CN108803993A - Exchange method, intelligent terminal and the computer readable storage medium of application program - Google Patents
Exchange method, intelligent terminal and the computer readable storage medium of application program Download PDFInfo
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- CN108803993A CN108803993A CN201810610192.6A CN201810610192A CN108803993A CN 108803993 A CN108803993 A CN 108803993A CN 201810610192 A CN201810610192 A CN 201810610192A CN 108803993 A CN108803993 A CN 108803993A
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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
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- G—PHYSICS
- G11—INFORMATION STORAGE
- G11C—STATIC STORES
- G11C7/00—Arrangements for writing information into, or reading information out from, a digital store
- G11C7/16—Storage of analogue signals in digital stores using an arrangement comprising analogue/digital [A/D] converters, digital memories and digital/analogue [D/A] converters
Abstract
The present invention provides a kind of exchange method of application program, intelligent terminal and computer readable storage mediums.The exchange method of application program, includes the following steps：S100：Analysis runs the display interface of the intelligent terminal of the application program；S200：Identify the contents of program in the display interface；S300：Based on described program content content construction model；S400：When the operation application program recognizes the specified display content met in the display interface of the content model, recording of the backstage activation to the display interface；S500：Store the recorded file formed to the recording of the display interface.After adopting the above technical scheme, according to the sample of data training gained, when running application program, intelligent terminal wishes the display content preserved by whether intelligently identification amusement class application program user occurs, and according to recognition result, record screen pattern is automatically turned on, is preserved these " bloom moment ".
Description
Technical field
The present invention relates to a kind of field of intelligent control more particularly to exchange method of application program, intelligent terminal and calculating
Machine readable storage medium storing program for executing.
Background technology
With the amusement class application program of the universal of intelligent terminal and installation on intelligent devices, that such as plays is burning hot,
The entertainment life of people also obtained it is greatly abundant, more and more game contents to the configuration requirement of intelligent terminal increasingly
Height, meanwhile, user is also higher and higher to the focus of game in game process.For example, user is experiencing some sports class trips
When play, it is desirable to which the interaction with intelligent terminal can be more intelligent, can be matched with currently running game application.For example, working as
User run a game class or entertain class in application, carry out kill, refresh high score, by kill, successfully complete the " high of task
Light time carves " when, the changing display contents such as light will be shown usually in application program, or play the variations such as different sound and show
Show the mode of audio to protrude this in a flash.But the moment is after receiving, it is desirable to aftertaste again, but due to written in water and
It can not recover.
To solve the above problems, many users when itself operating amusement class application program, open the whole function of recording,
And editing is carried out to the video file after recording, in the hope of obtaining the performance at above-mentioned " bloom moment ".In this regard, after spending largely
Time phase and later stage energy, and the frequency that all kinds of " bloom moment " occurs is less, needs user to operating all whole recording every time,
Operation is extremely cumbersome.
Therefore, it is necessary to a kind of display content being directed to application program, especially game class application program, real-time judge goes out
After " bloom moment " generates, automatically the front and back moment at " bloom moment " or even generation " bloom moment " is all recorded, nothing
The operation of user is needed, and can preserve and beautify according to user demand, saves a large amount of time and manpower.
Invention content
In order to overcome above-mentioned technological deficiency, the purpose of the present invention is to provide a kind of exchange method of application program, intelligence
Terminal and computer readable storage medium are answered according to the sample of data training gained in operation in application program side without variation
When with program, intelligent terminal wishes the display content preserved by whether intelligently identification amusement class application program user occurs, and
According to recognition result, record screen pattern is automatically turned on, is preserved these " bloom moment ".
The invention discloses a kind of exchange methods of application program, include the following steps：
S100：Analysis runs the display interface of the intelligent terminal of the application program；
S200：Identify the contents of program in the display interface；
S300：Based on described program content content construction model；
S400：When run the application program recognize meet it is specified aobvious in the display interface of the content model
When showing content, recording of the backstage activation to the display interface；
S500：Store the recorded file formed to the recording of the display interface.
Preferably, identify that the step S200 of the contents of program in the display interface includes：
S210：Create an initial model framework；
S220：Based on initial model framework described in neural metwork training；
S230：Cure the initial model framework, is formed and deduce model.
