CN107155000A - One kind is taken pictures behavior analysis method, device and mobile terminal - Google Patents
One kind is taken pictures behavior analysis method, device and mobile terminal Download PDFInfo
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- CN107155000A CN107155000A CN201710253002.5A CN201710253002A CN107155000A CN 107155000 A CN107155000 A CN 107155000A CN 201710253002 A CN201710253002 A CN 201710253002A CN 107155000 A CN107155000 A CN 107155000A
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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
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/80—Camera processing pipelines; Components thereof
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Abstract
The present invention is applied to communication technical field and taken pictures behavior analysis method, device and mobile terminal there is provided one kind, and the behavior analysis method of taking pictures includes：When startup camera is taken pictures, take pictures parameter and/or the information of captured image of the camera are obtained；According to take pictures parameter and/or the information of the captured image, the behavior of taking pictures to user is analyzed, and obtains analysis result；Form of taking pictures is generated according to the analysis result, wherein, the form of taking pictures includes the analysis result and the corresponding suggestion of taking pictures of the analysis result.It can be easy to provide corresponding suggestion of taking pictures according to the custom of taking pictures of user by the present invention, improve quality of taking pictures.
Description
Technical field
The invention belongs to communication technical field, more particularly to one kind is taken pictures behavior analysis method, device and mobile terminal.
Background technology
With the constantly improve of the function of mobile terminal (such as mobile phone, tablet personal computer), camera function has become shifting
One of Core Feature of dynamic terminal, increasing user is taken pictures using mobile terminal.But it is that gate technique is lived to take pictures, no
It is easily mastered.The user being typically different custom of taking pictures is different, and bad custom of taking pictures often leads to take pictures, and effect is undesirable, take pictures
It is of low quality.
Therefore, it is necessary to a kind of new technical scheme is proposed, to solve above-mentioned technical problem.
The content of the invention
In view of this, taken pictures behavior analysis method, device and mobile terminal the embodiments of the invention provide one kind, in order to
Corresponding suggestion of taking pictures is provided according to the custom of taking pictures of user, quality of taking pictures is improved.
The first aspect of the embodiment of the present invention is taken pictures behavior analysis method, the behavior analysis method of taking pictures there is provided one kind
Including：
When startup camera is taken pictures, take pictures parameter and/or the information of captured image of the camera are obtained；
According to take pictures parameter and/or the information of the captured image, the behavior of taking pictures to user is analyzed,
Obtain analysis result；
Form of taking pictures is generated according to the analysis result, wherein, the form of taking pictures includes the analysis result and institute
State the corresponding suggestion of taking pictures of analysis result.
The second aspect of the embodiment of the present invention is taken pictures behavioural analysis device, the behavioural analysis device of taking pictures there is provided one kind
Including：
Acquisition module, for when starting camera and being taken pictures, the parameter and/or captured of taking pictures of the acquisition camera
The information of image；
Behavioural analysis module, for the information of taken pictures according to parameter and/or the captured image, to user's
The behavior of taking pictures is analyzed, and obtains analysis result；
Report generation module, for generating form of taking pictures according to the analysis result, wherein, the form of taking pictures includes institute
State analysis result and the corresponding suggestion of taking pictures of the analysis result.
The third aspect of the embodiment of the present invention provides a kind of mobile terminal, including memory, processor and is stored in
In the memory and the computer program that can run on the processor, described in the computing device during computer program
Realize following steps：
When startup camera is taken pictures, take pictures parameter and/or the information of captured image of the camera are obtained；
According to take pictures parameter and/or the information of the captured image, the behavior of taking pictures to user is analyzed,
Obtain analysis result；
Form of taking pictures is generated according to the analysis result, wherein, the form of taking pictures includes the analysis result and institute
State the corresponding suggestion of taking pictures of analysis result.
The fourth aspect of the embodiment of the present invention provides a kind of computer-readable storage medium, and the computer-readable storage medium can be with
It is non-volatile, be stored with computer program on the computer-readable storage medium, the computer program is by one or many
Individual processor can realize the methods described that above-mentioned first aspect is provided when reading and performing.
The beneficial effect that the embodiment of the present invention exists compared with prior art is：The embodiment of the present invention is by starting camera
When being taken pictures, obtain take pictures parameter and/or the information of captured image of the camera, and according to this take pictures parameter and/or
The information of captured image, the behavior of taking pictures to user is analyzed, and obtains analysis result, is generated and clapped according to the analysis result
According to form, so as to can realize by checking the form of taking pictures, the custom of taking pictures of user is understood, and mobile terminal can be according to user
Custom of taking pictures corresponding suggestion of taking pictures is provided, raising is taken pictures quality.
Brief description of the drawings
Technical scheme in order to illustrate the embodiments of the present invention more clearly, below will be to embodiment or description of the prior art
In required for the accompanying drawing that uses be briefly described, it should be apparent that, drawings in the following description are only some of the present invention
Embodiment, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these
Accompanying drawing obtains other accompanying drawings.
Fig. 1 is a kind of implementation process figure for behavior analysis method of taking pictures that the embodiment of the present invention one is provided；
Fig. 2 is a kind of implementation process figure for behavior analysis method of taking pictures that the embodiment of the present invention two is provided；
Fig. 3 is a kind of structured flowchart for behavioural analysis device of taking pictures that the embodiment of the present invention three is provided；
Fig. 4 is a kind of structured flowchart for behavioural analysis device of taking pictures that the embodiment of the present invention four is provided；
Fig. 5 is a kind of structured flowchart for mobile terminal that the embodiment of the present invention five is provided.
Embodiment
In describing below, in order to illustrate rather than in order to limit, it is proposed that such as tool of particular system structure, technology etc
Body details, thoroughly to understand the embodiment of the present invention.However, it will be clear to one skilled in the art that there is no these specific
The present invention can also be realized in the other embodiments of details.In other situations, omit to well-known system, device, electricity
Road and the detailed description of method, in case unnecessary details hinders description of the invention.
It should be appreciated that ought be in this specification and in the appended claims in use, term " comprising " indicates described spy
Levy, entirety, step, operation, the presence of element and/or component, but be not precluded from one or more of the other feature, entirety, step,
Operation, element, component and/or its presence or addition for gathering.
It is also understood that the term used in this description of the invention is merely for the sake of the mesh for describing specific embodiment
And be not intended to limit the present invention.As used in description of the invention and appended claims, unless on
Other situations are hereafter clearly indicated, otherwise " one " of singulative, " one " and "the" are intended to include plural form.
