CN107728877A - One kind applies recommendation method and mobile terminal - Google Patents
One kind applies recommendation method and mobile terminal Download PDFInfo
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- CN107728877A CN107728877A CN201710905784.6A CN201710905784A CN107728877A CN 107728877 A CN107728877 A CN 107728877A CN 201710905784 A CN201710905784 A CN 201710905784A CN 107728877 A CN107728877 A CN 107728877A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—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
- G06F3/04817—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 using icons
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
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Abstract
The present invention provides one kind and applies recommendation method and mobile terminal, wherein including using recommendation method：Obtain the target image classification belonging to present image；The corresponding relation applied according to different images classification set in advance and picture processing, it is determined that an at least Target Photo corresponding with target image classification processing application；Recommend the application icon of display target picture processing application on the display interface of present image.The present invention is based on Target Photo processing application corresponding to the determination of target image classification, the application icon of Target Photo processing application is shown in display interface, user is quickly selected and opens Target Photo processing application and carries out image procossing, operating efficiency is improved, while ensure that the usage experience of user.
Description
Technical field
The present invention relates to communication technical field, more particularly to one kind to apply recommendation method and mobile terminal.
Background technology
The user of currently used intelligent terminal shooting photo is very more, and have many consumers custom shoot photo it
Afterwards, using repair figure using captured image is cut, landscaping treatment, to meet the photographing request of user.
But the memory size of current intelligent terminal is generally larger, can install multiple applications.In the use of most of user
In custom, it is not frequency of use highest one kind to repair figure application.Many users will repair figure application and be placed in the file of desktop,
When needing to use some specifically to repair figure application, it is difficult to quickly find.And repair figure application kind in current application market
Class is a lot, and is largely external developer exploitation, only English name, is difficult to differentiate each other, this use for user
Cause certain inconvenience.
The content of the invention
The embodiment of the present invention provides one kind and applies recommendation method and mobile terminal, is being carried out with solving user in the prior art
Corresponding application can not be quickly found out during image procossing, the problem of causing inconvenience to the user.
In order to solve the above-mentioned technical problem, the present invention is realized in：
In a first aspect, the embodiment of the present invention, which provides one kind, applies recommendation method, including：
Obtain the target image classification belonging to present image；
The corresponding relation applied according to different images classification set in advance and picture processing, it is determined that with target image classification
Corresponding at least Target Photo processing application；
Recommend the application icon of display target picture processing application on the display interface of present image.
Second aspect, the embodiment of the present invention also provide a kind of mobile terminal, including：
Acquisition module, for obtaining the target image classification belonging to present image；
Determining module, for the corresponding relation applied according to different images classification set in advance and picture processing, it is determined that
At least Target Photo processing application corresponding with target image classification；
Display module, for recommending the application drawing of display target picture processing application on the display interface of present image
Mark.
The third aspect, the embodiment of the present invention also provide a kind of mobile terminal, including：Memory, processor and it is stored in
Realize that above-mentioned application is recommended on reservoir and the computer program that can run on a processor, during computing device computer program
Step in method.
Fourth aspect, the embodiment of the present invention also provide a kind of computer-readable recording medium, are stored thereon with computer journey
Sequence, the program realize the step in the above-mentioned method using recommendation when being executed by processor.
Technical solution of the present invention, by obtaining the target image classification belonging to present image, according to image category and picture
Corresponding relation between processing application, at least Target Photo processing application corresponding with target image classification is obtained, will be obtained
Target Photo processing application application icon shown in the display interface of present image, can quickly be opened in order to user
Target Photo processing application carries out image procossing, realizes the raising of user's operating efficiency, ensures the good usage experience of user.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, needed for being described below to the embodiment of the present invention
The accompanying drawing to be used is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention,
For those of ordinary skill in the art, without having to pay creative labor, can also be obtained according to these accompanying drawings
Obtain other accompanying drawings.
Fig. 1 represents that method schematic diagram is recommended in application of the embodiment of the present invention；
Fig. 2 represents the application icon display schematic diagram of photographed scene of the embodiment of the present invention；
Fig. 3 a represent the applications keys display schematic diagram of picture browsing scene of the embodiment of the present invention；
Fig. 3 b represent the application icon display schematic diagram of picture browsing scene of the embodiment of the present invention；
Fig. 4 represents the holistic approach flow chart of the embodiment of the present invention；
Fig. 5 represents the mobile terminal schematic diagram of the embodiment of the present invention；
Fig. 6 represents the mobile terminal hardware architecture diagram of the embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is part of the embodiment of the present invention, rather than whole embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained under the premise of creative work is not made
Example, belongs to the scope of protection of the invention.
The embodiment of the present invention provides one kind and applies recommendation method, as shown in figure 1, including：
Target image classification belonging to step 101, acquisition present image.
