center is: 13800100500; The mobile terminal number of accepting message is: 13552368431; ")
1) assembling PDU bag
08?9?1?683?108?100000?5?F0?1?1?000D?9?1?68?31?55?32?86?34?F10000000?6?C8?329B?FD?0E?01
2) the short message sending mode is set
AT+CMGF=0(1-Text?Model?0-PDU?Model)
3) the transmission data length is set
AT+CMGS=21
4) send the PDU packet
To sum up, remote alarm video monitoring system and method disclosed by the invention can detect in real time to the object that enters the monitored area and have that cost is low, high safety, have intelligence, characteristics such as report to the police in time, be convenient to expand, maintenance cost is low, can be used for the occasion of various factory buildings that are difficult for patrolling and examining and the round-the-clock anti-thefting monitoring of equipment.
The above only is preferred embodiment of the present invention, only is illustrative for the purpose of the present invention, and nonrestrictive.Those skilled in the art is understood, and can carry out many changes to it in the spirit and scope that claim of the present invention limited, revise, even equivalence, but all will fall within the scope of protection of the present invention.

Claims (2)

1. a remote alarm video monitoring method is characterized in that, it step that comprises is:
Step a: system initialization;
Step b: the view data in place is monitored in the real-time acquisition of image collecting device, and extracts an image that does not have intrusion target as original background by visual information processor;
Step c: the utilization frame difference method detects moving target, the image of present image and former frame is carried out difference obtain difference image;
Steps d: difference image cut apart obtain the foreground point;
Step e: the image after cutting apart is handled;
Step f: judge whether the zone, foreground point behind the noise filtering satisfies the intrusion target condition, if satisfy then carry out following step h, if not then carry out following step g;
Step g: the utilization background subtraction detects target, if intrusion target is arranged then carry out following step h, otherwise carries out above-mentioned steps b;
Step h: described visual information processor sends corresponding order to wireless launcher, gives at least one receiving terminal with alarm signal via wireless network transmissions; Wherein,
Described step e handles the image after cutting apart, and the step that comprises is:
Image after cutting apart is carried out noise filtering;
The difference figure is carried out binaryzation;
Connected component labeling;
Remove irrational zone according to area and length.
2. remote alarm video monitoring method according to claim 1, it is characterized in that, step h also comprises: start the video recording memory device, with the image data storage that collects this moment in described video recording memory device, till having the staff to close the video recording memory device.
CN2007101455983A 2007-08-27 2007-08-27 Remote alarm video monitoring method Expired - Fee Related CN101119481B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN2007101455983A CN101119481B (en) 2007-08-27 2007-08-27 Remote alarm video monitoring method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN2007101455983A CN101119481B (en) 2007-08-27 2007-08-27 Remote alarm video monitoring method

Related Child Applications (1)

Application Number Title Priority Date Filing Date
CN2009102262313A Division CN101710977B (en) 2007-08-27 2007-08-27 Remote alarm video monitoring method

Publications (2)

Publication Number Publication Date
CN101119481A CN101119481A (en) 2008-02-06
CN101119481B true CN101119481B (en) 2010-04-21

Family

ID=39055377

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2007101455983A Expired - Fee Related CN101119481B (en) 2007-08-27 2007-08-27 Remote alarm video monitoring method

Country Status (1)

Country Link
CN (1) CN101119481B (en)

Families Citing this family (29)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101754045B (en) * 2008-12-08 2013-07-24 北京中星微电子有限公司 Method for distinguishing stay-dead picture in monitoring system, monitoring system and device
CN101951498A (en) * 2010-03-30 2011-01-19 联合泰信(北京)通讯技术有限公司 Comprehensive treatment mode of remote sensing data transmission
CN101819710B (en) * 2010-03-30 2011-12-21 西安盛赛尔电子有限公司 Two-way serial communication protocol based communication method for fire alarm system
CN101825887B (en) * 2010-04-09 2016-04-20 李毅民 Based on the environmental monitoring system of Internet of Things
CN101924928B (en) * 2010-09-03 2012-07-18 西安祥泰软件设备系统有限责任公司 Embedded type bus device server system having image collecting function and running method thereof
CN102542744B (en) * 2010-12-20 2014-06-25 深圳鼎识科技有限公司 Radio frequency identification (RFID) information monitoring system and RFID monitoring method
CN102810208B (en) * 2012-07-24 2015-12-16 武汉大千信息技术有限公司 Based on the criminal investigation video pre-filtering method that direct of travel detects
CN102842211B (en) * 2012-09-07 2015-02-25 国家电网公司 Monitoring and early warning system and monitoring and early warning method for prevention of external force of transmission line based on image recognition
CN103247123A (en) * 2013-05-24 2013-08-14 苏州鼎铭电子科技有限公司 Image monitoring system and image monitoring method based on wireless network and electronic mail dumping
CN104092972B (en) * 2014-07-15 2018-10-02 北京小鱼在家科技有限公司 A kind of communication terminal and the tool for being installed on mobile terminal
CN104284164A (en) * 2014-10-31 2015-01-14 成都众易通科技有限公司 Intelligent security and protection monitoring system
CN104410817A (en) * 2014-11-17 2015-03-11 广州中国科学院先进技术研究所 Monitoring alarm method for factory emergency
CN104732698A (en) * 2015-04-19 2015-06-24 苏州神林堂中医药研究所 Internet of things and image recognition based alarm system
CN105373062A (en) * 2015-12-22 2016-03-02 上海天跃科技股份有限公司 Monitoring and alarm device
CN105681753A (en) * 2016-01-18 2016-06-15 阿亦睿机器人科技(上海)有限公司 Intelligent monitoring device
CN105590392A (en) * 2016-01-30 2016-05-18 泉州市隆升信息科技有限公司 Intelligent community online security protection method
CN105892538B (en) * 2016-04-22 2018-08-31 郑贵林 Intelligent terminal and intelligent terminal system for building active fire system and wisdom building
CN106251544A (en) * 2016-08-05 2016-12-21 吉林大学 A kind of intrusion alarm method based on Android intelligent and alarm device
CN106228754B (en) * 2016-08-10 2019-01-08 集美大学 A kind of hand detection device based on binocular vision
CN106441057A (en) * 2016-08-25 2017-02-22 陕西省地质环境监测总站 Geological disaster relative displacement automatic measurement and image collecting early warning device
CN108536689A (en) * 2017-03-01 2018-09-14 中国电信股份有限公司 Data for video monitoring close rail methods, devices and systems
CN107249122A (en) * 2017-07-26 2017-10-13 杨建伟 A kind of moving target monitoring system for intelligent monitoring
CN111246403A (en) * 2018-11-28 2020-06-05 广州开信通讯系统有限公司 Method and device for controlling short message sending through remote Telnet
CN111267079A (en) * 2018-12-05 2020-06-12 中国移动通信集团山东有限公司 Intelligent inspection robot inspection method and device
CN109660768A (en) * 2019-01-07 2019-04-19 哈尔滨理工大学 One kind being based on Embedded moving object detection intelligent video monitoring system
CN110189494A (en) * 2019-07-01 2019-08-30 深圳江行联加智能科技有限公司 A kind of substation's exception monitoring alarm system
CN111127692A (en) * 2019-12-16 2020-05-08 国网上海市电力公司 Cable line anti-external-damage inspection system capable of being intelligently controlled
CN111355931A (en) * 2020-03-30 2020-06-30 珠海格力电器股份有限公司 Production line state monitoring method and device, server and storage medium
CN111724415A (en) * 2020-06-20 2020-09-29 马鞍山职业技术学院 Video image-based multi-target motion detection and tracking method in fixed scene

