CN108595046A - model calibration method and device - Google Patents
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- CN108595046A CN108595046A CN201810361112.8A CN201810361112A CN108595046A CN 108595046 A CN108595046 A CN 108595046A CN 201810361112 A CN201810361112 A CN 201810361112A CN 108595046 A CN108595046 A CN 108595046A
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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
- G06F3/03—Arrangements for converting the position or the displacement of a member into a coded form
- G06F3/041—Digitisers, e.g. for touch screens or touch pads, characterised by the transducing means
- G06F3/0416—Control or interface arrangements specially adapted for digitisers
- G06F3/0418—Control or interface arrangements specially adapted for digitisers for error correction or compensation, e.g. based on parallax, calibration or alignment
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Abstract
The disclosure is directed to model calibration method and devices.This method includes：Obtain the first inductive signal when specified calibrating position executes calibration touch control operation to touch panel；According to specified calibrating position and the first inductive signal, calibration preset touch operates identification model, obtains target touch control operation identification model.Pass through the technical solution, it can be according to specified calibrating position and the first inductive signal, automatic calibration preset touch operates identification model, to obtain accurate target touch control operation identification model, so that each calibrated with voluntarily can operating identification model to preset touch per family.
Description
Technical field
This disclosure relates to field of terminal technology more particularly to model calibration method and device.
Background technology
Currently, in order to facilitate user, it is fitted with touch screen in many equipment, is completed with facilitating user to pass through touch screen
Relevant operation, and for the ease of the especially suspension touch control operation of the touch control operation for touch screen is identified, the relevant technologies
In the terminal of touch screen is installed in manufacture, be both provided with preset touch operation identification model, but since each user carries out
The custom of suspension touch control operation is different, and the operation that such as each user gradually pins touch screen from the overhead of touch screen is different, such as：
Some users press vertically downward when from touch screen overhead to touch screen by going, and some users be then at a slant by
Go down, thus, it may be less accurate according to the suspension touch control operation that the preset touch of manufacturer operation identification model identifies, and
Since preset touch operation identification model is pre-set, fixed, can not be adapted with each user.
Invention content
The embodiment of the present disclosure provides model calibration method and device.The technical solution is as follows：
According to the first aspect of the embodiments of the present disclosure, a kind of model calibration method is provided, including：
Obtain the first inductive signal when specified calibrating position executes calibration touch control operation to the touch panel；
According to the specified calibrating position and first inductive signal, calibration preset touch operates identification model, obtains
Target touch control operation identification model.
In one embodiment, described obtain executes the calibration touch-control behaviour in specified calibrating position to the touch panel
The first inductive signal when making, including：
Obtain the first induction letter when executing the same calibration touch control operation at multiple and different specified calibrating positions
Number；The specified calibrating position includes the arbitrary default position in the touching induction region and suspension induction region of the touch panel
It sets.
In one embodiment, when the calibration touch control operation include gradually be moved to from the touching induction region it is described
When the operation of suspension induction region, the specified calibrating position include the first default starting point in the touching induction region and/
Or the first default terminal in the suspension induction region；
When the calibration touch control operation includes gradually being moved to the touching induction region from the suspension induction region
When operation, the specified calibrating position includes the second default starting point and/or the touch sensible in the suspension induction region
The second default terminal in region.
In one embodiment, the method further includes：
Before obtaining first inductive signal, calibration prompt message is sent out；Wherein, the calibration prompt message is used for
Indicate that user executes the calibration touch control operation in the specified calibrating position to the touch panel；
After obtaining first inductive signal, if meeting predeterminated position condition, the calibration prompt is re-emitted
Information, to prompt user to re-execute the calibration touch control operation, wherein the predeterminated position condition includes：
The alternate position spike of projected position and described first default starting point of the first default terminal on the touch panel
More than predeterminated position threshold value；Or
The alternate position spike of projected position and described second default starting point of the second default terminal on the touch panel
More than the predeterminated position threshold value.
In one embodiment, described according to the specified calibrating position and first inductive signal, calibrate default touch
Control operation identification model, obtains target touch control operation identification model, including：
The pre- of identification model is operated to the preset touch according to the specified calibrating position and first inductive signal
If grader is trained again, to obtain the object classifiers of the target touch control operation identification model.
