CN108769362A - The unread message reminding method and Related product of application program - Google Patents
The unread message reminding method and Related product of application program Download PDFInfo
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- CN108769362A CN108769362A CN201810327028.4A CN201810327028A CN108769362A CN 108769362 A CN108769362 A CN 108769362A CN 201810327028 A CN201810327028 A CN 201810327028A CN 108769362 A CN108769362 A CN 108769362A
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- 238000005520 cutting process Methods 0.000 claims description 10
- 238000003860 storage Methods 0.000 claims description 9
- 238000013528 artificial neural network Methods 0.000 claims description 4
- 238000000605 extraction Methods 0.000 claims description 4
- 238000013497 data interchange Methods 0.000 claims description 2
- 235000013399 edible fruits Nutrition 0.000 claims description 2
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
- H04M1/7243—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality with interactive means for internal management of messages
- H04M1/72439—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality with interactive means for internal management of messages for image or video messaging
-
- 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]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72469—User interfaces specially adapted for cordless or mobile telephones for operating the device by selecting functions from two or more displayed items, e.g. menus or icons
- H04M1/72472—User interfaces specially adapted for cordless or mobile telephones for operating the device by selecting functions from two or more displayed items, e.g. menus or icons wherein the items are sorted according to specific criteria, e.g. frequency of use
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72484—User interfaces specially adapted for cordless or mobile telephones wherein functions are triggered by incoming communication events
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2203/00—Indexing scheme relating to G06F3/00 - G06F3/048
- G06F2203/048—Indexing scheme relating to G06F3/048
- G06F2203/04803—Split screen, i.e. subdividing the display area or the window area into separate subareas
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M2250/00—Details of telephonic subscriber devices
- H04M2250/22—Details of telephonic subscriber devices including a touch pad, a touch sensor or a touch detector
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- Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- General Business, Economics & Management (AREA)
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- Telephone Function (AREA)
Abstract
This application provides the unread message reminding methods and Related product of a kind of application program, including:The display picture is cut to obtain multiple picture blocks by being sized by the display picture for intercepting the touching display screen;Obtain the corresponding app titles of the multiple picture block, the multiple picture block is sequentially inputted to progress forward operation in preset neural network model and obtains the corresponding operation result of each picture block, it determines that the operation result corresponds to whether picture block has unread message according to the operation result, the corresponding app titles of picture block with unread message is added in unread message list;Show the unread message list.Technical solution provided by the present application has the advantages that user experience is high.
Description
Technical field
This application involves communication and field of terminal, and in particular to a kind of the unread message reminding method and phase of application program
Close product.
Background technology
In the prior art, mobile terminal (such as mobile phone, tablet computer) has become user's first choice and frequency of use highest
Electronic device.With popularizing for smart mobile phone, the interaction of people and mobile phone is more and more diversified, and smart mobile phone applies journey to install
Sequence (English:Application program, app) it promotes come rapidly, for app, each app has its independent message,
The prompt of existing unread message is only reminded from single app icons, and for a user, needs can not be convenient
The unread message for seeing all app, influences user experience.
Apply for content
The embodiment of the present application provides a kind of the unread message reminding method and Related product of application program, may be implemented pair
App in intelligent terminal in all unread messages is shown, user is facilitated to watch the app of all unread messages, is improved and is used
Family Experience Degree.
In a first aspect, the embodiment of the present application provides a kind of electronic device, the electronic device includes:It touching display screen and answers
With processor AP,
The AP, the display picture for intercepting the touching display screen, by the display picture by be sized carry out
Cutting obtains multiple picture blocks;
The multiple picture block is sequentially inputted to by the AP for obtaining the corresponding app titles of the multiple picture block
Forward operation is carried out in preset neural network model and obtains the corresponding operation result of each picture block, according to the operation result
Determine that the operation result corresponds to whether picture block has unread message, by the corresponding app titles of picture block with unread message
It is added in unread message list;
The AP, is additionally operable to control the touching display screen and shows the unread message list.
Second aspect, provides a kind of unread message reminding method of application program, and the method is filled applied to the electronics
It sets, the electronic device includes:Touching display screen;Described method includes following steps:
The display picture is cut to obtain by being sized by the display picture for intercepting the touching display screen
Multiple picture blocks;
The corresponding app titles of the multiple picture block are obtained, the multiple picture block is sequentially inputted to preset nerve
Forward operation is carried out in network model and obtains the corresponding operation result of each picture block, and the fortune is determined according to the operation result
It calculates result and corresponds to whether picture block has unread message, the corresponding app titles of picture block with unread message are added to and are not read
In messaging list;
Show the unread message list.
The third aspect, provides a kind of intelligent terminal, and the intelligent terminal includes:Touching display screen and processor,
The processor, the display picture for intercepting the touching display screen, by the display picture by being sized
It is cut to obtain multiple picture blocks;
The processor, it is for obtaining the corresponding app titles of the multiple picture block, the multiple picture block is defeated successively
Enter into preset neural network model to carry out forward operation and obtain the corresponding operation result of each picture block, according to the operation
As a result determine that the operation result corresponds to whether picture block has unread message, by the corresponding app of picture block with unread message
Title is added in unread message list;
The processor, is additionally operable to control the touching display screen and shows the unread message list.
