CN109165151A - The evaluation method and device of computer based image conversion interface alternation operation - Google Patents
The evaluation method and device of computer based image conversion interface alternation operation Download PDFInfo
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- CN109165151A CN109165151A CN201810731427.7A CN201810731427A CN109165151A CN 109165151 A CN109165151 A CN 109165151A CN 201810731427 A CN201810731427 A CN 201810731427A CN 109165151 A CN109165151 A CN 109165151A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3466—Performance evaluation by tracing or monitoring
- G06F11/349—Performance evaluation by tracing or monitoring for interfaces, buses
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
Abstract
The embodiment of the present invention provides the evaluation method and device of a kind of computer based image conversion interface alternation operation, belongs to field of image processing.This method comprises: the operation of detection mouse and/or keyboard；Screen picture is obtained according to the operation of the mouse and/or the keyboard；It is matched using an at least normal pictures with the screen picture intercepted；And in an at least normal pictures and the screen picture successful match intercepted, the operating procedure for judging that an at least normal pictures indicate is normal.The present invention can be convenient and accurately judge operator whether by operation requirement interact operation.
Description
Technical field
The present invention relates to image procossings, more particularly to the evaluation method of computer based image conversion interface alternation operation
And device.
Background technique
To computer, (computer mentioned in this article includes physical entity machine and passes through virtualization technology in physics user
The virtual machine run in physical machine) graphic interface interactive operation, be usually all by input equipment (such as mouse, keyboard),
Equipment (such as display) is shown to complete.Input equipment is used to for inputting information, display equipment through graphic interface reality
When display operation during system mode and operating result.In the man-machine interactive operation of the graphic interface of some pairs of computers
In, need to judge whether the operation of computer user meets defined operating process.For example student completes meter using computer
When calculation machine experimental courses, teacher wishes to can know that student tests either with or without by experimental procedure.In the prior art, Zhi Nengtong
Cross the examination for submitting laboratory report to be tested after student experimenting.The form for the information that may include in laboratory report is different,
The method needs artificial participation, and whether not only time-consuming and laborious nor energy accurate judgement student experimental procedure complies fully with
It is required that.
Summary of the invention
The purpose of the embodiment of the present invention is that providing a kind of evaluation method of computer based image conversion interface alternation operation
And device, the evaluation method and device of computer based image conversion interface alternation operation can be convenient and accurately judge operation
Person whether by operation requirement interact operation.
To achieve the goals above, the embodiment of the present invention provides a kind of operation of computer based image conversion interface alternation
Evaluation method, this method comprises: the operation of detection mouse and/or keyboard；According to the mouse and/or the keyboard
Operation obtain screen picture；It is matched using an at least normal pictures with the screen picture intercepted；And described
When an at least normal pictures are with the screen picture successful match intercepted, the behaviour that an at least normal pictures indicate is judged
It is normal to make step.
Preferably, the normal pictures are obtained by following operation: in the case where standard operation, according to the mouse
At least one operation picture of operation intercept of mark and/or the keyboard；According at least operation diagram on piece intercepted
The object and current operation step that screen focus is chosen carry out emphasis label at least one operation picture intercepted；Choose institute
The operation picture of label is as the normal pictures.
Preferably, object and current operation that the mouse according at least operation diagram on piece intercepted is chosen
It includes: at least operation diagram on piece that judgement is intercepted that step, which carries out emphasis label at least one operation picture intercepted,
Whether the object that the screen focus is chosen is the unique selection for executing current operation step；It is in the object that the mouse is chosen
When executing the unique selection of current operation step, emphasis label is carried out to the object.
Preferably, the normal pictures are obtained by following operation: in the case where standard operation, according to the mouse
At least one operation picture of operation intercept of mark and/or the keyboard；Receive pair that picture is operated to described at least one
Instruction as carrying out emphasis label；Emphasis label is carried out to the object according to described instruction；Choose marked operation picture
As the normal pictures.
Preferably, after obtaining screen picture according to the operation of the mouse and/or the keyboard, this method is also
It include: to be matched by the object that emphasis marks with the screen picture intercepted using in an at least normal pictures；?
When there is the object of the object matching marked with institute's emphasis in the screen picture intercepted, an at least normal pictures are judged
The operating procedure of expression is normal.