In one embodiment, the method further includes：
After obtaining the target touch control operation identification model, obtain to the touch panel performance objective touch control operation
When the second inductive signal；
The target touch control operation is carried out according to second inductive signal and the target touch control operation identification model
Identification.
According to the second aspect of the embodiment of the present disclosure, a kind of model calibration device is provided, including：
Acquisition module, for obtaining first when specified calibrating position executes calibration touch control operation to the touch panel
Inductive signal；
Calibration module, for according to the specified calibrating position and first inductive signal, calibration preset touch operation
Identification model obtains target touch control operation identification model.
In one embodiment, the acquisition module includes：
Acquisition submodule executes the same calibration touch control operation for obtaining at multiple and different specified calibrating positions
When the first inductive signal；The specified calibrating position includes the touching induction region and suspension induction region of the touch panel
Interior arbitrary predeterminated position；
When the calibration touch control operation includes gradually being moved to the suspension induction region from the touching induction region
When operation, the specified calibrating position includes the first default starting point and/or suspension induction in the touching induction region
The first default terminal in region；
When the calibration touch control operation includes gradually being moved to the touching induction region from the suspension induction region
When operation, the specified calibrating position includes the second default starting point and/or the touch sensible in the suspension induction region
The second default terminal in region.
In one embodiment, described device further includes：
First reminding module, for before obtaining first inductive signal, sending out calibration prompt message；Wherein, institute
It states calibration prompt message and is used to indicate user in the specified calibrating position to the touch panel execution calibration touch-control behaviour
Make；
Second reminding module is used for after obtaining first inductive signal, if meeting predeterminated position condition, again
The calibration prompt message is sent out, to prompt user to re-execute the calibration touch control operation, wherein the predeterminated position condition
Including：
The alternate position spike of projected position and described first default starting point of the first default terminal on the touch panel
More than predeterminated position threshold value；Or
The alternate position spike of projected position and described second default starting point of the second default terminal on the touch panel
More than the predeterminated position threshold value.
In one embodiment, the calibration module includes：
Training submodule, for being grasped to the preset touch according to the specified calibrating position and first inductive signal
The default grader for making identification model is trained again, to obtain the target classification of the target touch control operation identification model
Device.
According to the third aspect of the embodiment of the present disclosure, a kind of model calibration device is provided, including：
Processor；
Memory for storing processor-executable instruction；
Wherein, the processor is configured as：
Obtain the first inductive signal when specified calibrating position executes calibration touch control operation to the touch panel；
According to the specified calibrating position and first inductive signal, calibration preset touch operates identification model, obtains
Target touch control operation identification model.
According to the fourth aspect of the embodiment of the present disclosure, a kind of non-transitorycomputer readable storage medium is provided, thereon
It is stored with computer instruction, which is characterized in that method shown in first aspect embodiment is realized when described instruction is executed by processor
The step of.
The technical scheme provided by this disclosed embodiment can include the following benefits：
The technical scheme provided by this disclosed embodiment executes calibration in specified calibrating position by obtaining to touch panel
The first inductive signal when touch control operation, can be automatic to calibrate preset touch behaviour according to specified calibrating position and the first inductive signal
Make identification model, to obtain accurate target touch control operation identification model, so that each use can voluntarily touch to default per family
Control operation identification model is calibrated.
It should be understood that above general description and following detailed description is only exemplary and explanatory, not
The disclosure can be limited.
Description of the drawings
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and together with specification for explaining the principles of this disclosure.
Fig. 1 is a kind of flow chart of model calibration method shown according to an exemplary embodiment.
Fig. 2 is the flow chart of another model calibration method shown according to an exemplary embodiment.
Fig. 3 is a kind of block diagram of model calibration device shown according to an exemplary embodiment.
Fig. 4 is the block diagram of another model calibration device shown according to an exemplary embodiment.
Fig. 5 is according to the block diagram suitable for model calibration device shown in an exemplary embodiment.
Specific implementation mode
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.