Fourth aspect provides a kind of computer readable storage medium, computer journey of the storage for electronic data interchange
Sequence, wherein the computer program makes computer execute the method that second aspect provides.
5th aspect, provides a kind of computer program product, and the computer program product includes storing computer journey
The non-transient computer readable storage medium of sequence, the computer program are operable to that computer is made to execute second aspect offer
Method.
Implement the embodiment of the present application, has the advantages that:
As can be seen that the display picture of electronic device interception touching display screen provided by the present application, then will show picture
It carries out cutting and forms multiple picture blocks, be then input to multiple picture blocks as input data in preset neural network model
It carries out forward operation and obtains the operation result of forward operation, determining whether the picture block has according to the operation result does not read to believe
Breath such as has people of unread information, the title of the app is added in unread message list, such user can never read message column
The identification that the application program of the unread message to all pages can be realized in table, improves the Experience Degree of user.
Description of the drawings
In order to more clearly explain the technical solutions in the embodiments of the present application, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, the accompanying drawings in the following description is some embodiments of the present application, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is a kind of structural schematic diagram of electronic device provided by the embodiments of the present application.
Fig. 1 a are a kind of schematic diagrames of display picture provided by the embodiments of the present application.
Fig. 1 b are another schematic diagrames for showing picture provided by the embodiments of the present application.
Fig. 2 is a kind of schematic diagram of electronic device disclosed in the embodiment of the present application.
Fig. 2 a are that a kind of data provided by the embodiments of the present application are inserted into schematic diagram.
Fig. 2 b are the distribution schematic diagrams of forward operation result provided by the embodiments of the present application.
Fig. 3 is a kind of flow diagram of the unread message reminding method of application program provided by the embodiments of the present application.
Fig. 4 is a kind of structural schematic diagram of electronic device provided by the embodiments of the present application.
Fig. 5 is a kind of structural schematic diagram of mobile phone disclosed in the embodiment of the present application.
Specific implementation mode
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Site preparation describes, it is clear that described embodiment is some embodiments of the present application, instead of all the embodiments.Based on this Shen
Please in embodiment, the every other implementation that those of ordinary skill in the art are obtained without creative efforts
Example, shall fall in the protection scope of this application.
Term " first ", " second ", " third " in the description and claims of this application and the attached drawing and "
Four " etc. be for distinguishing different objects, rather than for describing particular order.In addition, term " comprising " and " having " and it
Any deformation, it is intended that cover and non-exclusive include.Such as it contains the process of series of steps or unit, method, be
The step of system, product or equipment are not limited to list or unit, but further include the steps that optionally not listing or list
Member, or further include optionally for the intrinsic other steps of these processes, method, product or equipment or unit.
Referenced herein " embodiment " is it is meant that a particular feature, structure, or characteristic described can wrap in conjunction with the embodiments
It is contained at least one embodiment of the application.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
In the electronic device that first aspect provides, the AP is additionally operable to according to the multiple picture block in display picture
Position the multiple picture block is ranked up, be sequentially inputted to preset neural network according to the obtained sequence of sorting
Forward operation is carried out in model obtains the corresponding operation result of each picture block.
In the electronic device that first aspect provides, the AP is specifically used for extracting the multiple picture in the block first
Described P value is formed input data CI by P value of picture block1*H1*W1, by the input data CI1*H1*W1It is input to pre-
If neural network model in forward operation is calculated as a result, according to the forward operation result obtain whether have do not read to disappear
Breath, wherein CI1For the depth value of input data, H1Height value, W for input data1For the width value of input data.
In the electronic device that first aspect provides, the AP is more than specifically for element value in extraction operation result and sets
X element for determining threshold value determines the operation result as having the position more than X/2 element to be located at first area in X element
There is unread message for the first area is corresponding, as being located at the firstth area without the position more than X/2 element in X element
Domain determines that the operation result is without unread message.
In the method that second aspect provides, the method is before obtaining the corresponding app titles of the multiple picture block
Further include:
The multiple picture block is ranked up in the position of display picture according to the multiple picture block.
It is described that the multiple picture block is sequentially inputted to preset neural network mould in the method that second aspect provides
Forward operation is carried out in type obtains the corresponding operation result of each picture block, including:
Described P value is formed input data CI by P value for extracting the multiple picture the first picture block in the block1*H1*
W1, by the input data CI1*H1*W1It is input in preset neural network model and forward operation is calculated as a result, foundation
The forward operation result obtains whether having unread message, wherein CI1For the depth value of input data, H1For input data
Height value, W1For the width value of input data.
It is described to obtain whether there is unread message according to the forward operation result in the method that second aspect provides,
Including:
The X element that element value in operation result is more than given threshold is extracted, is more than X/2 member as having in X element
The position of element is located at first area, determines that the operation result is that the first area is corresponding and has unread message, in X element
It is located at first area without the position more than X/2 element, determines that the operation result is without unread message.
Electronic device in the application may include smart mobile phone (such as Android phone, iOS mobile phones, Windows
Phone mobile phones etc.), tablet computer, palm PC, laptop, mobile internet device (MID, Mobile Internet
Devices) or Wearable etc., above-mentioned electronic device are only citings, and non exhaustive, are filled including but not limited to above-mentioned electronics
It sets, for convenience of description, above-mentioned electronic device is known as user equipment (User equipment, UE) in following example.