It will be further appreciated that, the term "and/or" used in description of the invention and appended claims is
Refer to any combinations of one or more of the associated item listed and be possible to combination, and including these combinations.
As used in this specification and in the appended claims, term " if " can be according to context quilt
Be construed to " when ... " or " once " or " in response to determining " or " in response to detecting ".Similarly, phrase " if it is determined that " or
" if detecting [described condition or event] " can be interpreted to mean according to context " once it is determined that " or " in response to true
It is fixed " or " once detecting [described condition or event] " or " in response to detecting [described condition or event] ".
In the specific implementation, the mobile terminal described in the embodiment of the present invention is including but not limited to such as with the sensitive table of touch
Mobile phone, laptop computer or the tablet PC in face (for example, touch-screen display and/or touch pad) etc it is other
Portable set.It is to be further understood that in certain embodiments, the equipment not portable communication device, but have
The desktop computer of touch sensitive surface (for example, touch-screen display and/or touch pad).
In discussion below, the mobile terminal including display and touch sensitive surface is described.However, should manage
Solution, one or more of the other physical User that mobile terminal can include such as physical keyboard, mouse and/or control-rod connects
Jaws equipment.
Mobile terminal supports various application programs, such as one or more of following：Drawing application program, demonstration application
Program, word-processing application, website establishment application program, disk imprinting application program, spreadsheet applications, game are answered
With program, telephony application, videoconference application, email application, instant messaging applications, forging
Refining supports application program, photo management application program, digital camera application program, digital camera application program, web-browsing should
With program, digital music player application and/or video frequency player application program.
The various application programs that can be performed on mobile terminals can use at least one of such as touch sensitive surface
Public physical user-interface device.It can be adjusted among applications and/or in corresponding application programs and/or change touch is quick
Feel the corresponding information shown in the one or more functions and terminal on surface.So, terminal public physical structure (for example,
Touch sensitive surface) the various application programs with user interface directly perceived and transparent for a user can be supported.
In order to illustrate technical solutions according to the invention, illustrated below by specific embodiment.
It is a kind of implementation process figure for behavior analysis method of taking pictures that the embodiment of the present invention one is provided, this is taken pictures referring to Fig. 1
Behavior analysis method is applied to mobile terminal, and the behavior analysis method of taking pictures may comprise steps of as shown in the figure：
Step S101, when startup camera is taken pictures, obtains take pictures parameter and/or the captured image of the camera
Information.
In embodiments of the present invention, step S101 can refer to after camera in starting mobile terminal, if detecting to clapping
According to the clicking operation of shooting button in interface, then take pictures parameter and/or the information of captured image of the camera are obtained.Its
In, the shooting button can refer to that triggering shoots the icon of instruction.
It should be noted that camera can automatically adjust taking pictures for camera according to the difference of photographed scene in mobile terminal
Parameter.I.e. for different photographed scenes, the parameter of taking pictures of camera may be different, to ensure the effect of the photo captured by camera
It is ideal.The photographed scene includes but is not limited to portrait scene, landscape scene, night scene scene, moving scene etc., can also
Different photographed scenes are divided according to the intensity of light.When the parameter of taking pictures includes but is not limited to sensitivity ISO values and shutter
It is long.For example, under dark photographed scene, in order to obtain the photo that image quality is relatively good, camera sets higher ISO values automatically.
Therefore, when photographed scene is different, the parameter of taking pictures of the camera acquired in step S101 may also be different.
Wherein, ISO is International Organization for Standardization abbreviation, is international
The English abbreviation of normal structure, the film (film or image inductor) of this organization prescribed is in the sensitivity ISO of light
Literary fame claims can be understood as：Sensitivity.The shutter duration refers to that camera control light enters the set of time of camera lens, during shutter
Length is shorter, and the light into camera lens is fewer, and shutter duration is longer, and the light into camera lens is more.
The captured image can be that the camera is clapped according to parameters on target scene of being taken pictures in step S101
The photo obtained when taking the photograph.Wherein, the target scene can refer to that user wants any scene shot.Captured by described
The information of image includes but is not limited to predeterminated position in the brightness value and the captured image of the captured image
Color contrast between neighbor pixel.The brightness value of the captured image can refer in the captured image
The average brightness value of all pixels point, that is, obtain the brightness value corresponding to all pixels point in the captured image, by institute
There is the corresponding brightness value of pixel to be added up, the number of pixel, institute in the value divided by the captured image after adding up
Obtained value can be set as the brightness value of the captured image.Wherein, the quantity of the predeterminated position can be one
Or it is multiple.It should be noted that each predeterminated position refers to the position of two adjacent pixels, user can be with sets itself
Each predeterminated position.Such as captured by the camera pixel of image is distributed as 8 × 8 matrixes, sets three predeterminated positions, this three
Individual predeterminated position is respectively the row of the first row the 3rd and the 4th row, the row of fourth line the 5th and the row of fifth line the 5th, the row of the 7th row the 6th
With the 7th row the 7th row.
Step S102, according to parameter and/or the information of the captured image, the behavior of taking pictures to user of taking pictures
Analyzed, obtain analysis result.
In embodiments of the present invention, can be according to the information of take pictures parameter and the captured image to user's
The behavior of taking pictures is analyzed, and analyzes whether the user can cause the image exposure captured by camera not enough in the behavior of taking pictures.Need
Illustrate, when being taken pictures using mobile terminal, the problem of be not in generally over-exposed, therefore in the present invention may be used
The problem of not consider over-exposed.
As another embodiment, the behavior of taking pictures according to the information of the captured image to user is analyzed, point
Whether analyse the behavior of taking pictures of the user can cause the image focus captured by camera.Facial image is included in captured image
When, whether the composition of the facial image is whether the behavior of taking pictures of preferable composition, the i.e. user can cause captured by camera
Image deviates visual focus.Wherein, visual focus refers to that user is quickly captured in limited visual line of sight to be thought to attract certainly
The region of body eyeball.