Preferably, which includes: detection module, screen capture module and processing module, wherein the detection module is used for
Detect the operation of mouse and/or keyboard；The screen capture module is used for the behaviour according to the mouse and/or the keyboard
Make acquisition screen picture；The processing module is used for using an at least normal pictures and the screen picture intercepted progress
Match；And in an at least normal pictures and the screen picture successful match intercepted, judgement at least one mark
The operating procedure that quasi- picture indicates is normal.
Preferably, the normal pictures are obtained by following operation: the screen capture module is the standard operation the case where
Under, according at least one operation picture of the operation intercept of the mouse and/or the keyboard；The processing module is according to institute
The object and current operation step that an at least operation diagram on piece screen focus for interception is chosen are at least one behaviour intercepted
Make picture and carries out emphasis label；And marked operation picture is chosen as the normal pictures.
Preferably, object and current operation that the mouse according at least operation diagram on piece intercepted is chosen
It includes: at least operation diagram on piece that judgement is intercepted that step, which carries out emphasis label at least one operation picture intercepted,
Whether the object that the screen focus is chosen is the unique selection for executing current operation step；It is in the object that the mouse is chosen
When executing the unique selection of current operation step, emphasis label is carried out to the object.
Preferably, the normal pictures are obtained by following operation: the screen capture module is the standard operation the case where
Under, according at least one operation picture of the operation intercept of the mouse and/or the keyboard；The processing module reception pair
The object of at least one operation picture carries out the instruction of emphasis label；Emphasis mark is carried out to the object according to described instruction
Note；And marked operation picture is chosen as the normal pictures.
Preferably, after obtaining screen picture according to the operation of the mouse and/or the keyboard, the processing
Module is also used to: being carried out using the object marked in an at least normal pictures by emphasis and the screen picture that is intercepted
Match；When there is the object of the object matching marked with institute's emphasis in the screen picture intercepted, judgement at least one mark
The operating procedure that quasi- picture indicates is normal.
Through the above technical solutions, the judge operated using computer based image conversion interface alternation provided by the invention
Method and apparatus obtain screen picture when mouse and/or keyboard are operated, and use normal pictures and screen picture
Match, when there is normal pictures matching, illustrates that the screen picture is correct operating procedure, can be convenient and accurately judge operator
Whether by operation requirement interact operation.
The other feature and advantage of the embodiment of the present invention will the following detailed description will be given in the detailed implementation section.
Detailed description of the invention
Attached drawing is to further understand for providing to the embodiment of the present invention, and constitute part of specification, under
The specific embodiment in face is used to explain the present invention embodiment together, but does not constitute the limitation to the embodiment of the present invention.Attached
In figure:
Fig. 1 is the stream of the evaluation method for the computer based image conversion interface alternation operation that one embodiment of the invention provides
Cheng Tu；
Fig. 2 is the flow chart of the acquisition methods for the normal pictures that one embodiment of the invention provides；
Fig. 3 be another embodiment of the present invention provides normal pictures acquisition methods flow chart；
Fig. 4 be another embodiment of the present invention provides computer based image conversion interface alternation operation evaluation method
Flow chart；
Fig. 5 is the behaviour of the evaluation method for the computer based image conversion interface alternation operation that one embodiment of the invention provides
Make flow diagram；
Fig. 6 is the knot of the judge device for the computer based image conversion interface alternation operation that one embodiment of the invention provides
Structure schematic diagram.
Description of symbols
1 detection module, 2 screen capture module
3 processing modules.
Specific embodiment
It is described in detail below in conjunction with specific embodiment of the attached drawing to the embodiment of the present invention.It should be understood that this
Locate described specific embodiment and be merely to illustrate and explain the present invention embodiment, is not intended to restrict the invention embodiment.
Fig. 1 is the stream of the evaluation method for the computer based image conversion interface alternation operation that one embodiment of the invention provides
Cheng Tu.As shown in Figure 1, this method comprises:
Step S11 detects the operation of mouse and/or keyboard；
Step S12 obtains screen picture according to the operation of the mouse and/or the keyboard；
Step S13 is matched using an at least normal pictures with the screen picture intercepted；And
Step S14, in an at least normal pictures and the screen picture successful match intercepted, judgement is described extremely
The operating procedure that few normal pictures indicate is normal.