Preferably, cure the initial model framework, after forming the step S230 for deducing model, further include：
S240：It transplants in the deduction model to the intelligent terminal；
S250：For the beta pruning model in the deduction model, adaptation forms input node and output node；
S260：To the deduction mode input contents of program, is formed and deduce conclusion；
S270：Based on the deduction conclusion, specify whether display content is shown in the display interface described in judge
On foundation.
Preferably, the exchange method further includes：
S600：Judge to show whether the application program of the specified display content is in idle condition；
S700：When the application program is in idle condition, the recorded file is played in the display interface.
Preferably, meet specifying in the display interface of the content model when the operation application program recognizes
When showing content, backstage activation includes to the step S400 of the recording of the display interface：
S410：Receive the contents of program of presently described display interface；
S420：By described program content compared with the content model；
S430：When described program content and the matching degree of the content model are greater than or equal to a preset matching value,
Recording of the backstage activation to the display interface in one default recording time.
Preferably, the step S420 by described program content compared with the content model includes：
S421：Compare whether described program content shows specified display content in the content model；
S421'：Compare described program content whether show it is preposition in the specified display content in the content model
Display content on the offensive.
Preferably, in the step S430, the default recording time is by the specified display content in the content model
Duration provide.
Preferably, increase by a buffering duration before the start time of the specified display content and/or after end of time, with
The default recording time is provided.
The invention also discloses a kind of intelligent terminal, the intelligent terminal includes memory, processor and is stored in storage
On device and the computer program that can run on a processor, the processor are realized as described above when executing the computer program
Exchange method.
The present invention discloses a kind of computer readable storage medium again, is stored thereon with computer program, the computer
Exchange method as described above is realized when program is executed by processor.
After using above-mentioned technical proposal, compared with prior art, have the advantages that：
1. with above-mentioned with postponing, the ROM producers of the operating system of the intelligent terminal for having customized operation application program
For, it need not additionally go to ask the manufacturing factory of the application program to customize software back door, be used for the configuration in operating system
It is implanted in application program by software back door, reduces the software cost of coupled outside.Meanwhile for the making of application program
For producer, it need not also go additionally to increase software maintenance cost for the different operating system in different intelligent terminal.
2. in application program, especially scene of game different in game class application program, ROM producers can pass through
The more powerful network of permanent training covers multiple samples, achievees the purpose that a model is compatible with multiple game.
3. having provided a user more rich game experiencing, it is special with ROM (hardware) greatly to enhance game (software) characteristic
The associativity of property；
4. user is not necessarily to start the whole function of recording before starting amusement class application program, the manpower for saving user disappears
Consumption and time loss；
5. preserve and share more conveniently, the experience of user is improved.
Description of the drawings
Fig. 1 is the exchange method flow diagram for meeting application program in one embodiment of the present invention；
Fig. 2 is the flow signal for meeting step S200 in the exchange method of application program in one embodiment of the present invention
Figure；
Fig. 3 is the flow signal for meeting step S200 in the exchange method of application program in another preferred embodiment of the present invention
Figure；
Fig. 4 is the exchange method flow diagram for meeting application program in another preferred embodiment of the present invention；
Fig. 5 is the flow signal for meeting step S400 in the exchange method of application program in one embodiment of the present invention
Figure.
Specific implementation mode
The advantages of the present invention is further explained below in conjunction with attached drawing and specific embodiment.
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to
When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment
Described in embodiment do not represent all implementations consistent with this disclosure.On the contrary, they be only with it is such as appended
The example of the consistent device and method of some aspects be described in detail in claims, the disclosure.
It is the purpose only merely for description specific embodiment in the term that the disclosure uses, is not intended to be limiting the disclosure.
The "an" of singulative used in disclosure and the accompanying claims book, " described " and "the" are also intended to including majority
Form, unless context clearly shows that other meanings.It is also understood that term "and/or" used herein refers to and wraps
Containing one or more associated list items purposes, any or all may be combined.
It will be appreciated that though various information, but this may be described using term first, second, third, etc. in the disclosure
A little information should not necessarily be limited by these terms.These terms are only used for same type of information being distinguished from each other out.For example, not departing from
In the case of disclosure range, the first information can also be referred to as the second information, and similarly, the second information can also be referred to as
One information.Depending on context, word as used in this " if " can be construed to " ... when " or " when ...