When the display interface of mobile terminal shows an image, it is necessary to obtain belonging to the present image shown by display interface
Target image classification.Wherein when obtaining the target image classification belonging to present image：Image recognition is carried out to present image,
Obtain the picture material of present image；Target image classification according to belonging to picture material determines present image.
Mobile terminal carries out image recognition using image recognition technology to present image, and current figure is obtained after image recognition
As the picture material that is included, the picture material included according to present image determines target image that present image is belonged to
Classification.If the picture material of present image is landscape, it is determined that the target image classification belonging to present image is landscape classification；If
The picture material of present image is face, it is determined that the target image classification belonging to present image is other for figure kind.It is wherein different
The picture processing application that is applicable of image category it is different.
Such as terminal is when for photographing, user may shoot the photos such as portrait, landscape, cuisines, building, terminal with
Note down instrument when, user may shoot the photos such as business card, file, form.At the image to different images classification
During reason, the application of used picture processing also can difference.Such as in processing portrait picture, when particularly taking pictures certainly, user
The probability applied using the picture processing of the portrait refine such as airbrush, facetune is just higher, or even can be done using some
Strange filter application, but the probability for using the picture processing of black and white filter to apply is relative just than relatively low.Contain on the contrary in processing
During the photo of business card, file etc., the specific specialties such as picture processing application or " the all-round king of business card " of black and white filter can be used
Picture processing application.User would generally use the more powerful complete image processing tool of function, example when handling landscape image
Such as snapseed, or filter applies such as VSCO, Aviary compared with the picture processing of horn of plenty, and may less use processing
The application of portrait.
Step 102, the corresponding relation applied according to different images classification set in advance and picture processing, it is determined that and target
At least Target Photo processing application corresponding to image category.
After the target image classification belonging to present image is obtained, it is necessary in different images classification set in advance and figure
In corresponding relation between piece processing application, at least Target Photo processing application corresponding to target image classification is searched.Its
The middle corresponding relation applied according to different images classification and picture processing, it may be determined that for corresponding to current target image classification
One or more Target Photo processing application.Be directed to acquisition one or more Target Photo processing application, it is necessary to
Perform step 103.
Step 103, the application icon that recommendation display target picture processing is applied on the display interface of present image.
After at least Target Photo processing application corresponding with target image classification is obtained, at the Target Photo of acquisition
Ought to application icon shown in the display interface of present image, be easy to user quickly open Target Photo processing should
With, using Target Photo handle application carry out image procossing, improve the efficiency of image procossing and ensure simultaneously user use body
Test.
In embodiments of the present invention, before the target image classification belonging to present image is obtained, this method can also wrap
Include following steps：
Each picture processing is calculated to score using the application relativity of corresponding different images classification；Calculate at each picture
It ought to be scored with the usage frequency of corresponding different images classification；According to application relativity scoring and usage frequency scoring, it is determined that
The picture processing application of each image category, the corresponding relation established between different images classification and picture processing application.
The species for the picture processing application that statistics mobile terminal is installed, at each picture installed for mobile terminal
It ought to use, and calculate picture processing and scored using the application relativity of corresponding different images classification, while need to calculate at picture
It ought to be scored with the usage frequency of corresponding different images classification.Determine that each image category is corresponding for the application of each picture processing
Application relativity scoring and usage frequency scoring after, it may be determined that the picture processing application corresponding to each image category,
Carry out the corresponding relation that can be formed between image category and picture processing application.
Scored by calculating application relativity scoring and usage frequency, to determine that picture processing corresponding to image category should
With, and then the corresponding relation formed between image category and picture processing application, can be in order to searching and target image classification pair
The Target Photo processing application answered, and then user is quickly searched and opens corresponding Target Photo processing application and is carried out
Image procossing, improve the efficiency of image procossing and ensure the usage experience of user simultaneously.
Wherein after picture processing is calculated using the application relativity scoring of corresponding different images classification, it can be directed to every
One picture processing application, establish different images classification and the corresponding lists of application relativity scoring；Should according to each picture processing
Corresponding lists, form scoring list.
Image category and the corresponding relation of application relativity scoring are established for each picture processing application, forms the picture
Under processing application, the corresponding lists between image category and application relativity scoring.Established for a picture processing application
Into after corresponding lists, identical operation is performed for the application of other picture processings, is obtained under each picture processing application, image
Corresponding lists between classification and application relativity scoring.Obtained multiple corresponding lists are formed into scoring list, are easy to follow-up
Use.
As shown in table 1, for picture processing applies 1, its corresponding image category is that image category 1 arrives image category
M, each image category score corresponding to an application relativity, and application relativity scoring is A wherein corresponding to image category 111；
Application relativity scoring is A corresponding to image category 212；…；Application relativity scoring is A corresponding to image category M1M, M number
Value be image category numerical value, those skilled in the art can be determined according to practical situation corresponding to value.For picture
Processing applies 1, the corresponding lists that can be formed between image category and application relativity scoring.