Certainly in practical applications, above-mentioned user equipment is also not necessarily limited to above-mentioned realization form, such as can also include:Smart television, family
Front yard robot, computer equipment etc..
Referring to Fig. 1, Fig. 1, which is the embodiment of the present application, provides a kind of electronic device, referring to Fig. 1, Fig. 1 is of the invention real
The structural schematic diagram that example provides a kind of electronic device 100 is applied, above-mentioned electronic device 100 includes:Shell 110, circuit board 120,
The circuit board 120, the electricity is arranged on the shell 110 in battery 130, cover board 140, touching display screen 150, transceiver 180
Pond 130 and the cover board 140, the circuit board 120 are additionally provided with the circuit for connecting the touching display screen 150;The circuit
Plate 120 can also include:Application processor AP190.Multiple app icons, app figures are also equipped in above-mentioned electronic device 100
Target form is as shown in Figure 1a, you can be that single app is shown with single form of icons in touching display screen 150, certainly in reality
In the application of border, the form of the app icons is as shown in Figure 1 b, you can be single app with single form of icons and multiple app with
Aggregate manner is shown in touching display screen 150.
As shown in Figure 1 b, multiple app are shown with aggregate manner, aggregate manner is shown, be referred to as text
Part folder mode shows that being specifically that app has unread message, and can not find out, very not square for users in this way
Just, user experience is influenced.
Above-mentioned transceiver 180 can be different transceivers according to the form of different electronic devices, for example, such as the electronics
Device is mobile phone, which can be smart television with wireless transceiver, such as electronic device, which can be network-side
Mouthful.
Above-mentioned touching display screen is specifically as follows Thin Film Transistor-LCD (Thin Film Transistor-
Liquid Crystal Display, TFT-LCD), light emitting diode (Light Emitting Diode, LED) display screen, have
Machine light emitting diode (Organic Light-Emitting Diode, OLED) display screen etc..
Referring to Fig.2, Fig. 2 is a kind of electronic device provided by the present application, as shown in Fig. 2, electronic device may include:Touch-control
Display screen 203, application processor AP 202, transceiver 201;The touching display screen 203, transceiver 201 pass through at least one electricity
Road 204 is connect (such as bus 204) with AP202;Optionally, in the electronic device, other sensors can also be set, it should
Sensor includes but not limited to:Camera, gravity sensor, range sensor, loud speaker etc..
The display picture is cut to obtain by being sized by AP202, the display picture for intercepting touching display screen
Multiple picture block patch;
The mode of the display picture of above-mentioned AP interception touching display screen can there are many, such as directly touch-control can be shown
The display image of screen is intercepted to obtain display picture, certainly in another optional technical solution, above-mentioned interception from output
The display picture of touching display screen can also be triggering interception order to intercept the display picture of touching display screen.
Above-mentioned AP202 interception touching display screen display picture before can also include:
Determine that the current display page of the touching display screen includes multiple app icons.
It is above-mentioned to can specifically include the display picture in the way of being sized and being cut to obtain multiple picture blocks:
In a kind of optional technical solution, cut the display picture to obtain multiple pictures by the setting network style
Block, wherein the size of each grid is sized for this, specifically, the size of the grid is preferentially selected to be square.
In another optional technical solution, the display format of the app of touching display screen is determined, according to the display format
It determines the size of spacing between multiple app according to app icons, determines that this is sized between the size for app icons adds
Away from, according to this be sized to display picture cut to obtain multiple picture blocks.
In another optional technical solution, which is identified determine the first area with app with
And the second area without app, first area is obtained into multiple picture blocks by cutting is sized, second area is deleted.
Multiple picture block is sequentially inputted to preset by AP202 for obtaining the corresponding app titles of multiple picture blocks
Forward operation is carried out in neural network model and obtains the corresponding operation result of each picture block, and the fortune is determined according to the operation result
It calculates result and corresponds to whether picture block has unread message, the corresponding app titles of picture block with unread message are added to and are not read
In messaging list.
Optionally, AP202 is additionally operable to be ranked up multiple picture blocks by the position of display picture.
The rule of above-mentioned sequence can be arbitrary rule, for example, can according to picture block in showing picture position from
Left-to-right, permutation with positive order from top to bottom, certainly in practical applications, also with according to picture block in showing picture position from a left side to
The right side, from top to bottom inverted order arrangement.The application is not intended to limit the concrete mode of above-mentioned sequence.
AP202, is additionally operable to control the touching display screen and shows the unread message list.
The display picture of electronic device interception touching display screen provided by the present application, then carries out cutting shape by display picture
At multiple picture blocks, then multiple picture blocks are input to as input data in preset neural network model and carry out positive fortune
Calculation obtains the operation result of forward operation, determines whether the picture block has people of unread information according to the operation result, such as has not
Information is read, the title of the app is added in unread message list, such user can never read can be real in messaging list
Now to the identification of the application program of the unread message of all pages, the Experience Degree of user is improved.
Optionally,
AP202, be worth specifically for extracting P of multiple picture the first picture blocks in the block (such as gray value, coordinate value etc.