In order to solve the above-mentioned technical problem, the embodiment of the present disclosure provides a kind of model calibration method, and this method can be used for
In model calibration program, system or device, and the corresponding executive agent of this method can be the mobile phone with touch panel, put down
The terminals such as plate, computer or server.As shown in Figure 1, the method comprising the steps of S101 to step S102：
In step S101, the first induction when specified calibrating position executes calibration touch control operation to touch panel is obtained
Signal；
Specified calibrating position may include multiple.And the touch control object of touch control operation can be finger, pen, egg, flashlight
Or wait electric conductors.
Touch panel in the application can be the touch panel for having display function, such as touch display screen；Can also be
Touch panel without display function.
Specifically, touch panel can be the capacitance type touch-control panel based on capacitive sensing touch control operation in the application；Phase
It answers, inductive signal can be capacitance signal.
In addition, in order to enable the target touch control operation identification model calibrated out is more accurate, user can be prompted according to it
Operating habit usually carries out above-mentioned calibration touch control operation, such as：When calibration touch control operation is certain designated position from touch screen
When the operation gradually lifted, user is prompted gradually to lift or be usually accustomed to according to it according to the operation of lifting that it is usually accustomed to
Push executes inverse operation and lifts operation；
If the push of party A-subscriber usually is vertically to be pressed relative to touch panel, then when executing calibration touch control operation,
User certain designated position from touch panel can be prompted to vertically pick up or hang down from the overhead (such as surface) of the designated position
Directly press；
For another example：If the push that party A-subscriber is usually accustomed to is along the inclination side that the angle with touch panel is (α ≠ 90 °) α
To pressing, then when executing calibration touch control operation, it can prompt the overhead of user certain designated position from touch panel (on just
Side) substantially pressed along α angle tilts, in this way, the target touch control operation identification model calibrated out is just more conform with user's oneself
Operating habit, recognition effect are naturally also more accurate.
In step s 102, according to specified calibrating position and the first inductive signal, calibration preset touch operates identification model,
Obtain target touch control operation identification model.
It, can root by obtaining the first inductive signal when specified calibrating position executes calibration touch control operation to touch panel
According to specified calibrating position and the first inductive signal, automatic preset touch of calibrating operates identification model, to obtain target touch control operation
Identification model, so that each calibrated with voluntarily can operating identification model to preset touch per family, and due to each use
The custom that family executes calibration touch control operation is different, thus the target touch control operation identification model obtained after calibrating can also divide
It is not adapted with each user, in this way, can not only operate identification model to preset touch carries out self calibration, but also is obtained after calibrating
The target touch control operation identification model obtained can also vary with each individual, and meet the individual demand of user, and the touch-control for meeting user is practised
Used, when subsequently identifying touch control operation of the user to touch panel again, the touch control operation identified naturally is more accurate.
When preset touch operation identification model can be according to repeatedly touch control operation be carried out to touch panel, each touch-control behaviour
Work is established relative to the position of touch panel, the inductive signal of the inductance capacitance detected and each touch control operation.
In one embodiment, step S101 is obtained when specified calibrating position executes calibration touch control operation to touch panel
The first inductive signal, including：
Obtain the first inductive signal when executing same calibration touch control operation at multiple and different specified calibrating positions；Refer to
Determine the arbitrary predeterminated position in the touching induction region and suspension induction region that calibrating position includes touch panel.
In the present embodiment, it can be identified by executing one or more calibration touch control operations to complete to operate preset touch
The calibration of model.The number of specified calibrating position can be 4 or 8 etc.；Optionally, each specified calibrating position is evenly dispersed
In the touching induction region and suspension induction region of touch panel, alternatively, by touching induction region/suspension induction region
The positions such as the heart, edge are as specified calibrating position.
In practical application, even same user, the specific action when different location executes same touch control operation also may be used
It can have differences；In view of this, the present embodiment executes the same calibration by obtaining at multiple and different specified calibrating positions
The first inductive signal when touch control operation also just obtains multiple sample datas of same calibrating touch detection operation, can be to default
Touch control operation identification model is repeatedly calibrated, and is eliminated and is only executed the accidentalia that preset touch operation is brought a position
Influence, so as to obtain more accurate target touch control operation identification model, can to the touch control operation of different user individual character into
Row accurately identifies.