The mode of composition commonly used when camera is taken pictures includes symmetrical expression composition and golden section composition.Symmetrical expression composition is typically
By target object (i.e. subject) be placed in picture center, with balance, stably, mutually echo the characteristics of, be usually used in performance
Symmetrical object, building, object of mannerism etc..The basic theories of golden section composition derives from golden ratio 1:0.618
Or 1.618:1, golden section proportion is introduced in photography can allow taken pictures image (i.e. photo) to feel nature, comfortably,
Audience can more be attracted.For example, famous painting " Mona Lisa ", " The Last Supper " and " birth of Venus " etc. all meet gold point
The ratio cut.The most frequently used golden section composition includes golden spiral and gold nine grids.Golden spiral utilizes Fibonacci number
Each numeral of row is square one by one as length composition, and a succession of angle steel joint on square can form a road
Footpath, the picture for leading audience to be appreciated in most natural mode in framework.Gold nine grids are up and down with Huang picture
Gold is split to make four lines, that is, constitutes nine grids, four points crossed in four lines of nine grids are that the vision of people is most quick
The position of sense.
As another embodiment, analyzed according to the take pictures behavior of the parameter to user of taking pictures, analysis user is clapping
According to when whether occur hand shaking behavior.
Step S103, form of taking pictures is generated according to the analysis result, wherein, the form of taking pictures includes the analysis knot
Fruit and the corresponding suggestion of taking pictures of the analysis result.
In embodiments of the present invention, take pictures behavioural analysis option, user can be set in the interface of taking pictures of mobile terminal
It can start the behavior of taking pictures when user selects "Yes" by choosing whether to need to start the behavioural analysis function of taking pictures
Analytic function, and from the analysis result of the behavior of taking pictures when current time, start recording user was taken pictures in preset time,
And the analysis result and the take pictures suggestion corresponding with the analysis result are stored in the form of taking pictures.In mobile terminal
Analysis user takes pictures duration of behavior when reaching preset time, obtains point of the behavior of taking pictures to user in preset time
Result is analysed, and generates and takes pictures form, form of taking pictures to user can be sent to by the form of short message, pop-up or label,
Or in the clicking operation for form of being taken pictures in detecting user to interface of taking pictures, the bat is shown in the current interface of mobile terminal
According to form.
Wherein, the preset time can refer to the duration for analyzing the behavior of taking pictures of user, and such as one month, i.e. analysis are used
Take pictures behavior of the family at one month.The analysis result includes but is not limited to that captured image exposure is excessive, out of focus, deviates and regards
Feel that hand shaking behavior etc. occurs when taking pictures for focus and user.Optionally, the level of taking pictures for knowing itself for the ease of user is
It is no to be improved, once photo taking form can be generated every preset time, for example, every month is all carried out to the behavior of taking pictures of user
Analysis, and form of taking pictures is generated according to analysis result.
In embodiments of the present invention, analysis result pass corresponding with suggestion of taking pictures can be pre-set before step S101
System, the different suggestion of taking pictures of different analysis result correspondences.Such as image exposure excessively corresponding suggestion of taking pictures could be arranged to
Light filling is carried out using ambient light when taking pictures；The corresponding suggestion of taking pictures of image focus could be arranged to the progress pair when taking pictures
It is burnt；Deviate the position that the corresponding suggestion of taking pictures of visual focus could be arranged to control face when taking pictures；User sends out when taking pictures
Green hand trembles the corresponding suggestion of taking pictures of behavior and could be arranged to take hand shaking indemnifying measure when taking pictures, for example, being used when taking pictures
Tripod carries out scene light filling, so as to improve shutter speed, it is to avoid hand shaking behavior.
Optionally, the parameter of taking pictures includes sensitivity ISO values；The information of the captured image includes described clapped
The brightness value for the image taken the photograph；
The information of parameter of being taken pictures described in the basis and the captured image, the behavior of taking pictures to user is analyzed
Including：
If the ISO values are more than default sensitivity threshold value, and the brightness value of the captured image is less than predetermined luminance
Threshold value, it is determined that analysis result is not enough for the captured image exposure；
It is described to be included according to analysis result generation form of taking pictures：
If the not enough number of times of image exposure is more than the first predetermined threshold value in preset time, deposited in the form of taking pictures
Store up image exposure deficiency and the not enough corresponding suggestion of taking pictures for carrying out light filling using ambient light when taking pictures of the image exposure.
When in embodiments of the present invention, due to being taken pictures using the camera of mobile terminal, captured image is general not
Over-exposed situation occurs, it can be considered that the ISO values in captured image are less than or equal to default sensitivity
When the brightness value of threshold value and/or captured image is more than or equal to predetermined luminance threshold value, the exposure of the image captured by camera
Light is normal, and without providing a user corresponding suggestion of taking pictures, and user still can be according to the habit of taking pictures of itself when subsequently taking pictures
It is used to be taken pictures.
Optionally, the information of the captured image includes the adjacent pixel of predeterminated position in the captured image
The color contrast of point；
The information according to the captured picture, the behavior progress analysis of taking pictures to user includes：
If the color contrast is less than default contrast threshold, it is determined that analysis result is lost for the captured image
It is burnt；
It is described to be included according to analysis result generation form of taking pictures：
If the number of times of image focus is more than the second predetermined threshold value, the storage figure in the form of taking pictures in preset time
As the corresponding suggestion of taking pictures focused when taking pictures of the out of focus and image focus.
In embodiments of the present invention, when the quantity of predeterminated position is one, the adjacent pixel of a predetermined position
The color contrast of point is the color contrast of the neighbor pixel of predeterminated position in captured image；When predeterminated position
When quantity is multiple, the average value of the color contrast of the neighbor pixel of the plurality of predetermined position is captured image
The color contrast of the neighbor pixel of middle predeterminated position.For example, the quantity of predeterminated position is three, three predetermined position phases
The color contrast of adjacent pixel is respectively A, B and C, then in captured image the neighbor pixel of predeterminated position color pair
It is than degreeIf the color contrast of the neighbor pixel of predeterminated position is more than or equal to pre- in captured image
If contrast threshold, then it is considered that the captured image focusing is accurate.
The information of image captured by the acquisition includes：
It whether there is facial image in the captured image of detection；
If so, then obtaining the position composition of the facial image.
In embodiments of the present invention, mobile terminal, which can be detected by face recognition technology in the image captured by camera, is
It is no to there is facial image, when there is facial image in detecting captured image, the facial image is obtained captured
Whether inclined position composition in image, when there is facial image in being not detected by captured image, then terminate facial image
From the judgement flow of visual focus.
The information according to the captured image, the behavior progress analysis of taking pictures to user includes：
If the position composition of the facial image is not matched that with predeterminated position composition, it is determined that analysis result is the people
Face image deviates visual focus；
It is described to be included according to analysis result generation form of taking pictures：
If the number of times that facial image deviates visual focus in preset time is taken pictures more than the 3rd predetermined threshold value described
Storage deviates visual focus in form and the taking pictures for position of the corresponding control face when taking pictures of the deviation visual focus is built
View.