When " or " in response to determination "
In the description of the present invention, it is to be understood that, term " longitudinal direction ", " transverse direction ", "upper", "lower", "front", "rear",
The orientation or positional relationship of the instructions such as "left", "right", "vertical", "horizontal", "top", "bottom" "inner", "outside" is based on attached drawing institute
The orientation or positional relationship shown, is merely for convenience of description of the present invention and simplification of the description, and does not indicate or imply the indicated dress
It sets or element must have a particular orientation, with specific azimuth configuration and operation, therefore should not be understood as the limit to the present invention
System.
In the description of the present invention, unless otherwise specified and limited, it should be noted that term " installation ", " connected ",
" connection " shall be understood in a broad sense, for example, it may be mechanical connection or electrical connection, can also be the connection inside two elements, it can
, can also indirectly connected through an intermediary, for the ordinary skill in the art to be to be connected directly, it can basis
Concrete condition understands the concrete meaning of above-mentioned term.
In subsequent description, using for indicating that the suffix of such as " module ", " component " or " unit " of element is only
Be conducive to the explanation of the present invention, itself there is no specific meanings.Therefore, " module " can mixedly make with " component "
With.
It is corresponding without threshold adaptation and push in application program (software) on intelligent terminal side (hardware) to realize
Content, refering to fig. 1, the exchange method of application program, includes the following steps in the present invention：
-S100：Analysis runs the display interface of the intelligent terminal of the application program
Firstly, it is necessary to analyze the currently running application program of intelligent terminal, to understand the currently used intelligence of user
The purpose of terminal.For example, user may front stage operation has the application program of social class to chat, possible front stage operation has amusement
The application program of class carries out streaming media playing, possible split screen uses intelligent terminal, and a such as screen shows social class application program, a screen
Show game class application program etc..Which kind of either above-mentioned situation, as long as user operates intelligent terminal, being at slightly makes
With or severe use in the state of, will obtain the currently running application program of intelligent terminal.The mode of acquisition can be to intelligence
The application list of energy terminal sends request, to obtain the application program of operation, or the backstage etc. of calling intelligent terminal.
After obtaining the program of intelligent terminal current foreground or running background, namely understand user to intelligent terminal " just
Do things " after, further, the display interface of run application program, i.e. use state of the user to intelligent terminal will be analyzed
Under, just utilize intelligent terminal " what does ".For example, when user is using the social class application program installed in intelligent terminal, root
According to the regularity (the features such as such as left and right dialog box) of the usual construction of chat interface, interactive interface, it can determine whether that user should in use
Application program is chatted, then for example when user is using the amusement class application program playing stream media installed in intelligent terminal,
It will be according to the particular content for judging played Streaming Media such as network address, content of title, display stream medium etc..Again or work as user
It, can be according to the game class application name of user's startup when being played using the game class application program installed in intelligent terminal
Title, characteristics of pictures, technical ability release rule etc., which kind of game class application program judge that user run is.
-S200：Identify the contents of program in the display interface
After contents of program in the display interface for having analyzed intelligent terminal, the contents of program in display interface will be identified.
Such as when user uses the social class application program to being installed in intelligent terminal, by identification user in the social activity class application program
Operation, whether the chat content in chat interface special, is different from usually general chat content, such as " congratulations ", " congratulation "
Deng blessing class language, such as " oiling ", " effort " equal excitation class language.Knowledge can be identified otherwise by OCR or picture and text point
It analyses to identify the appearance of said circumstances.For another example it when user is using the amusement class application program installed in intelligent terminal, will identify
The particular content in Streaming Media that user watches at present, such as whether have in video triumph scene, it is exciting at the time of.Again
Such as when user is using the game class application program installed in intelligent terminal, whether the application program that identification user is operated at present
Appearance such as raising brightness suddenly, picture slows down, picture is cut to feature, picture frame number improves possible indication " bloom moment " suddenly
The feature picture of generation.Know otherwise can by image recognition, or determine user viewing Streaming Media title
Afterwards, above-mentioned scene will occur according to other users preconfigured certain moment in Streaming Media, and carry out intelligent recognition.And or
It is that will identify the game class application journey that runs at present of user when user is using the game class application program installed in intelligent terminal
Whether the scene that discharges the scene of technical ability, game in whether have triumph is had in particular content in sequence, such as game.The side of identification
When formula can be by there is above-mentioned scene in image recognition or acquisition display interface, particularly special color, shape, sound
The features such as sound.It is other contents of program that characteristic results identified above, which will be used as,.