The realization such as C#, C, Python can be used in above-mentioned steps S11 and S12.JavaScript+ is utilized under cloud platform
Html5 obtains user and inputs to mouse, the keyboard of virtual machine, and intercept virtual machine screen recording user's operation.In Microsoft
In Windows operating system, can be used provided in Windows API Hook Function detection mouse, keyboard input, below with
For C# code under Windows, function call code is as follows:
(enter key and space bar can be mainly judged) when detecting that mouse down or keyboard are pressed, and are carried out screen and are cut
It takes, Graphics object acquisition screen picture can be used, function call code is as follows:
Above-mentioned steps S13, the matchTemplate function that can be used in OpenCV carry out template matching calculating, can also
OpenCV or other image processing function libraries is called to realize to use the technologies such as C#, Python.Following example code is C++ volume
The OpenCV write calls code, and function call code is as follows:
In embodiments of the present invention, normal pictures are that staff led in a manner of above-described embodiment when standard operation
The picture crossing screen printing image and obtaining, every normal pictures can at least indicate an operating procedure, therefore, in step
In S14, if the result that step S13 is obtained is that can find matching screen map for carrying out matched normal pictures
Picture then illustrates that operator executed the operation of normal pictures expression, and the operating procedure for judging that the normal pictures indicate is normal, symbol
Regulation in standardization operating process, on the contrary think that operating procedure does not meet the regulation in Standard Operating Procedure.
Fig. 2 is the flow chart of the acquisition methods for the normal pictures that one embodiment of the invention provides.As shown in Fig. 2, the mark
Quasi- picture is obtained by following operation:
Step S21, in the case where standard operation, extremely according to the operation intercept of the mouse and/or the keyboard
A few operation picture；
Step S22, whether the object for judging that at least operation diagram on piece focus intercepted is chosen is to execute current behaviour
Make the unique selection of step；
Step S23, when the object that the mouse is chosen is to execute the unique selection of current operation step, to the object
Carry out emphasis label；
Step S24, when the object that the mouse is chosen is not to execute the unique selection of current operation step, without place
Reason；
Step S25 chooses marked operation picture as the normal pictures.
In the present embodiment, the equally operation of detection mouse and/or keyboard, and according to mouse and/or keyboard
Operation intercept screen picture, as operation picture.Unlike last embodiment, operation is interacted in the present embodiment
It is staff, that is, what is executed is the standard operation that process formulation person makes.Standard operation needs the requirement of clearly each step,
Illustrate wherein alternative step.When mouse and/or keyboard carry out after operation executes a certain operating procedure (at this time due to mouse
And/or keyboard is operated so having intercepted operation picture), when computer may determine that mouse and keyboard are operated
Whether the object that screen focus (such as by mouse or the cursor of Keyboard Control etc.) is chosen executes unique choosing of the operating procedure
Select (such as the operating procedure of execution is entered a new line automatically when closing on edge, then it is unique choosing that " closing on edge " is clicked in drop-down menu
It selects).When the object that the screen focus is chosen is to execute the unique selection of current operation step, then screen focus is chosen
Object carries out emphasis label, so that the operation picture comprising the object be made also to be provided with emphasis label, finally has emphasis to mark
Operation picture is selected as normal pictures.
Fig. 3 be another embodiment of the present invention provides normal pictures acquisition methods flow chart.As shown in figure 3, described
Normal pictures are obtained by following operation:
Step S31, in the case where standard operation, extremely according to the operation intercept of the mouse and/or the keyboard
A few operation picture；
Step S32 receives the instruction that the object for operating picture to described at least one carries out emphasis label；
Step S33 carries out emphasis label to the object according to described instruction；
Step S34 chooses marked operation picture as the normal pictures.
In the present embodiment, it is self-determining by staff for which object carrying out emphasis label to, that is, according to mouse
After the operation intercept of mark and/or keyboard operation picture, which object which is operated picture to is assigned by staff
The instruction of emphasis label is carried out, so that computer carries out emphasis label accordingly, after to all operation picture counterpoise points label,
The operation picture for having emphasis to mark is selected as normal pictures.