Accordingly, for picture processing application N, its corresponding image category is that image category 1 arrives image category M,
Each image category scores corresponding to an application relativity, and application relativity scoring is A wherein corresponding to image category 1N1；Figure
Application relativity scoring is A as corresponding to classification 2N2；…；Application relativity scoring is A corresponding to image category MNM, M numerical value
The as numerical value of image category, N numerical value are the numerical value of picture processing application species, and those skilled in the art can be according to reality
Situation is come value corresponding to determining.For picture processing application N, can be formed between image category and application relativity scoring
Corresponding lists.
Applying 2 using 1, picture processing according to picture processing ... picture processing application N, can establish image category and application
Corresponding lists between relevance score, according to N number of corresponding lists, scoring list can be formed., can after list of scoring is formed
In order to the use in subsequent process.
| Picture processing applicating category | Image category 1 | … | Image category M |
| Picture processing applies 1 | A11 | … | A1M |
| … | … | … | … |
| Picture processing application N | AN1 | … | ANM |
Table 1
Wherein, calculating the process that each picture processing scores using the usage frequency of corresponding different images classification is：Obtain
Take the corresponding access times of each picture processing application and add up to use duration；For each picture processing application, calculate
The product of access times and default value, calculate gained product and use duration sum with accumulative, obtain usage frequency scoring.
When calculating the usage frequency scoring of picture processing application, it is necessary to obtain the picture processing application counted in advance
Access times K, and obtain the accumulative of picture processing application and use duration T.Here accumulative use duration T is picture processing
Using the time span sum of each run.Obtain the access times K of picture processing application and it is accumulative using duration T it
Afterwards, the product of access times K and default value is calculated.After product value is obtained, when calculating gained product value with accumulative use
Long T sums, it is determined that gained and value are the corresponding usage frequency scoring S of picture processing application, wherein default value can root
Depending on actual demand, in embodiments of the present invention, default value here is 10, then usage frequency scoring S calculation formula
For:S=10*K+T.
After application relativity scoring and usage frequency scoring is obtained, commented according to application relativity scoring and usage frequency
Point, the picture processing application of each image category is determined, the corresponding pass established between different images classification and picture processing application
The process of system is：Application relativity scoring and usage frequency scoring sum are calculated, obtains target score value；For each image class
Not, the order according to target score value from high to low, the sequence of priority from high to low is carried out to picture processing application；For every
One image category, the corresponding relation before establishing image category and sorting between N picture processing application, N is more than or equal to 1
Integer.
Specially：After application relativity scoring and usage frequency scoring is obtained, for an image category, calculate each
Picture processing applies the application relativity scoring and usage frequency scoring sum relative to the image category, obtains target scoring
Value.After obtaining each picture processing and applying relative to the target score value of the image category, according to target score value by height
Corresponding to sequence to low order to each picture processing application progress priority from high to low, i.e. target score value are higher
Priority is higher, and both are proportionate.After the priority that each picture processing application is determined for the image category, according to excellent
N picture processing application, establishes image category before the order of first level from high to low determines sequence in the application of multiple picture processings
The corresponding relation between picture processing application with N before sequence, wherein N here is the integer more than or equal to 1.
N picture processing before wherein determining sequence in the application of multiple picture processings according to the order of priority from high to low
After, you can the corresponding relation established between the image category and picture processing application.When N value is 3, then need
Before sorting 3 picture processing application is determined in multiple picture processing applications arranged from high to low according to priority, forms sequence
Preceding 3 picture processing is using the corresponding relation with image category.Aforesaid operations are performed both by for other image categories, herein no longer
Elaborate, the corresponding relation that so far can be formed between different images classification and picture processing application.By forming different figures
, can be convenient and swift according to corresponding relation in order in subsequent operation as the corresponding relation between classification and picture processing application
Ground obtains to be applied with the Target Photo processing corresponding to target image classification, simplifies the mistake that Target Photo processing application is searched
Journey, it ensure that the usage experience of user.
In embodiments of the present invention, after the corresponding relation between different images classification and picture processing application is formed, root
According to the corresponding relation preset between different images classification and picture processing application, it may be determined that current target image classification institute
Corresponding at least Target Photo processing application, then shows corresponding with target image classification on the display interface of present image
An at least Target Photo processing application application icon.
Wherein when Target Photo processing application is multiple, it is thus necessary to determine that multiple Target Photos processing applications are corresponding to be pushed away
Recommend order；According to recommendation order, the application icon that each Target Photo processing is applied is shown on the display interface of present image.