It is understood that the contents of program identified is needed to be not limited to appear in display interface under current time
Contents of program also is included in the contents of program once occurred in the start-up course of application program, start-up course and is showing
(such as high in the clouds obtains the contents of program that the contents of program that occurred on picture, application program are likely to occur in the following operational process
Other intelligent terminals are when running application program, program that is occurring but not occurring when this user runs application program also
Content) etc..
-S300：Based on contents of program content construction model
It, will to improve recognizer content in view of the complexity and duration of the contents of program shown by application program
Building a content model according to contents of program, also will be to content model more when data sample increases as trained basis
Newly.
-S400：Meet specifying in the display interface of the content model when running the application program and recognizing
When showing content, recording of the backstage activation to the display interface.
Abundant with content model, when user runs application program again on intelligent terminal, intelligent terminal is by root
Occurs the contents of program being reported in content model again according to the basis of content model, and recognizing application program, even
When specified display content in display interface, in the ccf layer of the operating system for the intelligent terminal for being equipped with application program, obtain
The permission for recording the display interface of intelligent terminal, the recording to backstage activation to display interface.For example, when user uses amusement
Class application program playing stream media, when occurring triumph or breathtaking scene in broadcast interface, also or when user uses
Game class application program plays game, occurs kill enemy, release technical ability in interface, occurs hitting cruelly, team's triumph, complete
When the scenes such as task, realization complex operations, recording of the intelligent terminal backstage startup to display interface, i.e. backstage startup record will be controlled
Shield function, by these it is rare occur, time of occurrence is shorter or can not suspend at the time of record, facilitate user in game, field
After scape, viewing is re-called, the feedback experiences of interactivity are had more to user.
With above-mentioned with postponing, when especially for game application, by identifying user in game application
In various scenes, including the hero that uses, current various states, achievement in game etc., and to above- mentioned information
Analysis, can know the use habit and hobby of user, customize record screen demand of each user to different " bloom moment ".
-S500：Store the recorded file formed to the recording of the display interface
After backstage starts to the recording of display interface, when the specified display end of text display in display interface, then anticipate
Taste these specified display contents, i.e., " bloom moment " it is presented finish, the display content in display interface is revert to normally
Content, without continuing to record display interface.Therefore, do not have specified display content when recognizing in display interface
When, it will stop recording, and the recorded file formed in recording process is stored, have access to and check for subsequent user.
It is understood that in step S500, the mode of storage is not limited to be formed with specific record in intelligent terminal
File processed can also be to be pre-stored in the form of caching in the memory of occupied intelligent terminal of application program, when user uses
Application program finishes the operation of a certain scene, such as one innings of game over specified display content, a wheel game over,
Or a termination of campaign, when entering free time, can automatic spring or user recall manually before to specified display content
Recorded file.Since the recorded file is buffered in the application program of intelligent terminal, user can play and watch, while for
It selects whether family is stored in the form of hardware store in intelligent terminal, or is abandoned in the form of deleting and caching.
Simultaneously finally formed recorded file be also not limited to video file, can also be one or more sectional drawing, one
Or multiple cardons, one or more parts video file etc..
By above-mentioned configuration, user can be absorbed in the use of amusement class application program, without in the energy for separating a part
As manually opened or closing record screen function operation, user's plenty of time will be saved as a result,.Meanwhile intelligently judging,
User is helped voluntarily to screen " bloom moment ", and by constantly updating content model, transformation different times other users are to " bloom
The definition at moment " improves the interactivity between user and user and society to be presented to the content that other users receive and like the most
The property handed over.
In a preferred embodiment, the step S100 of the display interface of the intelligent terminal of analysis operation application program, specifically
It is completed by following steps：
Start the system service for being installed on intelligent terminal；
By taking the intelligent terminal for being equipped with Android system as an example, android service frameworks based on android system, in intelligence
Can starting up of terminal will start a system service when starting, the system service can real-time capture screen sectional drawing.