Fig. 4 be another embodiment of the present invention provides computer based image conversion interface alternation operation evaluation method
Flow chart.As shown in figure 4,
Step S41 detects the operation of mouse and/or keyboard；
Step S42 obtains screen picture according to the operation of the mouse and/or the keyboard；
Step S43 uses the object marked in an at least normal pictures by emphasis and the screen picture that is intercepted
It is matched；
Step S44 judges the object for whether having with the object matching of institute's emphasis label in the screen picture intercepted；
Step S45 judges institute when having the object of the object matching marked with institute's emphasis in the screen picture intercepted
The operating procedure for stating the expression of an at least normal pictures is normal；
Step S46, in the screen picture intercepted not with institute's emphasis label object matching object when, judge institute
The operating procedure for stating the expression of an at least normal pictures is abnormal.
In the present embodiment, it is carried out using the object marked in normal pictures by emphasis and the screen picture that is intercepted
Match.Also, in all screen pictures intercepted, as long as the object with the object matching marked by emphasis can be found
The operating procedure for thinking that normal pictures indicate is normal.The object marked using emphasis is carried out matched advantage and is, by standard drawing
The emphasis of piece further embodies, and makes to match more accurate, while also avoiding between normal pictures and screen picture due to difference
It is different it is excessive can not match cause judgement occur error.
Fig. 5 is the behaviour of the evaluation method for the computer based image conversion interface alternation operation that one embodiment of the invention provides
Make flow diagram.As shown in figure 5, process of the present invention can have 4 class roles, wherein
Standard setter formulates Standard Operating Procedure step first, this Standard Operating Procedure is to require or constrain practical operation
Person must be executed the operating process and operation requirement of graphical interfaces interactive operation by this, and specification user is to computer graphical interface
Operation behavior, while also after the completion of user's operation as the judge whether satisfactory foundation of user's operation.
Normal process producer is according to the Standard Operating Procedure formulated, in the computer environment met the requirements of the standard
In, the operation of computer graphical interface alternation is completely executed according to Standard Operating Procedure, whole operation process all can be by backstage journey
Sequence carries out screen picture recording and is labeled to the committed step in the operating process recorded.
Actual operator is that the use of computer graphical interface alternation operation is actually carried out according to Standard Operating Procedure requirement
Family.Whole operation process can carry out screen picture recording by background program, and operating process may be because that various reasons are not
Comply fully with the Standard Operating Procedure of standard setter's formulation.
The Standard Operating Procedure and foundation is labeled as to emphasis step that computer is recorded according to normal process producer,
Result is recorded to the operating process of actual operator to judge, obtain which step of the operation of actual operator meet the requirements,
Which step is without operation and wherein specific incorrect details as required.
Fig. 6 is the knot of the judge device for the computer based image conversion interface alternation operation that one embodiment of the invention provides
Structure schematic diagram.As shown in fig. 6, the device includes: detection module 1, screen capture module 2 and processing module 3, wherein the detection
Module 1 is used to detect the operation of mouse and/or keyboard；The screen capture module 2 is used for according to the mouse and/or the key
The operation of disk key obtains screen picture；The processing module 3 is used for using an at least normal pictures and the screen intercepted
Image is matched；And in an at least normal pictures and the screen picture successful match intercepted, described in judgement
The operating procedure that an at least normal pictures indicate is normal.
Preferably, the normal pictures are obtained by following operation: the screen capture module 2 is the standard operation the case where
Under, according at least one operation picture of the operation intercept of the mouse and/or the keyboard；3 basis of processing module
The object and current operation step that at least operation diagram on piece screen focus intercepted is chosen are at least one intercepted
It operates picture and carries out emphasis label；And marked operation picture is chosen as the normal pictures.
Preferably, object and current operation that the mouse according at least operation diagram on piece intercepted is chosen
It includes: at least operation diagram on piece that judgement is intercepted that step, which carries out emphasis label at least one operation picture intercepted,
Whether the object that the screen focus is chosen is the unique selection for executing current operation step；It is in the object that the mouse is chosen
When executing the unique selection of current operation step, emphasis label is carried out to the object.