In embodiments of the present invention, the predeterminated position composition includes but is not limited to symmetrical expression composition and golden section composition
Deng.If the position composition of the facial image matches with predeterminated position composition, it is determined that the facial image is without departing from vision
Focus, without providing a user corresponding suggestion of taking pictures, and user when subsequently shooting facial image still can according to itself
Custom of taking pictures is taken pictures.
Optionally, the parameter of taking pictures includes shutter duration；Taken pictures described in the basis parameter, the behavior of taking pictures to user
Carrying out analysis includes：
If the shutter duration is more than default shutter duration, it is determined that analysis result is that hand shaking row occurs when taking pictures for user
For；
It is described to be included according to analysis result generation form of taking pictures：
If the number of times that hand shaking behavior occurs when taking pictures for user in the preset time is more than the 4th predetermined threshold value,
Store that hand shaking behavior occurs when taking pictures for user and the hand shaking behavior is corresponding takes hand when taking pictures in the form of taking pictures
Tremble the suggestion of taking pictures of compensation.
In embodiments of the present invention, in the preset time user occur when taking pictures hand shaking behavior number of times it is more,
Show user occur when taking pictures hand shaking behavior probability it is bigger；Hand shaking row occurs when taking pictures for user in the preset time
For number of times it is fewer, show user occur when taking pictures hand shaking behavior probability it is smaller.If user exists in the preset time
The number of times that hand shaking behavior occurs when taking pictures is less than or equal to the 4th predetermined threshold value, then it is considered that when taking pictures hand occurs for user
The probability for trembling behavior is smaller, can be ignored, i.e., need not provide a user the suggestion of taking pictures for avoiding hand shaking accordingly.
It should be noted that mobile terminal can start detecting camera every time in preset time, and taken pictures
When, take pictures parameter and the information of captured image of the camera can be obtained simultaneously, according to take pictures parameter and the institute of the camera
The information of the image of shooting judges whether captured image is under-exposed, according to captured by judging the information of captured image
Image it is whether out of focus, and when captured image includes facial image to judge whether the facial image deviates vision burnt
Point, judges whether user hand shaking behavior occurs when taking pictures according to the parameter of taking pictures of the camera.I.e. can when being actuated for taking pictures
The analysis of above-mentioned four kinds of situations is carried out with the behavior of taking pictures simultaneously to user.
Deviate visual focus and hair due to occurring image exposure deficiency, image focus, facial image in preset time
Green hand trembles above-mentioned four kinds of analysis results such as behavior and there may be contingency, therefore, in order to more accurately judge that user is taking pictures
When above-mentioned four kinds of analysis results whether occur, can occur in above-mentioned four kinds of analysis results each in preset time and analyze
As a result when number of times reaches corresponding predetermined threshold value, corresponding suggestion of taking pictures just is provided a user.Wherein, because each is moved
The performance of taking pictures of terminal may be different, therefore in the corresponding predetermined threshold value of number of times occurred to each analysis result (for example, figure
As under-exposed corresponding first predetermined threshold value of number of times, corresponding second predetermined threshold value of number of times of image focus, facial image
Deviate corresponding 3rd predetermined threshold value of number of times of visual focus, corresponding 4th predetermined threshold value of number of times for occurring hand shaking behavior) enter
When row is set, can accordingly it be set for each mobile terminal.For example, above-mentioned to the progress of some mobile terminal
During the setting of four predetermined threshold values, substantial amounts of image (i.e. photo) can be shot using the mobile terminal in advance and to obtain this large amount of
Image corresponding to take pictures parameter and the information of image, from substantial amounts of image, select the more satisfactory figure of shooting effect
Picture, can preset the average value of the parameter of taking pictures of selected image and the average value of the information of image as corresponding
Threshold value.For example, the average value of the ISO values of selected image is used as default sensitivity threshold value, the brightness value of selected image
Average value be used as predetermined luminance threshold value；Often there is color contrast than larger neighbor pixel in selected image
Position as predeterminated position (such as the quantity of selected image be five, wherein have four width images the first row the 3rd row and
Adjacent pixel at 4th row, the row of fourth line the 5th and the row of fifth line the 5th and the 7th row the 6th row and the 7th row the 7th row etc. three
The color contrast of point can then select above three position as predeterminated position all than larger), and by selected image
The average value of the color contrast of the neighbor pixel of predetermined position is used as default contrast threshold；Selected image it is fast
The average value of door duration is used as default shutter duration.
It should be noted that, although camera can automatically adjust camera according to the difference of photographed scene in mobile terminal
Acquisition parameters, but be due to the bad behavior of taking pictures of user, the effect that may result in captured image is undesirable, now uses
Family just can understand the custom of taking pictures of itself by checking form of taking pictures, and the suggestion of taking pictures in form of taking pictures improves itself
Level of taking pictures, so as to improve quality of taking pictures.
Further, since when photographed scene is different, the parameter of taking pictures of the camera acquired in step S101 may also be different.Therefore
In order to more accurately judge whether the behavior of taking pictures of user is bad behavior of taking pictures, default sensitivity threshold value is being set and preset
Different default sensitivity threshold values and default shutter duration can be set according to the difference of photographed scene during shutter duration.So
When whether the image captured by judgement is under-exposed, it is necessary to the scene type belonging to captured image first be obtained, according to this
Scene type obtains default sensitivity threshold value accordingly, then again enters the ISO values of captured image and the default sensitivity
Row contrast., it is necessary to first obtain the scene belonging to captured image when whether occurring hand shaking behavior when judging that user is taking pictures
It is strong, default shutter duration accordingly is obtained according to the scene type, then again by the shutter duration of captured image with being somebody's turn to do
Default shutter duration is contrasted.
The embodiment of the present invention is by when starting camera and being taken pictures, obtaining the parameter and/or captured of taking pictures of the camera
Image information, and according to take pictures parameter and/or the information of captured image, the behavior of taking pictures to user is divided
Analysis, obtains analysis result, and form of taking pictures is generated according to the analysis result, so as to can realize by checking the form of taking pictures, understands
The custom of taking pictures of user, and mobile terminal can provide corresponding suggestion of taking pictures according to the custom of taking pictures of user, and improve matter of taking pictures
Amount.