Deng), this P value is formed into input data CI1*H1*W1, by input data CI1*H1*W1It is input to preset neural network mould
Forward operation is calculated in type as a result, obtaining whether there is unread message, wherein CI according to the forward operation result1For input
The depth value of data, H1Height value, W for input data1For the width value of input data.
AP202 initially just enters Matrix C I specifically for obtaining in preset neural network model0*H0*W0;Such as P=CI0*
H0*W0When/2, P value is formed into Matrix C I0*H0/2*W0, by Matrix C I0*H0/2*W0A line is inserted into every line in the directions H to insert
Enter data CI0*W0Obtain input matrix CI0*H0*W0(CI1=CI0、H1=H0、W1=W0), CI0*W0Data are adjacent in the directions H
Two elements average value.Specifically, as be inserted into be the 2nd row of the directions H data, then be inserted into data be the 1st row of the directions H with
The average value of 3rd row.Above-mentioned CI0*H0*W0Value be specifically as follows the preset value of neural network model (preset value can lead to
Sample training is crossed to determine, naturally it is also possible to by user's sets itself), specifically, the corresponding CI of neural network model0* H*W can
Think:CI0=16;H0=32;W0=20.Certainly in practical applications, CI can also be used0、H0、W0Or others
Value, such as CI0=32;H0=64;W0=20.The application is not intended to limit above-mentioned CI0、H0、W0Specific value.
This technical solution improves the number of elements of input data matrix by being inserted into data, can make to input square in this way
The number of elements of battle array closest to initial input matrix element value, specifically, as shown in Figure 2 a, the insertion data such as Fig. 2 a institutes
Show.As shown in Fig. 2 a arrows, the data of the insertion are the average value of adjacent rows, and it is last column data to be such as inserted into, then this is inserted
The data entered can be the value of adjacent rows.As shown in Figure 2 a, wherein (H1+H2)/2 indicates to be inserted into H direction the first rows and the second row
Between average value.Wherein, H1 indicates that the value of the directions H the first row, H2 indicate the value of the second row, and the arrow expression in Fig. 2 a will count
According to being directly inserted into corresponding row.As shown in Figure 2 a, it is inserted into the mode of data with the 2nd row and the data instance of last column,
The mode of 2nd row insertion data may refer to for the mode of the insertion data of center row to realize.
AP202 is specifically used for the X element that element value in extraction operation result is more than given threshold, as having in X element
There is the position more than X/2 element to be located at first area, determines that the operation result is corresponding with not reading to disappear for the first area
Breath determines that the operation result is without not if being located at first area without the position more than X/2 element in X element
Read message.
Specifically, refering to Fig. 2 b, Fig. 2 b are that (wherein the position of black box can be X to a kind of result of forward operation
Element), for forward operation result its can be one 3 dimension matrix of consequence, for it according to being (to have not for 2 parameters
Read message and without unread message), being divided in 3 dimension matrixs of consequence has different regions, the 3 dimension result squares calculated in this way
If more more than the number of elements of given threshold in the corresponding region of battle array, the possibility of the corresponding parameter in the region is got over
Greatly, be more than such as in the first area of unread message setting and number of elements more than no unread message second area element
Quantity, if conversely, be more than in the 3 corresponding regions of dimension matrixs of consequence calculated given threshold number of elements it is smaller, that
The possibility of the corresponding parameter in the region is smaller, so here first from 3 dimension matrix of consequence CI2*H2*W2Middle inquiry, which is more than, to be set
X element of threshold value is determined, then according to the region belonging to X position of X location determination of X element, such as first area
Element number is more than X/2, it is determined that the forward operation result is that the element number with unread message, otherwise such as first area is small
In X/2, it is determined that the forward operation structure is without unread message.
A kind of unread message reminding method of application program is provided refering to Fig. 3, Fig. 3, the method is filled applied to electronics
In setting, the structure of the electronic device is as shown in Figure 1 or 2, and described method includes following steps:
Step S301, the display picture for obtaining interception touching display screen cuts the display picture by being sized
Obtain multiple picture block patch;
The mode of the display picture of above-mentioned interception touching display screen can there are many, such as can be directly by touching display screen
Display image intercepted to obtain display picture from output, certainly in another optional technical solution, above-mentioned interception is touched
The display picture of control display screen can also be triggering interception order to intercept the display picture of touching display screen.
It is above-mentioned to include before the display picture of interception touching display screen:
Determine that the current display page of the touching display screen includes multiple app icons.
It is above-mentioned to can specifically include the display picture in the way of being sized and being cut to obtain multiple picture blocks:
In a kind of optional technical solution, cut the display picture to obtain multiple pictures by the setting network style
Block, wherein the size of each grid is sized for this, specifically, the size of the grid is preferentially selected to be square.
In another optional technical solution, the display format of the app of touching display screen is determined, according to the display format
It determines the size of spacing between multiple app according to app icons, determines that this is sized between the size for app icons adds
Away from, according to this be sized to display picture cut to obtain multiple picture blocks.
In another optional technical solution, which is identified determine the first area with app with
And the second area without app, first area is obtained into multiple picture blocks by cutting is sized, second area is deleted.
