CN108076288A - Image processing method, device and computer readable storage medium - Google Patents
Image processing method, device and computer readable storage medium Download PDFInfo
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- CN108076288A CN108076288A CN201711340388.XA CN201711340388A CN108076288A CN 108076288 A CN108076288 A CN 108076288A CN 201711340388 A CN201711340388 A CN 201711340388A CN 108076288 A CN108076288 A CN 108076288A
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- 238000003672 processing method Methods 0.000 title claims abstract description 14
- 238000000034 method Methods 0.000 claims abstract description 54
- 230000003068 static effect Effects 0.000 claims description 5
- 230000004044 response Effects 0.000 description 12
- 210000003128 head Anatomy 0.000 description 8
- 230000006870 function Effects 0.000 description 7
- 238000010586 diagram Methods 0.000 description 6
- 230000000694 effects Effects 0.000 description 5
- 230000008859 change Effects 0.000 description 4
- 230000008901 benefit Effects 0.000 description 3
- 210000000887 face Anatomy 0.000 description 3
- 230000009471 action Effects 0.000 description 2
- 238000004590 computer program Methods 0.000 description 2
- 210000004709 eyebrow Anatomy 0.000 description 2
- 210000004209 hair Anatomy 0.000 description 2
- 239000008267 milk Substances 0.000 description 2
- 210000004080 milk Anatomy 0.000 description 2
- 235000013336 milk Nutrition 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000004075 alteration Effects 0.000 description 1
- 238000001035 drying Methods 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 238000004321 preservation Methods 0.000 description 1
- GOLXNESZZPUPJE-UHFFFAOYSA-N spiromesifen Chemical compound CC1=CC(C)=CC(C)=C1C(C(O1)=O)=C(OC(=O)CC(C)(C)C)C11CCCC1 GOLXNESZZPUPJE-UHFFFAOYSA-N 0.000 description 1
- 235000013616 tea Nutrition 0.000 description 1
Classifications
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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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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformation in the plane of the image
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- G06T3/04—
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/222—Studio circuitry; Studio devices; Studio equipment
- H04N5/262—Studio circuits, e.g. for mixing, switching-over, change of character of image, other special effects ; Cameras specially adapted for the electronic generation of special effects
- H04N5/2621—Cameras specially adapted for the electronic generation of special effects during image pickup, e.g. digital cameras, camcorders, video cameras having integrated special effects capability
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
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- Engineering & Computer Science (AREA)
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- Signal Processing (AREA)
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Abstract
The invention discloses image processing method, device and computer readable storage medium, the described method includes：Obtain pending image；At least two groups of objects are identified from pending image；Each group object is handled respectively by default processing type, the image that obtains that treated；Wherein, the processing type of at least two groups objects is different.The technical solution can be realized using the technological means being handled differently and carry out different disposal to the object of different groups in image, expanded the application scenarios of image procossing, the demand of user is met to a greater degree, and the combination of a variety of processing types is more, and playability higher is interesting also stronger.
Description
Technical field
The present invention relates to image processing fields, and in particular to image processing method, device and computer readable storage medium.
Background technology
Many applications all have the function of image beautification at present, such as U.S. face processing is carried out when taking pictures, and such user can
With by beautiful photo show, into social platform, current U.S. face is handled often for the owner in photo, and in many
Under scene, the beautification demand of user may be not a desirable to for everyone in photo, such as is wished to the female in photo
It is raw to carry out U.S. face, it is made to seem more lovely, and if it may be made by carrying out same type of processing to the boy student in photo
Seem partially womanlike, thus run counter to desire.
The content of the invention
In view of the above problems, it is proposed that the present invention overcomes the above problem in order to provide one kind or solves at least partly
State the image processing method, device and computer readable storage medium of problem.
One side according to the invention provides a kind of image processing method, including：
Obtain pending image；
At least two groups of objects are identified from pending image；
Each group object is handled respectively by default processing type, the image that obtains that treated；Wherein, at least
The processing type of two groups of objects is different.
Optionally, the pending image of the acquisition includes following one or more：
Pending image is read from the memory of intelligent terminal；
Pending image is obtained from the server of application；
The camera of intelligent terminal is opened, obtains the pending image of the camera shooting.
Optionally, the pending image includes following one or more：
Static images；
Part or all of frame in dynamic picture；
Part or all of frame in video.
Optionally, it is described to identify that at least two groups of objects include from pending image：
According to default object recognizer, at least two groups of objects are identified from the pending image；
And/or
The pending image is matched with default one or more image, according to matching result identify to
Few two groups of objects.
Optionally, it is described to identify that at least two groups of objects are included following one or more from pending image
Object is as one group：
Meet the object of preset condition；
The definite object of instruction is chosen according to object；
Meet the object of same default characteristic value；
It is unsatisfactory for all objects of preset condition.
Optionally, the processing type includes following one or more：
Landscaping treatment；
Uglify processing；
Mosaic processing；
Virtualization is handled；
It does not handle.
Optionally, it is described to each group object respectively by it is default processing type carry out processing include：
From the local processing parameter for obtaining one or more processing types；
And/or
The processing parameter of one or more processing types is obtained from application server；
Wherein, the processing parameter of the processing type is default processing parameter or customized processing parameter.