Further, for same specified calibrating position, it can also obtain respectively and specify and repeatedly held at calibrating position at this
First inductive signal of the same preset touch operation of row is (for example, the first induction when obtaining 4 execution P1 of priority at S1 respectively
Signal, namely final get execute 4 group of first inductive signal caused by P1 at S1), referred at one with further eliminating
Determine the influence that calibrating position executes the accidentalia that a preset touch operation is brought, improves the calibration accuracy to model again.
In one embodiment, when calibration touch control operation includes gradually being moved to suspension induction region from touching induction region
Operation when, specified calibrating position includes in the first default starting point and/or suspension induction region in touching induction region
One default terminal；
The surface region of touching induction region, that is, touch panel.
When suspension induction region is that the overhead as user on touch panel is carried out for touch panel every empty touch control operation,
Touch panel remains able to sense the region of user's operation, the suspension reaction region can be apart from 1 centimetre of touch panel it
Interior region.
Such as：A certain predeterminated position A is as starting point and with suspension induction zone in specified calibrating position is using touching induction region
When B points in domain are terminal, calibration touch control operation is since the A points, and (such as 0.5s) is slowly raised up to outstanding within a certain period of time
Another predeterminated position B points in floating induction region are the operation of terminal, and certainly, the operation slowly lifted is different because of personal habits,
Such as：When user, which gets used to finger vertical, to be lifted up, the operation slowly lifted be since the A starting points, finger vertical to
On lift, that is, finger is constant (always be equal to the predeterminated position) relative to the projection coordinate of touch panel during lifting, directly
To arrival B points；And when user get used to finger tilt be lifted up or finger tilt downwards by going when, the operation slowly lifted
For since the A points are starting point, identical inclined at inclination angles is lifted up with what is be usually accustomed on finger probably edge, that is, is lifted
During finger relative to touch panel projection coordinate can gradual change can't be equal to the predeterminated position always, until arrival B
Point.
When it includes gradually being moved to the operation of touching induction region from suspension induction region to calibrate touch control operation, school is specified
Level is set including the second default starting point in suspension induction region and/or the second default terminal in touching induction region.
Such as：A certain predeterminated position C points are as starting point and with touch sensible in specified calibrating position is using the induction region that suspends
When another predeterminated position D points in region are terminal, calibration touch control operation can be started with the C points, gradually press down on to
The operation of predeterminated position D points in touch panel is gradually pressed down on using predeterminated position C as starting point to touch panel certainly
D points operation it is also different because of personal habits, with it is above-mentioned with A points in touching induction region be touch starting point be gradually raised up to suspension
The operation of B points in induction region is similar, and details are not described herein again.
In one embodiment, above-mentioned model calibration method further includes：
Before step S101 obtains the first inductive signal, calibration prompt message is sent out；Wherein, calibration prompt message is used for
Indicate that user executes calibration touch control operation in specified calibrating position to touch panel；
Before obtaining the first inductive signal, calibration prompt message can be sent out, to prompt user to be opened in specified calibrating position
Beginning executes the calibration touch control operation to touch panel, correctly to obtain required first inductive signal, completes to preset touch
Operation identification model is calibrated automatically.
It certainly,, can be by specified school in order to make user's definitely specific calibrating position when sending out calibration prompt message
Level, which is set, to be highlighted and/or voice prompt, and it can change the color for specifying calibrating position to highlight, specified
Calibrating position display reminding word expands the display size for specifying calibrating position.
In addition, no matter prompting to specify calibrating position that can put forward default starting point and preset termination using which kind of mode
Show.
Optionally, after obtaining the first inductive signal, if meeting predeterminated position condition, calibration prompt letter is re-emitted
Breath, to prompt user to re-execute calibration touch control operation, wherein predeterminated position condition includes：
The alternate position spike of projected position and first default starting point of the first default terminal on touch panel is more than predeterminated position
Threshold value；Or
The alternate position spike of projected position and second default starting point of the second default terminal on touch panel is more than predeterminated position
Threshold value.