Step S302, multiple picture blocks are obtained and presses corresponding app titles, multiple picture block is sequentially inputted to preset
Forward operation is carried out in neural network model and obtains the corresponding operation result of each picture block, and the fortune is determined according to the operation result
It calculates result and corresponds to whether picture block has unread message, the corresponding app titles of picture block with unread message are added to and are not read
In messaging list;
Optionally, the above method further includes before obtaining multiple pictures:To multiple picture blocks by the position of display picture
It is ranked up.
The rule of above-mentioned sequence can be arbitrary rule, for example, can according to picture block in showing picture position from
Left-to-right, permutation with positive order from top to bottom, certainly in practical applications, also with according to picture block in showing picture position from a left side to
The right side, from top to bottom inverted order arrangement.The application is not intended to limit the concrete mode of above-mentioned sequence.
Step S303, the unread message list is shown.
The display picture of electronic device interception touching display screen provided by the present application, then carries out cutting shape by display picture
At multiple picture blocks, then multiple picture blocks are input to as input data in preset neural network model and carry out positive fortune
Calculation obtains the operation result of forward operation, determines whether the picture block has people of unread information according to the operation result, such as has not
Information is read, the title of the app is added in unread message list, such user can never read can be real in messaging list
Now to the identification of the application program of the unread message of all pages, the Experience Degree of user is improved.
Optionally, multiple picture block progress forward operation in preset neural network model is sequentially inputted to obtain often
The corresponding operation result of a picture block, specifically includes:
This P value is formed input data CI by P value for extracting multiple pictures the first picture block in the block1*H1*W1, will
Input data CI1*H1*W1It is input in preset neural network model and forward operation is calculated as a result, being transported according to the forward direction
It calculates result and obtains whether there is unread message, wherein CI1For the depth value of input data, H1Height value, W for input data1For
The width value of input data.
Optionally, this P value is formed into input data CI1*H1*W1It can specifically include:
It obtains and initially just enters Matrix C I in preset neural network model0*H0*W0;Such as P=CI0*H0*W0When/2, by P
Value composition Matrix C I0*H0/2*W0, by Matrix C I0*H0/2*W0It is inserted into a line in every line in the directions H and is inserted into data CI0*W0It obtains
Input matrix CI0*H0*W0(CI1=CI0、H1=H0、W1=W0) data be two adjacent elements of the directions H average value.Tool
Body, such as insertion is the data of the 2nd row of the directions H, then is inserted into the average value that data are the directions H the 1st row and the 3rd row.It is above-mentioned
CI0*H0*W0Value be specifically as follows neural network model preset value (preset value can be determined by sample training,
Can certainly be by user's sets itself), specifically, the corresponding CI of neural network model0* H*W can be:CI0=16;H0=
32;W0=20.Certainly in practical applications, CI can also be used0、H0、W0Or other values, such as CI0=32;H0=
64;W0=20.The application is not intended to limit above-mentioned CI0、H0、W0Specific value.
A kind of electronic device is provided refering to Fig. 4, Fig. 4, the electronic device includes:Processing unit 401, touch-control are shown
Screen, transceiver 404, the touching display screen 402, transceiver 404 can be connect with processing unit 401 by bus, certainly in reality
In the application of border, other connection types, the application can also be used to be not intended to limit the specific manifestation form of above-mentioned connection.
Processing unit 401, the display picture for intercepting touching display screen cut the display picture by being sized
It cuts to obtain multiple picture block patch;
The mode of the display picture of above-mentioned processor interception touching display screen can there are many, such as can be directly by touch-control
The display image of display screen is intercepted to obtain display picture from output, above-mentioned certainly in another optional technical solution
The display picture of interception touching display screen can also be triggering interception order to intercept the display picture of touching display screen.
Above-mentioned processor interception touching display screen display picture before can also include:
Determine that the current display page of the touching display screen includes multiple app icons.
It is above-mentioned to can specifically include the display picture in the way of being sized and being cut to obtain multiple picture blocks:
In a kind of optional technical solution, cut the display picture to obtain multiple pictures by the setting network style
Block, wherein the size of each grid is sized for this, specifically, the size of the grid is preferentially selected to be square.
In another optional technical solution, the display format of the app of touching display screen is determined, according to the display format
It determines the size of spacing between multiple app according to app icons, determines that this is sized between the size for app icons adds
Away from, according to this be sized to display picture cut to obtain multiple picture blocks.
In another optional technical solution, which is identified determine the first area with app with
And the second area without app, first area is obtained into multiple picture blocks by cutting is sized, second area is deleted.
Processing unit 401 sequentially inputs multiple picture block for obtaining multiple picture blocks by corresponding app titles
The corresponding operation result of each picture block is obtained to forward operation is carried out in preset neural network model, according to the operation result
It determines that the operation result corresponds to whether picture block has unread message, the corresponding app titles of picture block with unread message is added
Enter into unread message list.
Optionally, processing unit 401 are additionally operable to be ranked up multiple picture blocks by the position of display picture.
The rule of above-mentioned sequence can be arbitrary rule, for example, can according to picture block in showing picture position from
Left-to-right, permutation with positive order from top to bottom, certainly in practical applications, also with according to picture block in showing picture position from a left side to
The right side, from top to bottom inverted order arrangement.The application is not intended to limit the concrete mode of above-mentioned sequence.