Optionally, the processing parameter includes：
The processing parameter of disposed of in its entirety is carried out to one group of object；
And/or
The processing parameter handled at least part of each object in one group of object.
Optionally, the object is head, and the processing parameter includes following one or more：
Adjust the processing parameter of canthus angle；
Adjust the processing parameter of eye spacing；
Adjust the processing parameter of nose type；
Adjust the processing parameter of camber；
Adjust the processing parameter of shape of face；
Adjust the processing parameter of lip color；
Adjust the processing parameter of lip shape；
Adjust the processing parameter of skin colourity；
Adjust the processing parameter of dermatoglyph；
Add the processing parameter of ornament；
Delete the processing parameter of ornament.
Optionally, the method further includes：
Edit control is set, in response to the selection instruction to the edit control, the processing parameter is updated.
Optionally, the method further includes：
Setting pattern toggle control, in response to the selection instruction to the mode toggle control, control model is opened or closed
It closes；
The image processing method is performed when the pattern is opened.
Optionally, the method further includes：
Treated that image is shown by described.
Another aspect according to the invention provides a kind of image processing apparatus, including：
Image acquisition unit, suitable for obtaining pending image；
Object recognition unit, suitable for identifying at least two groups of objects from pending image；
Processing unit, suitable for being handled by default processing type respectively each group object, the figure that obtains that treated
Picture；Wherein, the processing type of at least two groups objects is different.
Optionally, described image acquiring unit, suitable for by it is following it is one or more in a manner of obtain pending image：From
Pending image is read in the memory of intelligent terminal；Pending image is obtained from the server of application；Open intelligence eventually
The camera at end obtains the pending image of the camera shooting.
Optionally, the pending image includes following one or more：Static images；Part in dynamic picture
Or whole frames；Part or all of frame in video.
Optionally, the object recognition unit, suitable for according to default object recognizer, from described pending
At least two groups of objects are identified in image；And/or suitable for by the pending image and default one or more image
It is matched, at least two groups of objects is identified according to matching result.
Optionally, the object recognition unit, suitable for using following one or more objects as one group：Meet pre-
If the object of condition；The definite object of instruction is chosen according to object；Meet the object of same default characteristic value；It is discontented
All objects of sufficient preset condition.
Optionally, the processing type includes following one or more：Landscaping treatment；Uglify processing；Mosaic processing；
Virtualization is handled；It does not handle.
Optionally, the processing unit, suitable for obtaining one or more processing parameters for handling types from local；And/or
Suitable for obtaining the processing parameter of one or more processing types from application server；Wherein, the processing parameter of the processing type
For default processing parameter or customized processing parameter.
Optionally, the processing parameter includes：The processing parameter of disposed of in its entirety is carried out to one group of object；And/or to one
The processing parameter that at least part of each object is handled in group object.
Optionally, the object is head, and the processing parameter includes following one or more：Adjust canthus angle
Processing parameter；Adjust the processing parameter of eye spacing；Adjust the processing parameter of nose type；Adjust the processing parameter of camber；Adjust face
The processing parameter of type；Adjust the processing parameter of lip color；Adjust the processing parameter of lip shape；Adjust the processing parameter of skin colourity；It adjusts
The processing parameter of whole dermatoglyph；Add the processing parameter of ornament；Delete the processing parameter of ornament.
Optionally, described device further includes：
Processing parameter updating block, suitable for setting edit control, in response to the selection instruction to the edit control, to institute
Processing parameter is stated to be updated.
Optionally, described device further includes：
Mode switch element, suitable for Setting pattern toggle control, in response to the selection instruction to the mode toggle control,
Control model is turned on and off；When the pattern is opened, described image acquiring unit, the object recognition unit and described
Processing unit performs corresponding function.
Optionally, described device further includes：
Display unit, suitable for treated that image is shown by described.
It is according to the invention in another aspect, provide a kind of computer readable storage medium, wherein, it is described computer-readable
The one or more programs of storage medium storage, one or more of programs when being executed by a processor, are realized as any of the above-described
Method described in.
It can be seen from the above, technical scheme, after pending image is got, to the object that identifies into
Row grouping, can be handled every group of object by identical or different processing type, and cause the place of at least two groups objects
It is different to manage type, the image that obtains that treated.The technical solution can be realized using the technological means being handled differently in image
The object of difference group carries out different disposal, has expanded the application scenarios of image procossing, has met the need of user to a greater degree
It asks, and the combination of a variety of processing types is more, and playability higher is interesting also stronger.
Above description is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention,
And can be practiced according to the content of specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, below the special specific embodiment for lifting the present invention.
Description of the drawings
By reading the detailed description of hereafter preferred embodiment, it is various other the advantages of and benefit it is common for this field
Technical staff will be apparent understanding.Attached drawing is only used for showing the purpose of preferred embodiment, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings：
Fig. 1 shows a kind of flow diagram of image processing method according to an embodiment of the invention；
Fig. 2 shows a kind of structure diagram of image processing apparatus according to an embodiment of the invention；
Fig. 3 shows the structure diagram of computer readable storage medium according to an embodiment of the invention.