When meeting above-mentioned predeterminated position condition, by sending out calibration prompt message, prompts user to re-execute calibration and touch
Control operation, it can be ensured that carrying out the starting point and ending point of user during calibration touch control operation, difference is not on touch panel
Greatly, excessive and influence the target calibrated out and touch to avoid the beginning and end difference for carrying out the operation during calibration touch control operation
The accuracy of control operation identification model.
As shown in Fig. 2, in one embodiment, above-mentioned step S102 shown in FIG. 1, i.e., according to specifying calibrating position and the
One inductive signal, calibration preset touch operate identification model, obtain target touch control operation identification model, may include step A1：
In step A1, preset touch operation identification model is preset according to specified calibrating position and the first inductive signal
Grader is trained again, to obtain the object classifiers of target touch control operation identification model.
When obtaining target touch control operation identification model, since preset touch operation identification model is according to repeatedly to touching
When panel carries out touch control operation, each touch control operation is relative to the position of touch screen, the induction letter of the inductance capacitance detected
Number and establish, thus, can operate the classification of identification model to preset touch according to specified calibrating position and the first inductive signal
Device is trained again, to obtain the object classifiers for being more in line with user's touch-control custom.
The default grader can be one or more graders, and default grader can be support vector machines, nerve
Network etc..
In one embodiment, above-mentioned model calibration method further includes：
After obtaining target touch control operation identification model, second when obtaining to touch panel performance objective touch control operation
Inductive signal；
Target touch control operation is identified according to the second inductive signal and target touch control operation identification model.
After obtaining target touch control operation identification model, it can be touched according to the target after the second inductive signal of acquisition and calibration
Control operation identification model to target touch control operation carry out automatic identification, i.e., using calibrate after target touch control operation identification model come
It identifies that target touch control operation is any operation on earth, is carried out relative to using the preset touch operation identification model before calibration
Identification, the present embodiment can improve recognition accuracy, adapt to the operating habit of different user.
Finally, it should be noted that：Those skilled in the art can be according to actual demand, by multiple implementations disclosed by the invention
Example is freely combined, and details are not described herein again.
As shown in figure 3, according to the second aspect of the embodiment of the present disclosure, a kind of model calibration device is provided, including：
Acquisition module 301 is configured as obtaining when specified calibrating position executes calibration touch control operation to touch panel
First inductive signal；
Calibration module 302 is configured as according to calibrating position and the first inductive signal is specified, and calibration preset touch, which operates, to be known
Other model obtains target touch control operation identification model.
In one embodiment, acquisition module 301 may include：
Acquisition submodule is configured as obtaining the same calibration touch control operation of execution at multiple and different specified calibrating positions
When the first inductive signal；The specified calibrating position includes appointing in the touching induction region and suspension induction region of touch panel
Meaning predeterminated position；
When it includes gradually being moved to the operation of suspension induction region from touching induction region to calibrate touch control operation, above-mentioned finger
It includes the first default terminal in the first default starting point and/or suspension induction region in touching induction region to determine calibrating position；
When it includes gradually being moved to the operation of touching induction region from suspension induction region to calibrate touch control operation, above-mentioned finger
It includes the second default terminal in the second default starting point and/or touching induction region in suspension induction region to determine calibrating position.
In one embodiment, above-mentioned apparatus may also include：
First reminding module is configured as before obtaining the first inductive signal, sends out calibration prompt message；Wherein, school
Quasi- prompt message is configured as instruction user and executes calibration touch control operation to touch panel in specified calibrating position；
Second reminding module is configured as after obtaining the first inductive signal, if meeting predeterminated position condition, again
Calibration prompt message is sent out, to prompt user to re-execute calibration touch control operation, wherein predeterminated position condition includes：
The alternate position spike of projected position and first default starting point of the first default terminal on touch panel is more than predeterminated position
Threshold value；Or
The alternate position spike of projected position and second default starting point of the second default terminal on touch panel is more than predeterminated position
Threshold value.
As shown in figure 4, in one embodiment, calibration module 302 may include：
Training submodule 3021 is configured as operating preset touch according to specified calibrating position and the first inductive signal and know
The default grader of other model is trained again, to obtain the object classifiers of target touch control operation identification model.