Preferably, the normal pictures are obtained by following operation: the screen capture module 2 is the standard operation the case where
Under, according at least one operation picture of the operation intercept of the mouse and/or the keyboard；The processing module 3 receives
The object for operating picture to described at least one carries out the instruction of emphasis label；Emphasis is carried out to the object according to described instruction
Label；And marked operation picture is chosen as the normal pictures.
Preferably, after obtaining screen picture according to the operation of the mouse and/or the keyboard, the processing
Module 3 is also used to: being carried out by the object that emphasis marks with the screen picture intercepted using in an at least normal pictures
Matching；When having the object of the object matching marked with institute's emphasis in the screen picture intercepted, judgement is at least one described
The operating procedure that normal pictures indicate is normal.
Since the embodiment of device is similar with the embodiment of method described above, details are not described herein.
Through the above technical solutions, the judge operated using computer based image conversion interface alternation provided by the invention
Method and apparatus obtain screen picture when mouse and/or keyboard are operated, and use normal pictures and screen picture
Match, when there is normal pictures matching, illustrates that the screen picture is correct operating procedure, can be convenient and accurately judge operator
Whether by operation requirement interact operation.
The optional embodiment of the embodiment of the present invention is described in detail in conjunction with attached drawing above, still, the embodiment of the present invention is simultaneously
The detail being not limited in above embodiment can be to of the invention real in the range of the technology design of the embodiment of the present invention
The technical solution for applying example carries out a variety of simple variants, these simple variants belong to the protection scope of the embodiment of the present invention.
It is further to note that specific technical features described in the above specific embodiments, in not lance
In the case where shield, it can be combined in any appropriate way.In order to avoid unnecessary repetition, the embodiment of the present invention pair
No further explanation will be given for various combinations of possible ways.
It will be appreciated by those skilled in the art that implementing the method for the above embodiments is that can pass through
Program is completed to instruct relevant hardware, which is stored in a storage medium, including some instructions are used so that single
Piece machine, chip or processor (processor) execute all or part of the steps of each embodiment the method for the application.And it is preceding
The storage medium stated includes: USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory
The various media that can store program code such as (RAM, Random Access Memory), magnetic or disk.
In addition, any combination can also be carried out between a variety of different embodiments of the embodiment of the present invention, as long as it is not
The thought of the embodiment of the present invention is violated, equally should be considered as disclosure of that of the embodiment of the present invention.
Claims (10)
1. a kind of evaluation method of computer based image conversion interface alternation operation, which is characterized in that this method comprises:
Detect the operation of mouse and/or keyboard；
Screen picture is obtained according to the operation of the mouse and/or the keyboard；
It is matched using an at least normal pictures with the screen picture intercepted；And
In an at least normal pictures and the screen picture successful match intercepted, an at least standard drawing is judged
The operating procedure that piece indicates is normal.
2. the evaluation method of computer based image conversion interface alternation operation according to claim 1, which is characterized in that
The normal pictures are obtained by following operation:
In the case where standard operation, according to the operation intercept of a mouse and/or the keyboard at least operation diagram
Piece；
The object chosen according at least operation diagram on piece screen focus intercepted and current operation step are to being intercepted
At least one operation picture carries out emphasis label；
Marked operation picture is chosen as the normal pictures.
3. the evaluation method of computer based image conversion interface alternation operation according to claim 2, which is characterized in that
Object that the mouse according at least operation diagram on piece intercepted is chosen and current operation step are to being intercepted
At least one operation picture carries out emphasis label
Judge whether the object that screen focus described in at least operation diagram on piece intercepted is chosen is to execute current operation step
Rapid unique selection；
When the object that the mouse is chosen is to execute the unique selection of current operation step, emphasis mark is carried out to the object
Note.
4. the evaluation method of computer based image conversion interface alternation operation according to claim 1, which is characterized in that
The normal pictures are obtained by following operation:
In the case where standard operation, according to the operation intercept of a mouse and/or the keyboard at least operation diagram
Piece；
Receive the instruction that the object for operating picture to described at least one carries out emphasis label；
Emphasis label is carried out to the object according to described instruction；
Marked operation picture is chosen as the normal pictures.