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1487677A (en) * 2002-07-18 2004-04-07 涛 陈 Radio image monitoring method and system
CN101017573A (en) * 2007-02-09 2007-08-15 南京大学 Method for detecting and identifying moving target based on video monitoring

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1487677A (en) * 2002-07-18 2004-04-07 涛 陈 Radio image monitoring method and system
CN101017573A (en) * 2007-02-09 2007-08-15 南京大学 Method for detecting and identifying moving target based on video monitoring

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
段昶.活动序列图像中的运动目标检测.中国优秀说是论文电子期刊网.2007,16-23, 35-42. *

Also Published As

Publication number Publication date
CN101119481A (en) 2008-02-06

Similar Documents

Publication Publication Date Title
CN101119481B (en) Remote alarm video monitoring method
CN101710977B (en) Remote alarm video monitoring method
CN202773015U (en) Image quality diagnosis device for video monitoring system
CN104994346A (en) Intelligent construction safety management monitoring system and image alarm processing method thereof
CN202887373U (en) Fire risk monitoring system in building
CN201967003U (en) Alarming monitoring system
CN202838643U (en) Wireless network-based intelligent monitoring device aiming at operation state of power transformation device
CN101282463A (en) Monitoring system for capturing remote wireless image based on DCT field differential value transmission
CN110491068A (en) A kind of data transmission of internet of things cloud platform
CN102355575A (en) Distributed video monitoring device with pre-warning function
CN110706464A (en) Distributed networking well lid external-damage-prevention early warning system and method
CN207218923U (en) A kind of non real-time monitoring system under flow-sensitive environment
CN106375487A (en) Monitoring system for environment monitoring vehicle
CN103956032A (en) DVR security alarm method and system
CN103454228B (en) Adopt the flue gas blackness supervisory system of motion detecting technology
CN103093579B (en) Debris flow or landslide alarm system based on videos
CN107358343A (en) Power engineering safe early warning method based on view data feature difference
CN202650175U (en) Monitoring system for laboratory
CN201608830U (en) Intelligent monitoring system based on mobile video signals
CN108387822A (en) A kind of distribution line device for monitoring running state
CN104219498B (en) A kind of oil field video monitoring system and its application method based on WiFi
CN107968820A (en) Monitoring management system based on Real Estate Development construction
CN213814925U (en) Mobile flame identification system based on wireless local area network
CN213183006U (en) Wireless smoke sensing linkage emergency monitoring system
CN204967842U (en) Novel building fire fighting facility detect network system

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
ASS Succession or assignment of patent right

Owner name: BEIJING FORESTRY UNIV.

Free format text: FORMER OWNER: LIU WENPING

Effective date: 20100524

C41 Transfer of patent application or patent right or utility model
COR Change of bibliographic data

Free format text: CORRECT: ADDRESS; FROM: 100041 DEPARTMENT OF COMPUTING, BEIFANG INDUSTRY COLLEGE, NO.5 JINYUANZHUANG, SHIJINGSHAN DISTRICT, BEIJING TO: 100083 MAILBOX 150, INFORMATION COLLEGE OF BEIJING FORESTRY UNIVERSITY, NO.35 QINGHUA EAST ROAD, HAIDIAN DISTRICT, BEIJING

TR01 Transfer of patent right

Effective date of registration: 20100524

Address after: 100083 150 mailbox, School of information, Beijing Forestry University, 35 Qinghua East Road, Beijing, Haidian District

Patentee after: Beijing Forestry University

Address before: 100041 Beijing City, Shijingshan District Jin Yuan Zhuang No. 5 Computer Department of North China University of Technology

Patentee before: Liu Wenping

C17 Cessation of patent right
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20100421

Termination date: 20130827