It is a kind of implementation process figure for behavior analysis method of taking pictures that the embodiment of the present invention two is provided, this is taken pictures referring to Fig. 2
Behavior analysis method is applied to mobile terminal, and the behavior analysis method of taking pictures may comprise steps of as shown in the figure：
Step S201, when startup camera is taken pictures, obtains take pictures parameter and/or the captured image of the camera
Information.
The step is identical with step S101, for details, reference can be made to step S101 associated description, will not be repeated here.
Step S202, according to parameter and/or the information of the captured image, the behavior of taking pictures to user of taking pictures
Analyzed, obtain analysis result.
The step is identical with step S102, for details, reference can be made to step S102 associated description, will not be repeated here.
Step S203, scores different analysis results respectively, corresponding with the analysis result difference for obtaining different
Fraction.
Compared to embodiment one, the form of taking pictures in the embodiment of the present invention not only includes analysis result and the analysis result
Corresponding suggestion of taking pictures, also including the scoring to each analysis result.In order to be given a mark to each analysis result, the present invention is real
The bad behavior of taking pictures of user will not only be considered by applying example, it is also contemplated that the behavior of taking pictures of user well, i.e., divide analysis result
For exposure, focusing, composition and hand shaking.
In embodiments of the present invention, mobile terminal can respectively give a mark to different analysis results, can be in advance
Each analysis result sets a fraction range.For example, the fraction range of each analysis result is both configured to 0~5 point, image exposes
Light normally could be arranged to 5 points, and corresponding fraction is set in the range of 0~4 according to under-exposed degree, under-exposed tighter
Weight, corresponding fraction is lower.Focusing accurately may be configured as 5 points, set corresponding point in the range of 0~4 according to degree out of focus
Number, out of focus more serious, corresponding fraction is lower.For composition, facial image could be arranged to 5 points, root without departing from visual focus
Corresponding fraction is set in the range of 0~4 according to the degree for deviateing visual focus, deviation visual focus is more serious, corresponding fraction
It is lower.Do not occur hand shaking behavior when user takes pictures and could be arranged to 5 points, according to the probability for occurring hand shaking behavior in the range of 0~4
Corresponding fraction is set, and the probability for occurring hand shaking behavior is bigger, and corresponding fraction is lower.
When user is taken pictures in preset time (such as one month) using mobile terminal, each analysis result may
The number of times of appearance is once or repeatedly, if once, then the fraction of the analysis result is the fraction of this analysis result；If
To be multiple, then the fraction of the analysis result for the fraction of the multiple analysis result average value.For example, in one month user
The behavior of taking pictures causes the not enough number of times of image exposure to be five times, then the not enough fraction of image exposure is this five times figures in one month
As the average value of under-exposed fraction.
For same analysis result, according to the different of the take pictures parameter related from the analysis result and/or it can be clapped
The difference of the information of image is taken the photograph, different fraction sections are divided.I.e. before step S201, set up it is different take pictures parameter and/or
The information of different captured images and the corresponding relation of different fractions.
Step S204, counts the gross score of different analysis result, and store in the form of taking pictures the gross score with
And the corresponding photographer's rank of the gross score.
In embodiments of the present invention, the statistics is when user is taken pictures in preset time, the behavior of taking pictures to user
Analyzed, the gross score of the different analysis results obtained, the different analysis results that will be obtained in step S203 can be referred to
Fraction added up, the accumulated value is gross score.Gross score and shooting rank can be pre-set before step S201
Corresponding relation, such as 0~5 point is primary photographer, and 6~10 points are intermediate photographer, and 11~15 points are senior photographer, 16
~20 points are superfine cameraman.
The analysis result of the behavior of taking pictures of user can be scored by the embodiment of the present invention, so as to judge that user belongs to
Which kind of it is stored in photographer's rank, and by the judged result in form of taking pictures, consequently facilitating user is by checking the report of taking pictures
Table, knows the photographer's rank taken pictures belonging to level of itself.
It should be understood that the size of the sequence number of each step is not meant to the priority of execution sequence, each process in above-described embodiment
Execution sequence should determine that the implementation process without tackling the embodiment of the present invention constitutes any limit with its function and internal logic
It is fixed.
Referring to Fig. 3, it is that one kind that the embodiment of the present invention three is provided is taken pictures behavioural analysis device, for convenience of description, only shows
The part related to the embodiment of the present invention is gone out.
The behavioural analysis device of taking pictures includes：
Acquisition module 31, for when starting camera and being taken pictures, the parameter and/or captured of taking pictures of the acquisition camera
Image information；
Behavioural analysis module 32, for the information of taken pictures according to parameter and/or the captured image, to user
The behavior of taking pictures analyzed, obtain analysis result；
Report generation module 33, for generating form of taking pictures according to the analysis result, wherein, the form of taking pictures includes
The analysis result and the corresponding suggestion of taking pictures of the analysis result.
Optionally, the parameter of taking pictures includes sensitivity ISO values；The information of the captured image includes described clapped
The brightness value for the image taken the photograph；
The behavioural analysis module 32, if being more than default sensitivity threshold value, and the captured figure for the ISO values
The brightness value of picture is less than predetermined luminance threshold value, it is determined that analysis result is not enough for the captured image exposure；
The report generation module 33, if the number of times not enough for the image exposure in preset time is more than the first default threshold
Value, then storage image is under-exposed and the image exposure is not enough in the form of taking pictures corresponding uses environment when taking pictures
Light carries out the suggestion of taking pictures of light filling.
The information of the captured image includes the face of the neighbor pixel of predeterminated position in the captured image
Color contrast；
The behavioural analysis module 32, if being less than default contrast threshold for the color contrast, it is determined that analysis
As a result it is the captured image focus；
The report generation module 33, if the number of times for the image focus in preset time is more than the second predetermined threshold value,
The suggestion of taking pictures that then storage image is out of focus in the form of taking pictures and the image focus is corresponding to be focused when taking pictures；
The acquisition module 31, specifically for whether there is facial image in the image captured by detection；If so, then obtaining
The position composition of the facial image；
The behavioural analysis module 32, if position composition and predeterminated position composition for the facial image not phase
Match somebody with somebody, it is determined that analysis result is that the facial image deviates visual focus；
The report generation module 33, if in preset time facial image deviate the number of times of visual focus and be more than the
Three predetermined threshold values, then storage deviates visual focus in the form of taking pictures and the deviation visual focus is corresponding when taking pictures
Control the suggestion of taking pictures of the position of face；
The parameter of taking pictures includes shutter duration；
The behavioural analysis module 32, if being more than default shutter duration for the shutter duration, it is determined that analysis result
Hand shaking behavior occurs when taking pictures for user；
The report generation module 33, if in the preset time user occur when taking pictures hand shaking behavior time
Number is more than the 4th predetermined threshold value, then is stored in the form of taking pictures when user is taking pictures and occur hand shaking behavior and the hand shaking row
For the corresponding suggestion of taking pictures for taking hand shaking indemnifying measure when taking pictures.