System service obtains display interface in real time, and forms at least one sectional drawing for corresponding to display interface
The system service started will obtain the current display interface of intelligent terminal by way of capturing sectional drawing, that is,
It says, by the display interface to obtaining intelligent terminal in real time, to form at least one sectional drawing for corresponding to display interface.According to obtaining
The frequency taken determines the quantity of sectional drawing.
In one preferred embodiment, the mode for obtaining display interface specifically includes：It first, will with the system service of starting up
System permission is obtained, to change the bottom of operating system and control.After getting system permission, system service dispatch system connects
Mouth API, to obtain the current cache data of operating system, i.e. framebuffer data.In the buffer of intelligent terminal, tool
There is the display content under each period of the display interface of intelligent terminal, to the sectional drawing of buffer, entire display interface can be obtained.
Postpone to reduce, it is a simultaneously operating to obtain data cached operation, that is to say, that display interface is shown when any time
Content, be buffered in buffer as it is data cached when, will obtain without delay, and form sectional drawing.
Preferably, it is to be understood that keep the system service without use is interrupted, have from the property opened with self-shield
Matter.In addition, certain concealed data for protection user are configured to nothing when intercepting shielded interface secure surface
Method completes crawl.Specifically, which operates in the ree os of the operating system of intelligent terminal, therefore can not obtain peace
Mounted in the information first of the tee os of operating system, for example, certain payment interfaces paid the bill online comprising the password of user
The interface of equal secret informations, application program itself can be configured to secure surface, therefore, just can not obtain, that is,
It says, interior will exclude user data cached and be unwilling disclosed secret information.
Referring to Fig.2, in another preferred embodiment, the step S200 of recognizer content will be based on neural network and execute,
Specifically, which includes：
-S210：Create an initial model framework
After constantly getting contents of program, it is based on mobilenet, alexnet, inception frameworks use
Tensorflow frames are created that initial model framework, to analyze the use habit of user and the interaction habits of application program.
Creating for initial model framework can carry out model framework design, or for specific according to the paper data having disclosed
Data set is appropriately modified, and such as increase/reduction sensing layer, rolls up base, adjustment forgetting rate etc., meeting user the most with formation makes
With the initial model framework of custom.
-S220：Based on neural metwork training initial model framework
The Various types of data that outside obtains is trained initial model framework according to the training philosophy of neural network,
After constantly calculating, simulating and training, the initial model framework for more meeting application program interaction habits is obtained.It is above-mentioned outer
The acquisition of portion's data includes but is not limited to：The current Run-time scenario of display interface, video data corresponding with application program, with
Corresponding sectional drawing of application program etc..In addition, according to the increased training sample of external data institute, intelligent terminal can be used in training
GPU cluster, disposed in server end, need to carry out tune ginseng according to particular model and specific set of data.
-S230：Cure initial model framework, is formed and deduce model
The initial model framework that training is completed, will subsequently carry out fixed line.Specifically, it can be used tensorflow frames to mould
Type is cured, and in the solidification process to initial model framework, for the operator that intelligent terminal is supported, can suitably be cut out
Cut (" beta pruning ") operation.So-called beta pruning is exactly to avoid some unnecessary ergodic processes by certain judgement, exactly cut off search
Certain branches in tree.Its principle having：
(1) correctness
Must assure that cannot lose correct solution, this is premise.By answering prerequisite feature, it is necessary to the item of satisfaction
Can part be cut up to investigate branch to be judged.
(2) accuracy
It as much as possible can cut off the branch that cannot be correctly solved.
(3) high efficiency
After designing beta pruning judgment method, primary judgement is carried out to each branch.Reduce beta pruning judgement to the greatest extent
Side effect.
When execution, it can be used according to the mode of feasibility beta pruning, optimality beta pruning (bound beta pruning)：
Extreme method：By carrying out desired form extension to present node, avoided to current by negating such situation
Point spread；
Adjusting method：Basic thought is by cutting repetition subtree to the comparison of subtree and being clearly not most promising subtree；
Mathematical method：Using special beta pruning knowledge, carrys out Optimized model framework by mathematical model etc., ultimately form deduction mould
Type.