5. the evaluation method of computer based image conversion interface alternation operation according to claim 3 or 4, feature exist
In, after obtaining screen picture according to the operation of the mouse and/or the keyboard, this method further include:
It is matched by the object that emphasis marks with the screen picture intercepted using in an at least normal pictures；
When there is the object of the object matching marked with institute's emphasis in the screen picture intercepted, judgement at least one mark
The operating procedure that quasi- picture indicates is normal.
6. a kind of judge device of computer based image conversion interface alternation operation, which is characterized in that the device includes:
Detection module, screen capture module and processing module, wherein
The detection module is used to detect the operation of mouse and/or keyboard；
The screen capture module is used to obtain screen picture according to the operation of the mouse and/or the keyboard；
The processing module is used to be matched using an at least normal pictures with the screen picture intercepted；And described
When an at least normal pictures are with the screen picture successful match intercepted, the behaviour that an at least normal pictures indicate is judged
It is normal to make step.
7. the judge device of computer based image conversion interface alternation operation according to claim 6, which is characterized in that
The normal pictures are obtained by following operation:
The screen capture module is in the case where standard operation, extremely according to the operation intercept of the mouse and/or the keyboard
A few operation picture；
The object and current operation that the processing module is chosen according at least operation diagram on piece screen focus intercepted walk
Suddenly emphasis label is carried out at least one operation picture intercepted；And marked operation picture is chosen as the standard
Picture.
8. the judge device of computer based image conversion interface alternation operation according to claim 7, which is characterized in that
Object that the mouse according at least operation diagram on piece intercepted is chosen and current operation step are to being intercepted
At least one operation picture carries out emphasis label
Judge whether the object that screen focus described in at least operation diagram on piece intercepted is chosen is to execute current operation step
Rapid unique selection；
When the object that the mouse is chosen is to execute the unique selection of current operation step, emphasis mark is carried out to the object
Note.
9. the judge device of computer based image conversion interface alternation operation according to claim 6, which is characterized in that
The normal pictures are obtained by following operation:
The screen capture module is in the case where standard operation, extremely according to the operation intercept of the mouse and/or the keyboard
A few operation picture；
The processing module receives the instruction that the object for operating picture to described at least one carries out emphasis label；According to the finger
It enables and emphasis label is carried out to the object；And marked operation picture is chosen as the normal pictures.
10. the judge device of computer based image conversion interface alternation operation according to claim 8 or claim 9, feature
It is, after obtaining screen picture according to the operation of the mouse and/or the keyboard, the processing module is also used
In:
It is matched by the object that emphasis marks with the screen picture intercepted using in an at least normal pictures；
When there is the object of the object matching marked with institute's emphasis in the screen picture intercepted, judgement at least one mark
The operating procedure that quasi- picture indicates is normal.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110334142A (en) * | 2019-06-18 | 2019-10-15 | 北京红云融通技术有限公司 | Intelligent data acquisition method, terminal, server and interactive system |
| CN113380000A (en) * | 2021-04-30 | 2021-09-10 | 青岛海纳云科技控股有限公司 | Fire alarm controller alarm condition processing operation monitoring method based on video |
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| CN105957469A (en) * | 2016-04-27 | 2016-09-21 | 南京巨鲨显示科技有限公司 | Display system and method with image freezing function |
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| US20070211147A1 (en) * | 2006-03-08 | 2007-09-13 | Benq Corporation | Image capture systems and methods |
| CN105786316A (en) * | 2016-02-26 | 2016-07-20 | 湖北汽车工业学院 | Computer recognition method for evaluating software operating level |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110334142A (en) * | 2019-06-18 | 2019-10-15 | 北京红云融通技术有限公司 | Intelligent data acquisition method, terminal, server and interactive system |
| CN110334142B (en) * | 2019-06-18 | 2022-05-17 | 北京红云融通技术有限公司 | Intelligent data acquisition method, terminal, server and interaction system |
| CN113380000A (en) * | 2021-04-30 | 2021-09-10 | 青岛海纳云科技控股有限公司 | Fire alarm controller alarm condition processing operation monitoring method based on video |
| CN113380000B (en) * | 2021-04-30 | 2022-12-16 | 海纳云物联科技有限公司 | Video-based fire alarm processing operation monitoring method for fire alarm controller |
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