Fig. 5 is a kind of block diagram for model calibration device 500 shown according to an exemplary embodiment, which is applicable in
In terminal device.For example, device 500 can be mobile phone, and computer, digital broadcast terminal, messaging devices, game control
Platform processed, tablet device, Medical Devices, body-building equipment, a number assistant etc..
With reference to Fig. 5, device 500 may include with next or at least two components：Processing component 502, memory 504,
Power supply module 506, multimedia component 508, audio component 510, the interface 512 of input/output (I/O), sensor module 514,
And communication component 516.
The integrated operation of 502 usual control device 500 of processing component, such as with display, call, data communication, phase
Machine operates and record operates associated operation.Processing component 502 may include one or at least two processors 520 to execute
Instruction, to perform all or part of the steps of the methods described above.In addition, processing component 502 may include one or at least two
Module, convenient for the interaction between processing component 502 and other assemblies.For example, processing component 502 may include multi-media module,
To facilitate the interaction between multimedia component 508 and processing component 502.
Memory 504 is configured as storing various types of data to support the operation in equipment 500.These data are shown
Example includes instruction for any storage object or method that operate on device 500, contacts user data, telephone book data,
Message, picture, video etc..Memory 504 can by any kind of volatibility or non-volatile memory device or they
Combination is realized, such as static RAM (SRAM), electrically erasable programmable read-only memory (EEPROM), it is erasable can
Program read-only memory (EPROM), programmable read only memory (PROM), read-only memory (ROM), magnetic memory, flash memory
Reservoir, disk or CD.
Power supply module 506 provides electric power for the various assemblies of device 500.Power supply module 506 may include power management system
System, one or at least two power supplys and other generated with for device 500, management and the associated component of distribution electric power.
Multimedia component 508 is included in the screen of one output interface of offer between described device 500 and user.One
In a little embodiments, screen may include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel, screen
Curtain may be implemented as touch screen, to receive input signal from the user.Touch panel includes that one or at least two touch
Sensor is to sense the gesture on touch, slide, and touch panel.The touch sensor can not only sense touch or sliding
The boundary of action, but also detect duration and pressure associated with the touch or slide operation.In some embodiments,
Multimedia component 508 includes a front camera and/or rear camera.When equipment 500 is in operation mode, mould is such as shot
When formula or video mode, front camera and/or rear camera can receive external multi-medium data.Each preposition camera shooting
Head and rear camera can be a fixed optical lens system or have focusing and optical zoom capabilities.
Audio component 510 is configured as output and/or input audio signal.For example, audio component 510 includes a Mike
Wind (MIC), when device 500 is in operation mode, when such as call model, logging mode and speech recognition mode, microphone by with
It is set to reception external audio signal.The received audio signal can be further stored in memory 504 or via communication set
Part 516 is sent.In some embodiments, audio component 510 further includes a loud speaker, is used for exports audio signal.
I/O interfaces 512 provide interface between processing component 502 and peripheral interface module, and above-mentioned peripheral interface module can
To be keyboard, click wheel, button etc..These buttons may include but be not limited to：Home button, volume button, start button and lock
Determine button.
Sensor module 514 includes one or at least two sensors, the state for providing various aspects for device 500
Assessment.For example, sensor module 514 can detect the state that opens/closes of equipment 500, the relative positioning of component, such as institute
The display and keypad that component is device 500 are stated, sensor module 514 can be with 500 1 groups of detection device 500 or device
The position change of part, the existence or non-existence that user contacts with device 500,500 orientation of device or acceleration/deceleration and device 500
Temperature change.Sensor module 514 may include proximity sensor, be configured to examine without any physical contact
Survey presence of nearby objects.Sensor module 514 can also include that optical sensor is used for such as CMOS or ccd image sensor
It is used in imaging applications.In some embodiments, which can also include acceleration transducer, and gyroscope passes
Sensor, Magnetic Sensor, pressure sensor or temperature sensor.
Communication component 516 is configured to facilitate the communication of wired or wireless way between device 500 and other equipment.Device
500 can access the wireless network based on communication standard, such as WiFi, 2G or 3G or combination thereof.In an exemplary implementation
In example, communication component 516 receives broadcast singal or broadcast related information from external broadcasting management system via broadcast channel.