In further embodiment, refering to Fig. 3, formed after deducing model, also following steps will be executed：
-S240：Transplanting is deduced in model to intelligent terminal
It is formed after deducing model, on transplanting tensorflow lite editions to intelligent terminal.
Training frames of the TensorFlow as standard.By artificial intelligence and Internet of Things field fusion faced it is main
Challenge needs for example, have prodigious company of robot to be intended to robot at present provides service as the carrier of intelligence for the mankind
Robot can listen, say, reading and writing, and the function of these behinds is exactly the identification model of deep learning.By these artificial intelligence models
Following some challenges can be faced during serviceization：
If 1. model file is too big, for example the image recognition of robot, speech recognition modeling usually all reach hundreds of million,
If these model files are especially big, when model is very more, it is difficult in terminal disposition.
2. the function of many robots needs to call cloud service, once then suspension, these services will be interrupted.
3. current all model training work of robot are completed beyond the clouds entirely, data are needed to upload, this just will produce safety
Risk.
4. training is difficult real-time synchronization to terminal to data beyond the clouds.
So will effectively it be solved by the combination of the Android model in the operating system of TensorFlow Lite and intelligent terminal
Certainly problem above, first TensorFlow Lite can greatly reduce model size, adaptive terminal；In addition, TensorFlow
Lite completely can be by the serving local dispositions of model, and raising efficiency influences caused by solving offline condition.Most
Afterwards, future with the upgrading of terminal hardware ability, can accomplish that training is completed in terminal local, in this way for intelligent terminal completely
Apply the Great Leap Forward that performance will be all played in unmanned or robot field.
-S250：For the beta pruning model deduced in model, adaptation forms input node and output node
It is properly entered and exports for beta pruning model by the correspondence code of the java/native layers in intelligent terminal
The adaptation of node, to adapt to the operating system corresponding to the rom of the arbitrary version of installation of intelligent terminal.
-S260：To mode input contents of program is deduced, is formed and deduce conclusion
According to the corresponding pictorial information of contents of program that system service obtains, is suitably pre-processed and be sent into curing model
It deduces.It is then directed to the importation in model, picture is pre-processed, such as binaryzation, with noise abatement.
-S270：Based on the deduction conclusion, specify whether display content is shown in the display interface described in judge
On foundation
After deducing conclusion, to deduce conclusion as foundation, judge present displayed content can be used whether to have specified aobvious
Show the standard of content.For example, present displayed content whether have as it is specified show the background that content characterized, technical ability special efficacy,
Text importing, skin dress etc. are obtained by being formed in the model file matching deduced in conclusion.In fact, for the ease of
Whether the specified display content of judgement is shown on display interface, when forming deduction conclusion, to the record of specified display content, just
It can be used as matched element after picking.Such as the face of the motion characteristic of the explanatory note, personage when the release of a certain technical ability, picture
Color change etc. also will be acquired mainly subsequently to the acquisition of display content based on these matched elements, by comparing object and mark
The Match of elemental composition of quasi- object accelerates the generation of matching result, and it is dynamic to start recording in the first time that " bloom moment " generates
Make.
It is further comprising the steps of for the exchange method of application program refering to Fig. 4：
S600：Judge to show whether the application program of the specified display content is in idle condition；
In the embodiment, after step S500 is formed and stores recorded file, will in due course it be transported according to the use state of user
Row.Such as, in user carries out operating process using intelligent terminal to application program, the application program is monitored in real time whether in sky
Whether not busy state is somebody's turn to do the scene at " bloom moment ", terminates to generate and be somebody's turn to do the game play at " bloom moment ", be for example whether terminating to generate
No end generates the nervous moment for being somebody's turn to do " bloom moment ", the scene that whether withdraws from acting enters Games Lobby etc..In the above-mentioned free time
Under state, it can determine whether for the operation to recorded file, not interfering with operation of the user to application program.
S700：When the application program is in idle condition, the recorded file is played in the display interface.
If the judging result to application program is when being in idle condition, selectively directly or indirectly in display interface
Recorded file is run, " the bloom moment " to be formed is operated with playback user.The mode directly run can be answered once detecting
It is in idle condition with program, just in display interface pop-up window or played in full screen recorded file；Recorded file is run indirectly
Mode can pop up a dialog box in display interface, prompt the user whether to need to run recorded file, with viewing " when bloom
The playback at quarter " will play at once after user issues confirmation instruction, and user issues refusal instruction or user is in leave state,
In a period of time, when not sending instructions down, recorded file will not be played, and remind user again after another period of time.