Wherein it is determined that during the recommendation order of multiple Target Photo processing applications, application pair can be handled according to Target Photo
The target score value answered determines that i.e. target score value is higher, its corresponding recommendation order is more forward, and target score value is lower,
Its corresponding recommendation order is more rearward.Certain those skilled in the art can also determine recommendation order using other modes.This
In no longer elaborate.Below to determining that the process of recommendation order is illustrated according to target score value.
Such as：Target Photo processing application corresponding to target image classification is 3, respectively first object picture processing
Using, the second Target Photo processing application and the processing application of the 3rd Target Photo.Obtain the application of first object picture processing, the
Target score value corresponding to two Target Photos processing application and the 3rd Target Photo processing application difference, when target score value
The application of first object picture processing, the second Target Photo processing application, the processing of the 3rd Target Photo are ordered as using incremented by successively
When, then corresponding recommendation order is that the processing of the 3rd Target Photo is applied, the processing of the second Target Photo is applied, at first object picture
Ought to be with being arranged in order.
After recommendation order is determined, you can by the application icon of Target Photo processing application in display interface according to pushing away
Order is recommended to be shown.Wherein when display interface is shown, if with from left to right for preferential display order, application icon
From left to right it is arranged in order according to recommendation order, if so that from right to left for preferential display order, application icon is suitable according to recommending
Sequence is arranged in order from right to left.Wherein here preferential display order can be adjusted according to the demand of user, here no longer
It is specific to limit.If only determining a Target Photo processing application certainly, the application icon of Target Photo processing application can
Shown with the optional position in predetermined region.
By being shown according to recommendation order to application icon, can be selected in order to user at most suitable Target Photo
Ought to be with carrying out image procossing, while ensureing that image procossing is quick, it is ensured that the quality of image procossing, meet user's
Usage experience.
In embodiments of the present invention, the application of display target picture processing application is recommended on the display interface of present image
The process of icon is：Current display interface for shooting interface when, the direct predeterminable area display target picture in display interface
Handle the application icon of application；When current display interface is picture browsing interface, being shown in the predeterminable area of display interface should
With button, when applications keys receive preset touch operation, the application icon of display target picture processing application.
It is shooting interface or is picture browsing interface, it is necessary to obtain current display interface when shows application icon, if
Current display interface for shooting interface when, then can directly display interface predeterminable area according to recommendation order display target figure
The application icon of piece processing application, as shown in Figure 2.After user's shooting image, preset corresponding to the lower section of present image
The application icon 22 of the display target picture processing application of region 21, the touch control operation according to user to an application icon 22, then enters
Target Photo processing application, is handled the image of shooting corresponding to entering.
When current display interface is picture browsing interface, applications keys can be first shown in the predeterminable area of display interface,
Applications keys receive user preset touch operation when, then display target picture processing application application icon.Such as Fig. 3 a
Shown in Fig. 3 b, increase applications keys 31 at picture browsing interface, the preset touch operation of user is received in applications keys 31
When, the application icon 32 of Target Photo processing application is shown in predeterminable area 33 in the form of menus, according to user couple
The touch control operation of one application icon 32, then Target Photo processing application corresponding to entrance, is handled the image currently browsed.
By the operation screen for distinguishing different image scenes to show different, user can be avoided at picture browsing interface due to grasping by mistake
Make and the situation of target approach chart piece processing application.
As shown in figure 4, the overall flow of the embodiment of the present invention is as follows：
Step 401, carry out image category division.
Step 402, calculate application relativity scoring of each picture processing using corresponding different images classification.
Step 403, calculate usage frequency scoring of each picture processing using corresponding different images classification.
Step 404, calculate the target score value that each picture processing applies corresponding different images classification.
Step 405, the picture processing application for determining according to target score value each image category, obtain different images classification
Corresponding relation between being applied with picture processing.
Step 406, determine target image classification belonging to present image.
Step 407, Target Photo processing application corresponding to target image classification is searched in corresponding relation.
Scene corresponding to display interface is detected, when display interface is photographed scene, step 408 is performed, in display interface
For picture browsing scene when, perform step 409 and step 410.
Step 408, the application icon of display target picture processing application.
Step 409, display applications keys.
Step 410, applications keys receive preset touch operation when, display target picture processing application application drawing
Mark.
Technical solution of the present invention, by obtaining the target image classification belonging to present image, according to image category and picture
Corresponding relation between processing application, at least Target Photo processing application corresponding with target image classification is obtained, will be obtained
Target Photo processing application application icon shown in the display interface of present image, can quickly be opened in order to user
Target Photo processing application carries out image procossing, realizes the raising of user's operating efficiency, ensures the good usage experience of user.