Processing unit 401 controls the touching display screen and shows the unread message list.
The display picture of electronic device interception touching display screen provided by the present application, then carries out cutting shape by display picture
At multiple picture blocks, then multiple picture blocks are input to as input data in preset neural network model and carry out positive fortune
Calculation obtains the operation result of forward operation, determines whether the picture block has people of unread information according to the operation result, such as has not
Information is read, the title of the app is added in unread message list, such user can never read can be real in messaging list
Now to the identification of the application program of the unread message of all pages, the Experience Degree of user is improved.
Fig. 5 shows the block diagram with the part-structure of the relevant mobile phone of mobile terminal provided by the embodiments of the present application.Ginseng
Fig. 5 is examined, mobile phone includes:Radio frequency (Radio Frequency, RF) circuit 910, memory 920, input unit 930, sensor
950, audio collection device 960, Wireless Fidelity (Wireless Fidelity, WiFi) module 970, application processor AP980, with
And the equal components of power supply 990.It will be understood by those skilled in the art that handset structure shown in Fig. 5 does not constitute the limit to mobile phone
It is fixed, may include either combining certain components or different components arrangement than illustrating more or fewer components.
Each component parts of mobile phone is specifically introduced with reference to Fig. 5:
Input unit 930 can be used for receiving the number or character information of input, and generate with the user setting of mobile phone with
And the related key signals input of function control.Specifically, input unit 930 may include touching display screen 933, fingerprint identification device
931, face identification device 936, iris identification device 937 and other input equipments 932.Input unit 930 can also include
Other input equipments 932.Specifically, other input equipments 932 can include but is not limited to physical button, function key (such as sound
Measure control button, switch key etc.), it is trace ball, mouse, one or more in operating lever etc..Wherein,
The display picture is cut to obtain by being sized by AP980, the display picture for intercepting touching display screen
Multiple picture block patch;
Multiple picture block is sequentially inputted to preset by AP980 for obtaining multiple picture blocks by corresponding app titles
Neural network model in carry out forward operation obtain the corresponding operation result of each picture block, according to the operation result determine should
Operation result corresponds to whether picture block has unread message, and the corresponding app titles of picture block with unread message are added to not
It reads in messaging list.
AP980 controls the touching display screen and shows the unread message list.
AP980 is specifically used for extracting P value of multiple picture the first picture blocks in the block, by this P value composition input number
According to CI1*H1*W1, by input data CI1*H1*W1It is input in preset neural network model and forward operation knot is calculated
Fruit obtains whether having unread message, wherein CI according to the forward operation result1For the depth value of input data, H1To input number
According to height value, W1For the width value of input data.
AP980 initially just enters Matrix C I specifically for obtaining in preset neural network model0*H0*W0;Such as P=CI0*
H0*W0When/2, P value is formed into Matrix C I0*H0/2*W0, by Matrix C I0*H0/2*W0A line is inserted into every line in the directions H to insert
Enter data CI0*W0Obtain input matrix CI0*H0*W0(CI1=CI0、H1=H0、W 1=W0) data be the directions H it is adjacent two
The average value of a element.Specifically, such as the data that insertion is the 2nd row of the directions H, then it is the 1st row of the directions H and the 3rd to be inserted into data
Capable average value.Above-mentioned CI0*H0*W0Value be specifically as follows the preset value of neural network model (preset value can pass through
Sample training determines, naturally it is also possible to by user's sets itself), specifically, the corresponding CI of neural network model0* H*W can be with
For:CI0=16;H0=32;W0=20.Certainly in practical applications, CI can also be used0、H0、W0Or other values,
Such as CI0=32;H0=64;W0=20.The application is not intended to limit above-mentioned CI0、H0、W0Specific value.
AP202 is specifically used for the X element that element value in extraction operation result is more than given threshold, as having in X element
There is the position more than X/2 element to be located at first area, determines that the operation result is corresponding with not reading to disappear for the first area
Breath determines that the operation result is without not if being located at first area without the position more than X/2 element in X element
Read message.
AP980 is the control centre of mobile phone, using the various pieces of various interfaces and connection whole mobile phone, passes through fortune
Row executes the software program and/or module being stored in memory 920, and calls the data being stored in memory 920,
The various functions and processing data for executing mobile phone, to carry out integral monitoring to mobile phone.Optionally, AP980 may include one or
Multiple processing units;Optionally, AP980 can integrate application processor and modem processor, wherein application processor is main
Processing operation system, user interface and application program etc., modem processor mainly handle wireless communication.It is appreciated that
It is that above-mentioned modem processor can not also be integrated into AP980.
In addition, memory 920 may include high-speed random access memory, can also include nonvolatile memory, example
Such as at least one disk memory, flush memory device or other volatile solid-state parts.