The mode of operation can also be not limited to the broadcasting to recorded file, can also be with the side such as floating window, wicket, split screen
Formula directly or indirectly runs recorded file, and user can manually boot the broadcasting of recorded file by clicking floating window or wicket.
By above-mentioned notification mechanisms, user can be facilitated according to the hobby of itself to call recorded file under at any time,
User can be reminded to replay viewing when user forgets recorded file.
Refering to Fig. 5, the step S400 in exchange method is specifically included：
S410：Receive the contents of program of current display interface；
S420：By contents of program compared with content model；
S430：When the matching degree of contents of program and content model is greater than or equal to a preset matching value, in a default record
Recording of the backstage activation to display interface in time processed.
For whether showing the identification of specified display content in application program, mainly pass through contents of program and content model
Matching degree determine, i.e., pair that contents of program will directly compared with the specified display content built in advance in content model, compare
As can show that the items such as personage, scenery, building, color, clothes, skin, technical ability effect that picture is shown are different from other
It shows picture, and belongs to a certain in the element that most of user is accordingly to be regarded as in the picture of significant instant, such as some application program
The scene etc. of hero's release technical ability.The setting of preset matching value can be set according to the demand of user with the triggering of low middle high sensitive
Mechanism, such as 40%, 60%, 80% or user configuration be fixed value, such as 75%-95% is not.
In above-mentioned comparison program content and content model, entire interaction mechanism can be triggered according to different intelligent terminal-pair
Retardance determines different comparison time domains.For example, step S420 includes：
S421：Whether comparison program content shows the specified display content in content model；
, operation processing speed faster intelligent terminal preferable for configuration, can be directly by contents of program and " bloom moment "
Lower this specifies in a flash or possessed by the scene in the of short duration time display content to be compared, comparison precision higher, but right
The processing speed of intelligent terminal is more demanding.
S421'：Whether comparison program content shows the preposition display content on the offensive in specified display content in content model
For intelligent terminal poor, that operation processing speed is not fast enough is configured, contents of program and " bloom moment " can be produced
The display content on the offensive of specified display content in this raw flashy certain section of lead time is compared.For example, a certain height
Light time carves 2 seconds when personage's release special expertise for user's control application program, is discharged again to recognize the special expertise,
Comparison for contents of program is not compared with the content model in this 2 seconds, but compares 2 seconds previous time domains, such as before 1 second,
The personage habitually acts this display content on the offensive before 0.5 second, as comparison other.It, can by way of preposition comparison
Delay on hardware is compensated in advance, then the startup to " bloom moment " observed when users use is recorded, and there is no stagnant
Afterwards, the accuracy recorded and start time point is further increased.
In further preferred embodiments, starts the recording duration after recording and determined by the duration of specified display content, such as certain
The total duration at one " bloom moment " is 3 seconds, then it is also 3 seconds that the duration of display content is specified possessed by content model, to save
The backstage of intelligent terminal loads, and records duration and also can control early 3 seconds.Most preferably, in order to more preferably social effect is presented and regards
Feel that perception effect, default recording time will be longer than the specified time for showing content and having.Specifically, rising in specified display content
Point moment and/or end of time increase by a buffering duration forward or backward, still with above-mentioned specified display content when be within a length of 3 seconds
Example, it can be 4 seconds or 5 seconds etc. to record duration, and one is selected at its beginning and end or is respectively increased by 1 second, i.e., in specified display
Appearance, which is contained in, to be recorded in duration, and the perception comparison gently with climax on the one hand can be played to recorded file, on the other hand can be protected
Top set is shown that content will not omit in being integrally incorporated in by card.
It with the exchange method in any of the above-described embodiment, can be applied in an intelligent terminal, intelligent terminal includes storage
Device, processor and storage on a memory and the computer program that can run on a processor, processor execution computer journey
When sequence, computer program realizes above-mentioned exchange method according to preconfigured original language.And it is understood that computer
Program can be integrated in intelligent terminal installation operating system ccf layer, that is, be not necessarily to install third party software can realize it is above-mentioned
Exchange method.