It should be noted that the recommendation method of picture processing of embodiment of the present invention application, can also be applied to other terminals
Using, such as social networking application etc., then this is no longer described in detail.Wherein recommending the process of application can also be held by file manager
OK, the operation that user is easy in application is opened while recommending.
The embodiment of the present invention also provides a kind of mobile terminal, as shown in figure 5, including：
Acquisition module 10, for obtaining the target image classification belonging to present image；
Determining module 20, for the corresponding relation applied according to different images classification set in advance and picture processing, really
Fixed at least Target Photo processing application corresponding with target image classification；
Display module 30, for recommending the application drawing of display target picture processing application on the display interface of present image
Mark.
Wherein, acquisition module 10 includes：
First acquisition submodule 11, for carrying out image recognition to present image, obtain the picture material of present image；
Determination sub-module 12, for the target image classification belonging to determining present image according to picture material.
Wherein, mobile terminal also includes：
First computing module 40, for before the target image classification belonging to the acquisition present image of acquisition module 10, counting
Each picture processing is calculated to score using the application relativity of corresponding different images classification；
Second computing module 50, commented for calculating each picture processing using the usage frequency of corresponding different images classification
Point；
Processing module 60, for being scored according to application relativity scoring and usage frequency, determine the figure of each image category
Piece processing application, the corresponding relation established between different images classification and picture processing application.
Wherein, the second computing module 50 includes：
Second acquisition submodule 51, for obtaining the corresponding access times of each picture processing application and accumulative use
Duration；
Submodule 52 is handled, for for each picture processing application, calculating the product of access times and default value, counting
Calculate gained product and use duration sum with accumulative, obtain usage frequency scoring.
Wherein, processing module 60 includes：
Calculating sub module 61, for calculating application relativity scoring and usage frequency scoring sum, obtain target score value；
Sorting sub-module 62, for for each image category, according to the order of target score value from high to low, to picture
Processing application carries out the sequence of priority from high to low；
Setting up submodule 63, for for each image category, establishing image category and the picture processing application of N before sequence
Between corresponding relation, N is integer more than or equal to 1.
Wherein, display module 30 includes：
First display sub-module 31, for current display interface for shooting interface when, directly in the default of display interface
The application icon of region display target processing application；
Second display sub-module 32, for when current display interface is picture browsing interface, in the default of display interface
Region shows applications keys, when applications keys receive preset touch operation, the application drawing of display target picture processing application
Mark.
Mobile terminal provided in an embodiment of the present invention can realize that mobile terminal is realized in Fig. 1 and Fig. 4 embodiment of the method
Each process, to avoid repeating, repeat no more here.By obtaining the target image classification belonging to present image, according to figure
As the corresponding relation between classification and picture processing application, at least Target Photo processing corresponding with target image classification is obtained
Using the application icon that the Target Photo of acquisition is handled to application is shown in the display interface of present image, can be in order to
User quickly opens Target Photo processing application and carries out image procossing, realizes the raising of user's operating efficiency, ensures that user is good
Usage experience.
Fig. 6 is a kind of hardware architecture diagram for the mobile terminal for realizing each embodiment of the present invention, the mobile terminal 600
Including but not limited to：It is radio frequency unit 601, mixed-media network modules mixed-media 602, audio output unit 603, input block 604, sensor 605, aobvious
Show the parts such as unit 606, user input unit 607, interface unit 608, memory 609, processor 610 and power supply 611.
It will be understood by those skilled in the art that the mobile terminal structure shown in Fig. 6 does not form the restriction to mobile terminal, it is mobile whole
End can be included than illustrating more or less parts, either combine some parts or different parts arrangement.In the present invention
In embodiment, mobile terminal includes but is not limited to mobile phone, tablet personal computer, notebook computer, palm PC, car-mounted terminal, can worn
Wear equipment and pedometer etc..
Wherein, processor 610 is used for：Obtain the target image classification belonging to present image；According to difference set in advance
Image category and the corresponding relation of picture processing application, it is determined that an at least Target Photo corresponding with target image classification processing should
With；Recommend the application icon of display target picture processing application on the display interface of present image.
Optionally, when obtaining the target image classification belonging to present image, processor 610 is additionally operable to perform following step
Suddenly：Image recognition is carried out to present image, obtains the picture material of present image；According to belonging to picture material determines present image
Target image classification.
Optionally, before obtaining the target image classification belonging to present image, processor 610 is additionally operable to perform following step
Suddenly：Each picture processing is calculated to score using the application relativity of corresponding different images classification；Calculating each picture processing should
Scored with the usage frequency of corresponding different images classification；According to application relativity scoring and usage frequency scoring, determine each
The picture processing application of image category, the corresponding relation established between different images classification and picture processing application.