In one exemplary embodiment, the communication component 516 further includes near-field communication (NFC) module, to promote short range communication.Example
Such as, NFC module can be based on radio frequency identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra wide band (UWB) technology,
Bluetooth (BT) technology and other technologies are realized.
In the exemplary embodiment, device 500 can be by one or at least two application specific integrated circuits (ASIC), number
Word signal processor (DSP), digital signal processing appts (DSPD), programmable logic device (PLD), field programmable gate array
(FPGA), controller, microcontroller, microprocessor or other electronic building bricks are realized, for executing the above method.
In the exemplary embodiment, it includes the non-transitorycomputer readable storage medium instructed, example to additionally provide a kind of
Such as include the memory 504 of instruction, above-metioned instruction can be executed by the processor 520 of device 500 to complete the above method.For example,
The non-transitorycomputer readable storage medium can be ROM, random access memory (RAM), CD-ROM, tape, floppy disk
With optical data storage devices etc..
A kind of non-transitorycomputer readable storage medium, when the instruction in the storage medium is by above-mentioned apparatus 500
When processor executes so that above-mentioned apparatus 500 is able to carry out a kind of model calibration method, including：
Obtain the first inductive signal when specified calibrating position executes calibration touch control operation to the touch panel；
According to the specified calibrating position and first inductive signal, calibration preset touch operates identification model, obtains
Target touch control operation identification model.
In one embodiment, described obtain executes the calibration touch-control behaviour in specified calibrating position to the touch panel
The first inductive signal when making, including：
Obtain the first induction letter when executing the same calibration touch control operation at multiple and different specified calibrating positions
Number；The specified calibrating position includes the arbitrary default position in the touching induction region and suspension induction region of the touch panel
It sets.
In one embodiment, when the calibration touch control operation include gradually be moved to from the touching induction region it is described
When the operation of suspension induction region, the specified calibrating position include the first default starting point in the touching induction region and/
Or the first default terminal in the suspension induction region；
When the calibration touch control operation includes gradually being moved to the touching induction region from the suspension induction region
When operation, the specified calibrating position includes the second default starting point and/or the touch sensible in the suspension induction region
The second default terminal in region.
In one embodiment, the method further includes：
Before obtaining first inductive signal, calibration prompt message is sent out；Wherein, the calibration prompt message is used for
Indicate that user executes the calibration touch control operation in the specified calibrating position to the touch panel；
After obtaining first inductive signal, if meeting predeterminated position condition, the calibration prompt is re-emitted
Information, to prompt user to re-execute the calibration touch control operation, wherein the predeterminated position condition includes：
The alternate position spike of projected position and described first default starting point of the first default terminal on the touch panel
More than predeterminated position threshold value；Or
The alternate position spike of projected position and described second default starting point of the second default terminal on the touch panel
More than the predeterminated position threshold value.
In one embodiment, described according to the specified calibrating position and first inductive signal, calibrate default touch
Control operation identification model, obtains target touch control operation identification model, including：
The pre- of identification model is operated to the preset touch according to the specified calibrating position and first inductive signal
If grader is trained again, to obtain the object classifiers of the target touch control operation identification model.
In one embodiment, the method further includes：
After obtaining the target touch control operation identification model, obtain to the touch panel performance objective touch control operation
When the second inductive signal；
The target touch control operation is carried out according to second inductive signal and the target touch control operation identification model
Identification.
Art technology user person will readily occur to the disclosure after considering specification and putting into practice disclosure disclosed herein
Other embodiments.This application is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes
Or adaptive change follow the general principles of this disclosure and include the disclosure it is undocumented in the art it is known often
Knowledge or conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are by following
Claim point out.
It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and
And various modifications and changes may be made without departing from the scope thereof.The scope of the present disclosure is only limited by the accompanying claims.
Claims (10)
1. a kind of model calibration method, for the equipment with touch panel, which is characterized in that including：
Obtain the first inductive signal when specified calibrating position executes calibration touch control operation to the touch panel；
According to the specified calibrating position and first inductive signal, calibration preset touch operates identification model, obtains target
Touch control operation identification model.