One kind provided in an embodiment of the present invention behavioural analysis device of taking pictures can be used in foregoing corresponding embodiment of the method
In one, details will not be repeated here referring to the description of above-described embodiment one.
Referring to Fig. 4, it is that one kind that the embodiment of the present invention four is provided is taken pictures behavioural analysis device, for convenience of description, only shows
The part related to the embodiment of the present invention is gone out.
The behavioural analysis device of taking pictures includes：
Acquisition module 41, for when starting camera and being taken pictures, the parameter and/or captured of taking pictures of the acquisition camera
Image information；
Behavioural analysis module 42, for the information of taken pictures according to parameter and/or the captured image, to user
The behavior of taking pictures analyzed, obtain analysis result；
Report generation module 43, for generating form of taking pictures according to the analysis result, wherein, the form of taking pictures includes
The analysis result and the corresponding suggestion of taking pictures of the analysis result.
Optionally, the parameter of taking pictures includes sensitivity ISO values；The information of the captured image includes described clapped
The brightness value for the image taken the photograph；
The behavioural analysis module 42, if being more than default sensitivity threshold value, and the captured figure for the ISO values
The brightness value of picture is less than predetermined luminance threshold value, it is determined that analysis result is not enough for the captured image exposure；
The report generation module 43, if the number of times not enough for the image exposure in preset time is more than the first default threshold
Value, then storage image is under-exposed and the image exposure is not enough in the form of taking pictures corresponding uses environment when taking pictures
Light carries out the suggestion of taking pictures of light filling.
The information of the captured image includes the face of the neighbor pixel of predeterminated position in the captured image
Color contrast；
The behavioural analysis module 42, if being less than default contrast threshold for the color contrast, it is determined that analysis
As a result it is the captured image focus；
The report generation module 43, if the number of times for the image focus in preset time is more than the second predetermined threshold value,
The suggestion of taking pictures that then storage image is out of focus in the form of taking pictures and the image focus is corresponding to be focused when taking pictures；
The acquisition module 41, specifically for whether there is facial image in the image captured by detection；If so, then obtaining
The position composition of the facial image；
The behavioural analysis module 42, if position composition and predeterminated position composition for the facial image not phase
Match somebody with somebody, it is determined that analysis result is that the facial image deviates visual focus；
The report generation module 43, if in preset time facial image deviate the number of times of visual focus and be more than the
Three predetermined threshold values, then storage deviates visual focus in the form of taking pictures and the deviation visual focus is corresponding when taking pictures
Control the suggestion of taking pictures of the position of face；
The parameter of taking pictures includes shutter duration；
The behavioural analysis module 42, if being more than default shutter duration for the shutter duration, it is determined that analysis result
Hand shaking behavior occurs when taking pictures for user；
The report generation module 43, if in the preset time user occur when taking pictures hand shaking behavior time
Number is more than the 4th predetermined threshold value, then is stored in the form of taking pictures when user is taking pictures and occur hand shaking behavior and the hand shaking row
For the corresponding suggestion of taking pictures for taking hand shaking indemnifying measure when taking pictures.
The report generation module 43 also includes：
Score unit 431, for scoring respectively different analysis results, is distinguished with obtaining different analysis results
Corresponding fraction；
Statistic unit 432, the gross score for counting different analysis results, and it is total in the form of taking pictures to store this
Fraction and the corresponding photographer's rank of the gross score.
One kind provided in an embodiment of the present invention behavioural analysis device of taking pictures can be used in foregoing corresponding embodiment of the method
In two, details will not be repeated here referring to the description of above-described embodiment two.
It is apparent to those skilled in the art that, for convenience of description and succinctly, only with above-mentioned each work(
Energy unit, the division progress of module are for example, in practical application, as needed can distribute above-mentioned functions by different
Functional unit, module are completed, i.e., the internal structure of described device is divided into different functional unit or module, more than completion
The all or part of function of description.Each functional unit, module in embodiment can be integrated in a processing unit, also may be used
To be that unit is individually physically present, can also two or more units it is integrated in a unit, it is above-mentioned integrated
Unit can both be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.In addition, each function list
Member, the specific name of module are also only to facilitate mutually differentiation, is not limited to the protection domain of the application.Said system
The specific work process of middle unit, module, may be referred to the corresponding process in preceding method embodiment, will not be repeated here.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, without detailed description or note in some embodiment
The part of load, may refer to the associated description of other embodiments.
It is the schematic block diagram for the mobile terminal that the embodiment of the present invention five is provided referring to Fig. 5.The mobile terminal as depicted
It can include：One or more processors 501 (only show one) in figure；One or more input equipments 502 (are only shown in figure
One), one or more output equipments 503 (one is only shown in figure) and memory 504.Above-mentioned processor 501, input equipment
502nd, output equipment 503 and memory 504 are connected by bus 505.Memory 504 is used for store instruction, and processor 501 is used for
Perform the instruction that memory 504 is stored.Wherein：
The processor 501, for when startup camera is taken pictures, the phase to be obtained by the input equipment 502
Take pictures parameter and/or the information of captured image of machine；According to the letter of take pictures parameter and/or the captured image
Breath, the behavior of taking pictures to user is analyzed, and obtains analysis result；Form of taking pictures is generated according to the analysis result, wherein, institute
Stating form of taking pictures includes the analysis result and the corresponding suggestion of taking pictures of the analysis result.
Optionally, the parameter of taking pictures includes sensitivity ISO values；The information of the captured image includes described clapped
The brightness value for the image taken the photograph；
The processor, sensitivity threshold value is preset if being more than specifically for the ISO values, and the captured image
Brightness value is less than predetermined luminance threshold value, it is determined that analysis result is not enough for the captured image exposure；
If the not enough number of times of image exposure is more than the first predetermined threshold value in preset time, deposited in the form of taking pictures
Store up image exposure deficiency and the not enough corresponding suggestion of taking pictures for carrying out light filling using ambient light when taking pictures of the image exposure.