Optionally, calculate each picture processing using corresponding different images classification usage frequency scoring when, processor
610 are additionally operable to perform following steps：Obtain the corresponding access times of each picture processing application and add up to use duration；Pin
To each picture processing application, calculate the product of access times and default value, calculate gained product with it is accumulative using duration it
With, obtain usage frequency scoring.
Optionally, scored according to application relativity scoring and usage frequency, determine that the picture processing of each image category should
With when establishing the corresponding relation between different images classification and picture processing application, processor 610 is additionally operable to perform following step
Suddenly：Application relativity scoring and usage frequency scoring sum are calculated, obtains target score value；For each image category, according to
The order of target score value from high to low, the sequence of priority from high to low is carried out to picture processing；For each image category,
Corresponding relation before establishing image category and sorting between N picture processing application, N are the integer more than or equal to 1.
Optionally, when recommending the application icon of display target picture processing application on the display interface of present image, place
Reason device 610 is additionally operable to perform following steps：Current display interface for shooting interface when, the direct predeterminable area in display interface
The application icon of display target picture processing application；When current display interface is picture browsing interface, in the pre- of display interface
If region shows applications keys, when applications keys receive preset touch operation, the application of display target picture processing application
Icon.
By obtaining the target image classification belonging to present image, according to pair between image category and picture processing application
It should be related to, obtain at least Target Photo processing application corresponding with target image classification, should by the Target Photo processing of acquisition
Application icon is shown in the display interface of present image, and Target Photo processing application can be quickly opened in order to user
Image procossing is carried out, realizes the raising of user's operating efficiency, ensures the good usage experience of user.
It should be understood that in the embodiment of the present invention, radio frequency unit 601 can be used for receiving and sending messages or communication process in, signal
Reception and transmission, specifically, by from base station downlink data receive after, handled to processor 610；In addition, will be up
Data are sent to base station.Generally, radio frequency unit 601 includes but is not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, radio frequency unit 601 can also by wireless communication system and network and other set
Standby communication.
Mobile terminal has provided the user wireless broadband internet by mixed-media network modules mixed-media 602 and accessed, and such as helps user to receive
Send e-mails, browse webpage and access streaming video etc..
Audio output unit 603 can be receiving by radio frequency unit 601 or mixed-media network modules mixed-media 602 or in memory 609
It is sound that the voice data of storage, which is converted into audio signal and exported,.Moreover, audio output unit 603 can also be provided and moved
The audio output for the specific function correlation that dynamic terminal 600 performs is (for example, call signal receives sound, message sink sound etc.
Deng).Audio output unit 603 includes loudspeaker, buzzer and receiver etc..
Input block 604 is used to receive audio or video signal.Input block 604 can include graphics processor
(Graphics Processing Unit, GPU) 6041 and microphone 6042, graphics processor 6041 is in video acquisition mode
Or the static images or the view data of video obtained in image capture mode by image capture apparatus (such as camera) are carried out
Reason.Picture frame after processing may be displayed on display unit 606.Picture frame after the processing of graphics processor 6041 can be deposited
Storage is transmitted in memory 609 (or other storage mediums) or via radio frequency unit 601 or mixed-media network modules mixed-media 602.Mike
Wind 6042 can receive sound, and can be voice data by such acoustic processing.Voice data after processing can be
The form output of mobile communication base station can be sent to via radio frequency unit 601 by being converted in the case of telephone calling model.
Mobile terminal 600 also includes at least one sensor 605, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity transducer, wherein, ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 6061, and proximity transducer can close when mobile terminal 600 is moved in one's ear
Display panel 6061 and/or backlight.As one kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axles) size of acceleration, size and the direction of gravity are can detect that when static, available for identification mobile terminal posture (ratio
Such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap)；Pass
Sensor 605 can also include fingerprint sensor, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer, wet
Meter, thermometer, infrared ray sensor etc. are spent, will not be repeated here.
Display unit 606 is used for the information for showing the information inputted by user or being supplied to user.Display unit 606 can wrap
Display panel 6061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode can be used
Forms such as (Organic Light-Emitting Diode, OLED) configures display panel 6061.
User input unit 607 can be used for the numeral or character information for receiving input, and produce the use with mobile terminal
The key signals input that family is set and function control is relevant.Specifically, user input unit 607 include contact panel 6071 and
Other input equipments 6072.Contact panel 6071, also referred to as touch-screen, collect touch operation of the user on or near it
(for example user uses any suitable objects or annex such as finger, stylus on contact panel 6071 or in contact panel 6071
Neighbouring operation).Contact panel 6071 may include both touch detecting apparatus and touch controller.Wherein, touch detection
Device detects the touch orientation of user, and detects the signal that touch operation is brought, and transmits a signal to touch controller；Touch control
Device processed receives touch information from touch detecting apparatus, and is converted into contact coordinate, then gives processor 610, receiving area
Manage the order that device 610 is sent and performed.It is furthermore, it is possible to more using resistance-type, condenser type, infrared ray and surface acoustic wave etc.