2. according to the method described in claim 1, it is characterized in that,
First inductive signal obtained when specified calibrating position executes the calibration touch control operation to the touch panel,
Including：
Obtain the first inductive signal when executing the same calibration touch control operation at multiple and different specified calibrating positions；Institute
State the arbitrary predeterminated position in the touching induction region and suspension induction region that specified calibrating position includes the touch panel.
3. according to the method described in claim 2, it is characterized in that,
When the calibration touch control operation includes the operation for being gradually moved to the suspension induction region from the touching induction region
When, the specified calibrating position includes the first default starting point and/or the suspension induction region in the touching induction region
The first interior default terminal；
When the calibration touch control operation includes the operation for being gradually moved to the touching induction region from the suspension induction region
When, the specified calibrating position includes the second default starting point and/or the touching induction region in the suspension induction region
The second interior default terminal.
4. according to the method described in claim 3, it is characterized in that, the method further includes：
Before obtaining first inductive signal, calibration prompt message is sent out；Wherein, the calibration prompt message is used to indicate
User executes the calibration touch control operation in the specified calibrating position to the touch panel；
After obtaining first inductive signal, if meeting predeterminated position condition, the calibration prompt message is re-emitted,
To prompt user to re-execute the calibration touch control operation, wherein the predeterminated position condition includes：
Projected position and the alternate position spike of described first default starting point of the first default terminal on the touch panel are more than
Predeterminated position threshold value；Or
Projected position and the alternate position spike of described second default starting point of the second default terminal on the touch panel are more than
The predeterminated position threshold value.
5. according to the method described in claim 1, it is characterized in that,
It is described according to the specified calibrating position and first inductive signal, calibration preset touch operates identification model, obtains
Target touch control operation identification model, including：
Default point of identification model is operated to the preset touch according to the specified calibrating position and first inductive signal
Class device is trained again, to obtain the object classifiers of the target touch control operation identification model.
6. the method according to any one of claims 1 to 5, it is characterized in that, the method further includes：
After obtaining the target touch control operation identification model, when obtaining to the touch panel performance objective touch control operation
Second inductive signal；
The target touch control operation is identified according to second inductive signal and the target touch control operation identification model.
7. a kind of model calibration device, for the equipment with touch panel, which is characterized in that including：
Acquisition module, for obtaining the first induction when specified calibrating position executes calibration touch control operation to the touch panel
Signal；
Calibration module, for according to the specified calibrating position and first inductive signal, calibration preset touch operation identification
Model obtains target touch control operation identification model.
8. device according to claim 7, which is characterized in that
The acquisition module includes：
Acquisition submodule, for obtain executed at multiple and different specified calibrating positions it is same it is described calibration touch control operation when
First inductive signal；The specified calibrating position includes in the touching induction region and suspension induction region of the touch panel
Arbitrary predeterminated position；
When the calibration touch control operation includes the operation for being gradually moved to the suspension induction region from the touching induction region
When, the specified calibrating position includes the first default starting point and/or the suspension induction region in the touching induction region
The first interior default terminal；
When the calibration touch control operation includes the operation for being gradually moved to the touching induction region from the suspension induction region
When, the specified calibrating position includes the second default starting point and/or the touching induction region in the suspension induction region
The second interior default terminal.
9. device according to claim 8, which is characterized in that described device further includes：
First reminding module, for before obtaining first inductive signal, sending out calibration prompt message；Wherein, the school
Quasi- prompt message is used to indicate user and executes the calibration touch control operation to the touch panel in the specified calibrating position；
Second reminding module, for after obtaining first inductive signal, if meeting predeterminated position condition, re-emitting
The calibration prompt message, to prompt user to re-execute the calibration touch control operation, wherein the predeterminated position condition packet
It includes：
Projected position and the alternate position spike of described first default starting point of the first default terminal on the touch panel are more than
Predeterminated position threshold value；Or
Projected position and the alternate position spike of described second default starting point of the second default terminal on the touch panel are more than
The predeterminated position threshold value.
10. the method according to any one of claim 7 to 9, which is characterized in that
The calibration module includes：
Training submodule is known for being operated to the preset touch according to the specified calibrating position and first inductive signal
The default grader of other model is trained again, to obtain the object classifiers of the target touch control operation identification model.
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