In the above-described embodiments, even if the intelligent terminal difference that user uses, since exchange method is with the bottom of operating system
Based on layer, it is implanted into layer on earth again after the processing of high in the clouds, the intelligent terminal side or application program side of either user do not need
Additional back door or port are configured, really realizes zero gate sill adaptation.
Above-mentioned exchange method may alternatively be integrated in a computer readable storage medium, be stored thereon with computer program, meter
Calculation machine program realizes exchange method as described above when being executed by processor.
In above-mentioned difference embodiment, intelligent terminal can be implemented in a variety of manners.For example, terminal described in the present invention
May include such as mobile phone, smart phone, laptop, PDA (personal digital assistant), PAD (tablet computer), PMP
The intelligent terminal of (portable media player), navigation device etc. and such as number TV, desktop computer etc. are consolidated
Determine terminal.Hereinafter it is assumed that terminal is intelligent terminal.However, it will be understood by those skilled in the art that in addition to being used in particular for moving
Except the element of purpose, construction according to the embodiment of the present invention can also apply to the terminal of fixed type.
It should be noted that the embodiment of the present invention has preferable implementation, and not the present invention is made any type of
Limitation, any one skilled in the art change or are modified to possibly also with the technology contents of the disclosure above equivalent effective
Embodiment, as long as without departing from the content of technical solution of the present invention, according to the technical essence of the invention to made by above example
Any modification or equivalent variations and modification, in the range of still falling within technical solution of the present invention.
Claims (10)
1. a kind of exchange method of application program, which is characterized in that include the following steps：
S100：Analysis runs the display interface of the intelligent terminal of the application program；
S200：Identify the contents of program in the display interface；
S300：Based on described program content content construction model；
S400：It is recognized in the specified display met in the display interface of the content model when running the application program
Rong Shi, recording of the backstage activation to the display interface；
S500：Store the recorded file formed to the recording of the display interface.
2. exchange method as described in claim 1, which is characterized in that
Identify that the step S200 of the contents of program in the display interface includes：
S210：Create an initial model framework；
S220：Based on initial model framework described in neural metwork training；
S230：Cure the initial model framework, is formed and deduce model.
3. exchange method as claimed in claim 2, which is characterized in that
Cure the initial model framework, after forming the step S230 for deducing model, further includes：
S240：It transplants in the deduction model to the intelligent terminal；
S250：For the beta pruning model in the deduction model, adaptation forms input node and output node；
S260：To the deduction mode input contents of program, is formed and deduce conclusion；
S270：Based on the deduction conclusion, specify whether display content is shown on the display interface described in judge
Foundation.
4. exchange method as described in claim 1, which is characterized in that
The exchange method further includes：
S600：Judge to show whether the application program of the specified display content is in idle condition；
S700：When the application program is in idle condition, the recorded file is played in the display interface.
5. exchange method as described in claim 1, which is characterized in that
When the operation application program recognizes the specified display content met in the display interface of the content model,
It activates on backstage：
S410：Receive the contents of program of presently described display interface；
S420：By described program content compared with the content model；
S430：It is pre- one when described program content and the matching degree of the content model are greater than or equal to a preset matching value
If recording of the backstage activation to the display interface in recording time.
6. exchange method as claimed in claim 5, which is characterized in that
Include by step S420 of the described program content compared with the content model：
S421：Compare whether described program content shows specified display content in the content model；
S421'：Compare described program content whether show in the content model it is preposition in it is described it is specified display content it is on the offensive
Show content.
7. exchange method as claimed in claim 5, which is characterized in that
In the step S430, the default recording time is provided by the duration of the specified display content in the content model.
8. exchange method as claimed in claim 7, which is characterized in that
Increase by a buffering duration before the start time of the specified display content and/or after end of time, it is described pre- to provide
If recording time.
9. a kind of intelligent terminal, the intelligent terminal include memory, processor and storage on a memory and can be in processor
The computer program of upper operation, which is characterized in that the processor realizes such as claim 1-8 when executing the computer program
Any one of them exchange method.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program
Such as claim 1-8 any one of them exchange methods are realized when being executed by processor.
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