Optionally, the information of the captured image includes the adjacent pixel of predeterminated position in the captured image
The color contrast of point；
The processor 501, if being less than default contrast threshold specifically for the color contrast, it is determined that analysis knot
Fruit is the captured image focus；
If the number of times of image focus is more than the second predetermined threshold value, the storage figure in the form of taking pictures in preset time
As the corresponding suggestion of taking pictures focused when taking pictures of the out of focus and image focus；
The processor 501, specifically for whether there is facial image in the image captured by detection；If so, then passing through
The input equipment 502 obtains the position composition of the facial image；
If the position composition of the facial image is not matched that with predeterminated position composition, it is determined that analysis result is the people
Face image deviates visual focus；
If the number of times that facial image deviates visual focus in preset time is taken pictures more than the 3rd predetermined threshold value described
Storage deviates visual focus in form and the taking pictures for position of the corresponding control face when taking pictures of the deviation visual focus is built
View.
The parameter of taking pictures includes shutter duration；Taken pictures described in the basis parameter, the behavior of taking pictures to user is divided
Analysis includes：
Optionally, if the shutter duration is more than default shutter duration, it is determined that analysis result is that user sends out when taking pictures
Green hand trembles behavior；
The processor 501, if specifically in the preset time user occur when taking pictures hand shaking behavior time
Number is more than the 4th predetermined threshold value, then is stored in the form of taking pictures when user is taking pictures and occur hand shaking behavior and the hand shaking row
For the corresponding suggestion of taking pictures for taking hand shaking indemnifying measure when taking pictures.
Optionally, the processor 501, is additionally operable to score to different analysis results respectively, different to obtain
Analysis result distinguishes corresponding fraction；
The gross score of the different analysis result of statistics, and store in the form of taking pictures the gross score and the gross score
Corresponding photographer's rank.
The memory 504, for storing software program and module.The processor 501 is stored in institute by operation
The software program and module of memory 504 are stated, so that various function application and data processing are performed, with according to analysis result
Generate form of taking pictures.
It should be appreciated that in embodiments of the present invention, the processor 501 can be CPU (Central
Processing Unit, CPU), the processor can also be other general processors, digital signal processor (Digital
Signal Processor, DSP), application specific integrated circuit (Application Specific Integrated Circuit,
ASIC), ready-made programmable gate array (Field-Programmable Gate Array, FPGA) or other FPGAs
Device, discrete gate or transistor logic, discrete hardware components etc..General processor can be microprocessor or this at
It can also be any conventional processor etc. to manage device.
Input equipment 502 can include Trackpad, fingerprint adopt sensor (finger print information that is used to gathering user and fingerprint
Directional information), microphone, data receiver interface etc..Output equipment 503 can include display (LCD etc.), loudspeaker, data
Transmission interface etc..
The memory 504 can include read-only storage and random access memory, and to processor 501 provide instruction and
Data.The a part of of memory 504 can also include nonvolatile RAM.For example, memory 504 can also be deposited
Store up the information of device type.
In the specific implementation, processor 501, input equipment 502, the and of output equipment 503 described in the embodiment of the present invention
Memory 504 can perform the implementation provided in an embodiment of the present invention taken pictures described in the embodiment of behavior analysis method,
Also the implementation taken pictures described in embodiment three and example IV described in behavioural analysis device is can perform, is no longer gone to live in the household of one's in-laws on getting married herein
State.
Those of ordinary skill in the art are it is to be appreciated that the list of each example described with reference to the embodiments described herein
Member and algorithm steps, can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
Performed with hardware or software mode, depending on the application-specific and design constraint of technical scheme.Professional and technical personnel
Described function can be realized using distinct methods to each specific application, but this realization is it is not considered that exceed
The scope of the present invention.
In embodiment provided by the present invention, it should be understood that disclosed apparatus and method, others can be passed through
Mode is realized.For example, system embodiment described above is only schematical, for example, the division of the module or unit,
It is only a kind of division of logic function, there can be other dividing mode when actually realizing, such as multiple units or component can be with
With reference to or be desirably integrated into another system, or some features can be ignored, or not perform.It is another, it is shown or discussed
Coupling each other or direct-coupling or communication connection can be by some interfaces, the INDIRECT COUPLING of device or unit or
Communication connection, can be electrical, machinery or other forms.
The unit illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be selected to realize the mesh of this embodiment scheme according to the actual needs
's.
In addition, each functional unit in each embodiment of the invention can be integrated in a processing unit, can also
That unit is individually physically present, can also two or more units it is integrated in a unit.Above-mentioned integrated list
Member can both be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.
If the integrated unit is realized using in the form of SFU software functional unit and as independent production marketing or used
When, it can be stored in a computer read/write memory medium.Understood based on such, the technical scheme of the embodiment of the present invention
The part substantially contributed in other words to prior art or all or part of the technical scheme can be with software products
Form embody, the computer software product is stored in a storage medium, including some instructions are to cause one
Computer equipment (can be personal computer, server, or network equipment etc.) or processor (processor) perform this hair
The all or part of step of each embodiment methods described of bright embodiment.And foregoing storage medium includes：USB flash disk, mobile hard disk,
Read-only storage (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic
Dish or CD etc. are various can be with the medium of store program codes.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although with reference to foregoing reality
Example is applied the present invention is described in detail, it will be understood by those within the art that：It still can be to foregoing each
Technical scheme described in embodiment is modified, or carries out equivalent substitution to which part technical characteristic；And these are changed
Or replace, the essence of appropriate technical solution is departed from the spirit and scope of various embodiments of the present invention technical scheme, all should
Within protection scope of the present invention.
Claims (10)
- The behavior analysis method 1. one kind is taken pictures, it is characterised in that the behavior analysis method of taking pictures includes：When startup camera is taken pictures, take pictures parameter and/or the information of captured image of the camera are obtained；According to take pictures parameter and/or the information of the captured image, the behavior of taking pictures to user is analyzed, obtained Analysis result；Form of taking pictures is generated according to the analysis result, wherein, the form of taking pictures includes the analysis result and described point Analyse the corresponding suggestion of taking pictures of result.
- 2. behavior analysis method as claimed in claim 1 of taking pictures, it is characterised in that the parameter of taking pictures includes sensitivity ISO Value；The information of the captured image includes the brightness value of the captured image；The information of parameter of being taken pictures described in the basis and the captured image, the behavior of taking pictures to user is analyzed, obtained Obtaining analysis result includes：If the ISO values are more than default sensitivity threshold value, and the brightness value of the captured image is less than predetermined luminance threshold value, Then determine that analysis result is not enough for the captured image exposure；It is described to be included according to analysis result generation form of taking pictures：If the not enough number of times of image exposure is more than the first predetermined threshold value, the storage figure in the form of taking pictures in preset time As the not enough corresponding suggestion of taking pictures for carrying out light filling using ambient light when taking pictures of the under-exposed and image exposure.