RF circuits 910 can be used for sending and receiving for information.In general, RF circuits 910 include but not limited to antenna, at least one
A amplifier, transceiver, coupler, low-noise amplifier (Low Noise Amplifier, LNA), duplexer etc..In addition,
RF circuits 910 can also be communicated with network and other equipment by radio communication.Above-mentioned wireless communication can use any communication
Standard or agreement, including but not limited to global system for mobile communications (Global System of Mobile
Communication, GSM), general packet radio service (General Packet Radio Service, GPRS), code it is point more
Location (Code Division Multiple Access, CDMA), wideband code division multiple access (Wideband Code Division
Multiple Access, WCDMA), long term evolution (Long Term Evolution, LTE), Email, short message service
(Short Messaging Service, SMS) etc..
Mobile phone may also include at least one sensor 950, such as optical sensor, motion sensor and other sensors.
Specifically, optical sensor may include ambient light sensor and proximity sensor, wherein ambient light sensor can be according to ambient light
Light and shade adjust the brightness of touching display screen, proximity sensor can when mobile phone is moved in one's ear, close touching display screen and/
Or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (generally three axis) acceleration
Size can detect that size and the direction of gravity when static, can be used to identify mobile phone posture application (such as horizontal/vertical screen switching,
Dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap) etc.;It can also configure as mobile phone
The other sensors such as gyroscope, barometer, hygrometer, thermometer, infrared sensor, details are not described herein.
Audio collection device 960, loud speaker 961, microphone 962 can provide the audio interface between user and mobile phone.Audio
The transformed electric signal of the audio data received can be transferred to loud speaker 961, is converted to by loud speaker 961 by collector 960
Voice signal plays;On the other hand, the voice signal of collection is converted to electric signal by microphone 962, is connect by audio collection device 960
Audio data is converted to after receipts, then after audio data is played AP980 processing, through RF circuits 910 to be sent to such as the other hand
Machine, or audio data is played to memory 920 to be further processed.
WiFi belongs to short range wireless transmission technology, and mobile phone can help user's transceiver electronics postal by WiFi module 970
Part, browsing webpage and access streaming video etc., it has provided wireless broadband internet to the user and has accessed.Although Fig. 5 is shown
WiFi module 970, but it is understood that, and it is not belonging to must be configured into for mobile phone, it can not change as needed completely
Become in the range of the essence of application and omits.
Mobile phone further includes the power supply 990 (such as battery) powered to all parts, and optionally, power supply can pass through power supply pipe
Reason system and AP980 are logically contiguous, to realize the work(such as management charging, electric discharge and power managed by power-supply management system
Energy.
Although being not shown, mobile phone can also be including camera, bluetooth module, light compensating apparatus, light sensor etc., herein not
It repeats again.
As can be seen that by the embodiment of the present application, the display picture of touching display screen is intercepted, then carries out display picture
Cutting forms multiple picture blocks, is then input in preset neural network model multiple picture blocks as input data and carries out
Forward operation obtains the operation result of forward operation, determines whether the picture block has people of unread information according to the operation result, such as
With people of unread information, the title of the app is added in unread message list, such user can never read in messaging list i.e.
The identification that can realize the application program of the unread message to all pages improves the Experience Degree of user.
The embodiment of the present application also provides a kind of computer storage media, wherein computer storage media storage is for electricity
The computer program that subdata exchanges, it is any as described in above method embodiment which so that computer is executed
A kind of some or all of the unread message reminding method of application program step.
The embodiment of the present application also provides a kind of computer program product, and the computer program product includes storing calculating
The non-transient computer readable storage medium of machine program, the computer program are operable to that computer is made to execute such as above-mentioned side
Some or all of the unread message reminding method of any type application program described in method embodiment step.
It should be noted that for each method embodiment above-mentioned, for simple description, therefore it is all expressed as a series of
Combination of actions, but those skilled in the art should understand that, the application is not limited by the described action sequence because
According to the application, certain steps can be performed in other orders or simultaneously.Secondly, those skilled in the art should also know
It knows, embodiment described in this description belongs to alternative embodiment, involved action and module not necessarily the application
It is necessary.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment
Point, it may refer to the associated description of other embodiment.
In several embodiments provided herein, it should be understood that disclosed device, it can be by another way
It realizes.For example, the apparatus embodiments described above are merely exemplary, for example, the unit division, it is only a kind of
Division of logic function, formula that in actual implementation, there may be another division manner, such as multiple units or component can combine or can
To be integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Coupling, direct-coupling or communication connection can be by some interfaces, the INDIRECT COUPLING or communication connection of device or unit,
Can be electrical or other forms.
The unit illustrated as separating component may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, you can be located at a place, or may be distributed over multiple
In network element.Some or all of unit therein can be selected according to the actual needs to realize the mesh of this embodiment scheme
's.
In addition, each functional unit in each embodiment of the application can be integrated in a processing unit, it can also
It is that each unit physically exists alone, it can also be during two or more units be integrated in one unit.Above-mentioned integrated list
The form that hardware had both may be used in member is realized, can also be realized in the form of software program module.
If the integrated unit is realized in the form of software program module and sells or use as independent product
When, it can be stored in a computer-readable access to memory.Based on this understanding, the technical solution of the application substantially or
Person says that all or part of the part that contributes to existing technology or the technical solution can body in the form of software products
Reveal and, which is stored in a memory, including some instructions are used so that a computer equipment
(can be personal computer, server or network equipment etc.) executes all or part of each embodiment the method for the application
Step.And memory above-mentioned includes:USB flash disk, read-only memory (ROM, Read-Only Memory), random access memory
The various media that can store program code such as (RAM, Random Access Memory), mobile hard disk, magnetic disc or CD.