Type realizes contact panel 6071.Except contact panel 6071, user input unit 607 can also include other input equipments
6072.Specifically, other input equipments 6072 can include but is not limited to physical keyboard, function key (such as volume control button,
Switch key etc.), trace ball, mouse, action bars, will not be repeated here.
Further, contact panel 6071 can be covered on display panel 6061, when contact panel 6071 is detected at it
On or near touch operation after, send processor 610 to determine the type of touch event, be followed by subsequent processing device 610 according to touch
The type for touching event provides corresponding visual output on display panel 6061.Although in figure 6, contact panel 6071 and display
Panel 6061 is the part independent as two to realize the input of mobile terminal and output function, but in some embodiments
In, can be integrated by contact panel 6071 and display panel 6061 and realize input and the output function of mobile terminal, it is specific this
Place does not limit.
Interface unit 608 is the interface that external device (ED) is connected with mobile terminal 600.For example, external device (ED) can include
Line or wireless head-band earphone port, external power source (or battery charger) port, wired or wireless FPDP, storage card end
Mouth, port, audio input/output (I/O) port, video i/o port, earphone end for connecting the device with identification module
Mouthful etc..Interface unit 608 can be used for receive the input (for example, data message, electric power etc.) from external device (ED) and
One or more elements that the input received is transferred in mobile terminal 600 can be used in the He of mobile terminal 600
Data are transmitted between external device (ED).
Memory 609 can be used for storage software program and various data.Memory 609 can mainly include storing program area
And storage data field, wherein, storing program area can storage program area, application program (such as the sound needed at least one function
Sound playing function, image player function etc.) etc.；Storage data field can store according to mobile phone use created data (such as
Voice data, phone directory etc.) etc..In addition, memory 609 can include high-speed random access memory, can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 610 is the control centre of mobile terminal, utilizes each of various interfaces and the whole mobile terminal of connection
Individual part, by running or performing the software program and/or module that are stored in memory 609, and call and be stored in storage
Data in device 609, the various functions and processing data of mobile terminal are performed, so as to carry out integral monitoring to mobile terminal.Place
Reason device 610 may include one or more processing units；Preferably, processor 610 can integrate application processor and modulatedemodulate is mediated
Device is managed, wherein, application processor mainly handles operating system, user interface and application program etc., and modem processor is main
Handle radio communication.It is understood that above-mentioned modem processor can not also be integrated into processor 610.
Mobile terminal 600 can also include the power supply 611 (such as battery) to all parts power supply, it is preferred that power supply 611
Can be logically contiguous by power-supply management system and processor 610, so as to realize management charging by power-supply management system, put
The function such as electricity and power managed.
In addition, mobile terminal 600 includes some unshowned functional modules, will not be repeated here.
Preferably, the embodiment of the present invention also provides a kind of mobile terminal, including processor 610, memory 609, is stored in
On memory 609 and the computer program that can be run on the processor 610, the computer program are performed by processor 610
Each process of embodiment of the method is recommended in the above-mentioned applications of Shi Shixian, and can reach identical technique effect, to avoid repeating, here
Repeat no more.
The embodiment of the present invention also provides a kind of computer-readable recording medium, and meter is stored with computer-readable recording medium
Calculation machine program, the computer program realize that each process of embodiment of the method, and energy are recommended in above-mentioned application when being executed by processor
Reach identical technique effect, to avoid repeating, repeat no more here.Wherein, described computer-readable recording medium, such as only
Read memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, abbreviation
RAM), magnetic disc or CD etc..
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property includes, so that process, method, article or device including a series of elements not only include those key elements, and
And also include the other element being not expressly set out, or also include for this process, method, article or device institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including this
Other identical element also be present in the process of key element, method, article or device.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on such understanding, technical scheme is substantially done to prior art in other words
Going out the part of contribution can be embodied in the form of software product, and the computer software product is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), including some instructions to cause a station terminal (can be mobile phone, computer, service
Device, air conditioner, or network equipment etc.) perform method described in each embodiment of the present invention.
Embodiments of the invention are described above in conjunction with accompanying drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned embodiment is only schematical, rather than restricted, one of ordinary skill in the art
Under the enlightenment of the present invention, in the case of present inventive concept and scope of the claimed protection is not departed from, it can also make a lot
Form, belong within the protection of the present invention.
Claims (14)
1. one kind applies recommendation method, it is characterised in that including：
Obtain the target image classification belonging to present image；
The corresponding relation applied according to different images classification set in advance and picture processing, it is determined that with the target image classification
Corresponding at least Target Photo processing application；
Recommend to show the application icon that the Target Photo processing is applied on the display interface of the present image.