- 3. behavior analysis method as claimed in claim 1 of taking pictures, it is characterised in that the information of the captured image includes The color contrast of the neighbor pixel of predeterminated position in the captured image；The information according to the captured picture, the behavior of taking pictures to user is analyzed, and obtaining analysis result includes：If the color contrast is less than default contrast threshold, it is determined that analysis result is the captured image focus；It is described to be included according to analysis result generation form of taking pictures：If the number of times of image focus is more than the second predetermined threshold value in preset time, storage image is lost in the form of taking pictures The burnt and corresponding suggestion of taking pictures focused when taking pictures of the image focus；The information of image captured by the acquisition includes：It whether there is facial image in the captured image of detection；If so, then obtaining the position composition of the facial image；The information according to the captured image, the behavior of taking pictures to user is analyzed, and obtaining analysis result includes：If the position composition of the facial image is not matched that with predeterminated position composition, it is determined that analysis result is the face figure As deviateing visual focus；It is described to be included according to analysis result generation form of taking pictures：If the number of times of facial image deviation visual focus is more than the 3rd predetermined threshold value in preset time, in the form of taking pictures Middle storage deviates the suggestion of taking pictures of the position of visual focus and the corresponding control face when taking pictures of the deviation visual focus.
- 4. behavior analysis method as claimed in claim 1 of taking pictures, it is characterised in that the parameter of taking pictures includes shutter duration； Taken pictures described in the basis parameter, the behavior of taking pictures to user is analyzed, obtaining analysis result includes：If the shutter duration is more than default shutter duration, it is determined that analysis result is that hand shaking behavior occurs when taking pictures for user；It is described to be included according to analysis result generation form of taking pictures：If the number of times that hand shaking behavior occurs when taking pictures for user in the preset time is more than the 4th predetermined threshold value, described Hand shaking behavior occurs when taking pictures by the storage user in form that takes pictures and the hand shaking behavior is corresponding takes hand shaking to mend when taking pictures Repay the suggestion of taking pictures of measure.
- 5. the behavior analysis method of taking pictures as described in any one of Claims 1-4, it is characterised in that described according to the analysis As a result generating form of taking pictures also includes：Different analysis results is scored respectively, corresponding fraction is distinguished to obtain different analysis results；The gross score of the different analysis result of statistics, and store the gross score and the gross score correspondingly in the form of taking pictures Photographer's rank.
- The behavioural analysis device 6. one kind is taken pictures, it is characterised in that the behavioural analysis device of taking pictures includes：Acquisition module, for when startup camera is taken pictures, obtaining take pictures parameter and/or the captured image of the camera Information；Behavioural analysis module, for the information of taken pictures according to parameter and/or the captured image, takes pictures to user Behavior is analyzed, and obtains analysis result；Report generation module, for generating form of taking pictures according to the analysis result, wherein, the form of taking pictures includes described point Analyse result and the corresponding suggestion of taking pictures of the analysis result.
- 7. behavioural analysis device as claimed in claim 6 of taking pictures, it is characterised in that the parameter of taking pictures includes sensitivity ISO Value；The information of the captured image includes the brightness value of the captured image；The behavioural analysis module, if it is more than default sensitivity threshold value for the ISO values, and the captured image is bright Angle value is less than predetermined luminance threshold value, it is determined that analysis result is not enough for the captured image exposure；The report generation module, if the number of times not enough for the image exposure in preset time is more than the first predetermined threshold value, Storage image is under-exposed in the form of taking pictures and the image exposure is not enough corresponding uses ambient light when taking pictures Carry out the suggestion of taking pictures of light filling.
- 8. behavioural analysis device as claimed in claim 6 of taking pictures, it is characterised in that the information of the captured image includes The color contrast of the neighbor pixel of predeterminated position in the captured image；The behavioural analysis module, if being less than default contrast threshold for the color contrast, it is determined that analysis result is The captured image focus；The report generation module, if the number of times for the image focus in preset time is more than the second predetermined threshold value, in institute State that storage image in form of taking pictures is out of focus and the corresponding suggestion of taking pictures focused when taking pictures of the image focus；The acquisition module, specifically for whether there is facial image in the image captured by detection；If so, then obtaining the people The position composition of face image；The behavioural analysis module, if the position composition for the facial image is not matched that with predeterminated position composition, really Setting analysis result is that the facial image deviates visual focus；The report generation module, if the number of times for the facial image deviation visual focus in preset time is more than the 3rd and preset Threshold value, then storage deviates visual focus in the form of taking pictures and the deviation visual focus is corresponding controls people when taking pictures The suggestion of taking pictures of the position of face；The parameter of taking pictures includes shutter duration；The behavioural analysis module, if being more than default shutter duration for the shutter duration, it is determined that analysis result is user Hand shaking behavior occurs when taking pictures；The report generation module, if being more than for the number of times that when taking pictures hand shaking behavior occurs for user in the preset time 4th predetermined threshold value, then store in the form of taking pictures and hand shaking behavior and hand shaking behavior correspondence occur when user is taking pictures The suggestion of taking pictures that hand shaking indemnifying measure is taken when taking pictures.
- 9. the behavioural analysis device of taking pictures as described in any one of claim 6 to 8, it is characterised in that the report generation module Also include：Score unit, for scoring respectively different analysis results, corresponding with the analysis result difference for obtaining different Fraction；Statistic unit, the gross score for counting different analysis results, and store in the form of taking pictures the gross score with And the corresponding photographer's rank of the gross score.
- 10. a kind of mobile terminal, including memory, processor and it is stored in the memory and can be on the processor The computer program of operation, it is characterised in that realize following steps during computer program described in the computing device：When startup camera is taken pictures, take pictures parameter and/or the information of captured image of the camera are obtained；According to take pictures parameter and/or the information of the captured image, the behavior of taking pictures to user is analyzed, obtained Analysis result；Form of taking pictures is generated according to the analysis result, wherein, the form of taking pictures includes the analysis result and described point Analyse the corresponding suggestion of taking pictures of result.
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|---|---|---|---|
| CN201710253002.5A CN107155000B (en) | 2017-04-18 | 2017-04-18 | Photographing behavior analysis method and device and mobile terminal |
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