One of ordinary skill in the art will appreciate that all or part of step in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can be stored in a computer-readable memory, memory
May include:Flash disk, read-only memory (English:Read-Only Memory, referred to as:ROM), random access device (English:
Random Access Memory, referred to as:RAM), disk or CD etc..
The embodiment of the present application is described in detail above, specific case used herein to the principle of the application and
Embodiment is expounded, the description of the example is only used to help understand the method for the present application and its core ideas;
Meanwhile for those of ordinary skill in the art, according to the thought of the application, can in specific embodiments and applications
There is change place, in conclusion the contents of this specification should not be construed as limiting the present application.
Claims (11)
1. a kind of electronic device, the electronic device include:Touching display screen and application processor AP, which is characterized in that
The AP, the display picture for intercepting the touching display screen cut the display picture by being sized
Obtain multiple picture blocks;
The multiple picture block is sequentially inputted to preset by the AP for obtaining the corresponding app titles of the multiple picture block
Neural network model in carry out forward operation obtain the corresponding operation result of each picture block, according to the operation result determine
The operation result corresponds to whether picture block has unread message, and the corresponding app titles of picture block with unread message are added
Into unread message list;
The AP, is additionally operable to control the touching display screen and shows the unread message list.
2. electronic device according to claim 1, which is characterized in that
The AP is additionally operable to be ranked up the multiple picture block in the position of display picture according to the multiple picture block,
It is sequentially inputted to progress forward operation in preset neural network model according to the obtained sequence that sorts and obtains each picture
The corresponding operation result of block.
3. electronic device according to claim 1, which is characterized in that
The AP is specifically used for extracting P value of the multiple picture the first picture block in the block, described P value be formed defeated
Enter data CI1*H1*W1, by the input data CI1*H1*W1It is input in preset neural network model and positive fortune is calculated
Calculate as a result, obtaining whether there is unread message, wherein CI according to the forward operation result1For the depth value of input data, H1For
Height value, the W of input data1For the width value of input data.
4. electronic device according to claim 3, which is characterized in that
The AP is specifically used for the X element that element value in extraction operation result is more than given threshold, as having in X element
Position more than X/2 element is located at first area, determines that the operation result is that the first area is corresponding and has unread message,
It is located at first area more than the position of X/2 element if not having in X element, determines the operation result for without not reading to disappear
Breath.
5. a kind of unread message reminding method of application program, which is characterized in that the method is applied to the electronic device, institute
Stating electronic device includes:Touching display screen;Described method includes following steps:
The display picture is cut to obtain multiple pictures by being sized by the display picture for intercepting the touching display screen
Block;
The corresponding app titles of the multiple picture block are obtained, the multiple picture block is sequentially inputted to preset neural network
Forward operation is carried out in model and obtains the corresponding operation result of each picture block, and the operation knot is determined according to the operation result
Fruit corresponds to whether picture block has unread message, and the corresponding app titles of picture block with unread message are added to unread message
In list;
Show the unread message list.
6. according to the method described in claim 5, it is characterized in that, the method is corresponding in the multiple picture block of acquisition
Further include before app titles:
The multiple picture block is ranked up in the position of display picture according to the multiple picture block.
7. according to the method described in claim 5, it is characterized in that, it is described the multiple picture block is sequentially inputted to it is preset
Forward operation is carried out in neural network model obtains the corresponding operation result of each picture block, including:
Described P value is formed input data CI by P value for extracting the multiple picture the first picture block in the block1*H1*W1,
By the input data CI1*H1*W1It is input in preset neural network model and forward operation is calculated as a result, according to described
Forward operation result obtains whether having unread message, wherein CI1For the depth value of input data, H1For the height of input data
Value, W1For the width value of input data.
8. the method according to the description of claim 7 is characterized in that whether described had according to the forward operation result
Unread message, including:
The X element that element value in operation result is more than given threshold is extracted, as having in X element and be more than X/2 element
Position is located at first area, determines that the operation result is that the first area is corresponding and has unread message, as not having in X element
There is the position more than X/2 element to be located at first area, determines that the operation result is without unread message.
9. a kind of intelligent terminal, the intelligent terminal include:Touching display screen and processor, which is characterized in that
The processor, the display picture for intercepting the touching display screen, by the display picture by be sized carry out
Cutting obtains multiple picture blocks;
The multiple picture block is sequentially inputted to by the processor for obtaining the corresponding app titles of the multiple picture block
Forward operation is carried out in preset neural network model and obtains the corresponding operation result of each picture block, according to the operation result
Determine that the operation result corresponds to whether picture block has unread message, by the corresponding app titles of picture block with unread message
It is added in unread message list;
The processor, is additionally operable to control the touching display screen and shows the unread message list.
10. a kind of computer readable storage medium, which is characterized in that it stores the computer program for electronic data interchange,
Wherein, the computer program makes computer execute such as claim 5-8 any one of them methods.
11. a kind of computer program product, which is characterized in that the computer program product includes storing computer program
Non-transient computer readable storage medium, the computer program are operable to that computer is made to execute such as claim 5-8
Method described in one.
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