2. method is recommended in application according to claim 1, it is characterised in that obtains the target image class belonging to present image
Other step includes：
Image recognition is carried out to the present image, obtains the picture material of the present image；
The target image classification according to belonging to described image content determines the present image.
3. method is recommended in application according to claim 1, it is characterised in that obtains the target image class belonging to present image
Before not, methods described also includes：
Each picture processing is calculated to score using the application relativity of corresponding different images classification；
Each picture processing is calculated to score using the usage frequency of corresponding different images classification；
According to application relativity scoring and usage frequency scoring, determine that the picture processing of each image category should
With the corresponding relation established between different images classification and picture processing application.
4. method is recommended in application according to claim 3, it is characterised in that calculates each picture processing using relative
The step of answering the usage frequency of different images classification to score includes：
Obtain the corresponding access times of each picture processing application and add up to use duration；
For each picture processing application, the product of access times and default value is calculated, calculates gained product with adding up
Using duration sum, the usage frequency scoring is obtained.
5. method is recommended in application according to claim 3, it is characterised in that is scored according to the application relativity and described
Usage frequency scores, and determines the picture processing application of each image category, establishes at different images classification and the picture
The step of corresponding relation between ought to using, includes：
The application relativity scoring and usage frequency scoring sum are calculated, obtains target score value；
For each image category, according to the order of the target score value from high to low, row major is entered to the picture processing
The sequence of level from high to low；
For each image category, the corresponding relation before establishing image category and sorting between N picture processing application, N
For the integer more than or equal to 1.
6. method is recommended in application according to claim 1, it is characterised in that is above pushed away in the display interface of the present image
The step of recommending the application icon for showing the Target Photo processing application includes：
When current display interface is shoots interface, directly show that the Target Photo processing should in the predeterminable area of display interface
Application icon；
When current display interface is picture browsing interface, applications keys are shown in the predeterminable area of display interface, are answered described
When receiving preset touch operation with button, the application icon of the Target Photo processing application is shown.
A kind of 7. mobile terminal, it is characterised in that including：
Acquisition module, for obtaining the target image classification belonging to present image；
Determining module, for the corresponding relation applied according to different images classification set in advance and picture processing, it is determined that and institute
State at least Target Photo processing application corresponding to target image classification；
Display module, for recommending to show the application that the Target Photo processing is applied on the display interface of the present image
Icon.
8. mobile terminal according to claim 7, it is characterised in that the acquisition module includes：
First acquisition submodule, for carrying out image recognition to the present image, obtain the picture material of the present image；
Determination sub-module, for the target image classification belonging to determining the present image according to described image content.
9. mobile terminal according to claim 7, it is characterised in that the mobile terminal also includes：
First computing module, for before the target image classification belonging to acquisition module acquisition present image, calculating every
One picture processing scores using the application relativity of corresponding different images classification；
Second computing module, commented for calculating each picture processing using the usage frequency of corresponding different images classification
Point；
Processing module, for being scored according to application relativity scoring and the usage frequency, determine each image category
The picture processing application, the corresponding relation established between different images classification and picture processing application.
10. mobile terminal according to claim 9, it is characterised in that second computing module includes：
Second acquisition submodule, when applying corresponding access times and accumulative use for obtaining each picture processing
It is long；
Submodule is handled, for for each picture processing application, calculating the product of access times and default value, calculating
Gained product uses duration sum with accumulative, obtains the usage frequency scoring.
11. mobile terminal according to claim 9, it is characterised in that the processing module includes：
Calculating sub module, for calculating the application relativity scoring and usage frequency scoring sum, obtain target scoring
Value；
Sorting sub-module, for for each image category, according to the order of the target score value from high to low, to the figure
Piece processing application carries out the sequence of priority from high to low；
Setting up submodule, for for each image category, establishing image category and the picture processing of N before sequence applying it
Between corresponding relation, N is integer more than or equal to 1.
12. mobile terminal according to claim 7, it is characterised in that the display module includes：
First display sub-module, for when current display interface is shoots interface, directly showing in the predeterminable area of display interface
Show the application icon of the target processing application；
Second display sub-module, for when current display interface is picture browsing interface, showing in the predeterminable area of display interface
Show applications keys, when the applications keys receive preset touch operation, show the application of the Target Photo processing application
Icon.
A kind of 13. mobile terminal, it is characterised in that including：Memory, processor and storage are on a memory and can be in processor
The computer program of upper operation, realized described in the computing device during computer program as described in any one of claim 1 to 6
Using the step in recommendation method.
14. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the program is by processor
During execution realize as described in any one of claim 1 to 6 using the step in recommendation method.
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|---|---|---|---|
| CN201710905784.6A CN107728877B (en) | 2017-09-29 | 2017-09-29 | Application recommendation method and mobile terminal |
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