Specific embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although the disclosure is shown in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
Completely it is communicated to those skilled in the art.
Fig. 1 shows a kind of flow diagram of image processing method according to an embodiment of the invention, such as Fig. 1 institutes
Show, this method includes：
Step S110 obtains pending image.
Specifically, obtaining pending image includes following one or more：It is read from the memory of intelligent terminal
Take pending image；Pending image is obtained from the server of application；The camera of intelligent terminal is opened, obtains camera
The pending image of shooting.
For example, this method is applied in camera applications, intelligent terminal camera shooting can be obtained after camera applications startup
During the access right of head, the camera of intelligent terminal is opened, obtains the pending image of camera shooting.In another example by this
Method is applied in image procossing application, and photograph album in intelligent terminal or the image under specified folder can be handled.Again
For example, by this method be applied to live streaming application in, can before the video stream of shooting is gone out, to each frame therein into
Row image procossing can also carry out image procossing to each frame in the video flowing that receives.
Step S120 identifies at least two groups of objects from pending image.
Object can be people, animal, plant, artificiality etc., such as using the people in image as one group of object, figure
Milk cow as in is as one group of object；Or using the man in image as one group of object, using the woman in image as
One group of object etc., herein not reinflated introduction.
Step S130 is handled each group object by default processing type respectively, the image that obtains that treated；Its
In, the processing type of at least two groups objects is different.
So so that the application scenarios of image procossing are widened significantly, for example, under the scene pointed out in the introduction,
U.S. face can be only carried out to the schoolgirl in photo, and boy student retains masculine without U.S. face；Or schoolgirl is carried out lovely
The U.S. face of effect, U.S. face of effect, etc. and boy student make laughs.In another example under a scene, user in order to avoid embarrassment,
It needs with some the personage of group photo to be not intended to take a group photo, and U.S. can be all carried out to user and group photo person if U.S. face function is opened
Change, this may not be that user wishes what is realized, then user can be beautiful without being carried out to group photo person only to oneself carrying out U.S. face
Face uglifies it.Similar application scenarios are also very much, also no longer schematically illustrate one by one herein.
As it can be seen that method shown in FIG. 1, after pending image is got, is grouped the object identified, it is right
Every group of object can be handled by identical or different processing type, and cause the processing type of at least two groups objects not
Together, the image that obtains that treated.The technical solution can be realized using the technological means being handled differently to different groups in image
Object carries out different disposal, has expanded the application scenarios of image procossing, has met the demand of user, Er Qieduo to a greater degree
The combination of kind processing type is more, and playability higher is interesting also stronger.
In one embodiment of the invention, in the above method, pending image includes following one or more：It is quiet
State picture；Part or all of frame in dynamic picture；Part or all of frame in video.
When handling dynamic picture or video, can select to handle which frame by user, such as one
5 minutes are landscape before section video, just start people occur after five minutes, then are that need not carry out mesh to each frame of first 5 minutes in fact
Object identification is marked, therefore the position that can navigate to 5 minutes starts to obtain pending image.
In one embodiment of the invention, in the above method, at least two groups of targets are identified from pending image
Object includes：According to default object recognizer, at least two groups of objects are identified from pending image；It and/or will
Pending image is matched with default one or more image, and at least two groups of objects are identified according to matching result.
The identification method of two kinds of objects is shown herein, can individually implement or with reference to implementation, for example, uses
Family realize has taken several photos of oneself, carry out object identification be may be employed similarity judgement mode come from image
In identify oneself.Or the object recognizer obtained using machine learning, such as the algorithm of identification male and identification female
The algorithm of property,
In one embodiment of the invention, in the above method, at least two groups of targets are identified from pending image
Object is included using following one or more objects as one group：Meet the object of preset condition；Referred to according to object selection
The definite object of order；Meet the object of same default characteristic value；It is unsatisfactory for all objects of preset condition.
The specific implementation example of object grouping is shown in this example, for example, face recognition technology may be employed, from figure
Multiple faces are identified as in, and user chooses some faces therein as one group again, other faces are as another group.And in order to subtract
Few user's operation, can also be by the way of automatic identification and grouping, by taking user's acquiescence is to oneself U.S. face as an example, then from image
After identifying user, using user as one group of object, using others as another group of object, here it is using user as
Preset condition.Default characteristic value can be gender --- male, women, the age --- different age brackets, body can be divided into
It is high --- different height section, etc. can be divided into.
In one embodiment of the invention, in the above method, processing type includes following one or more：At beautification
Reason；Uglify processing；Mosaic processing；Virtualization is handled；It does not handle.
For example, user and one are not that very ripe people takes pictures together, then oneself can be beautified, to group photo person not into
Row processing.In another example user wish in some forum it is elegant go out group photo with some star, but it is too many personal to be not desired to exposure again
Information can then carry out oneself mosaic processing or virtualization is handled.Such as user teases group photo by a toad again, then
Landscaping treatment can be carried out to oneself, group photo person be carried out to uglify processing, these are all that user can be selected according to demand
Handle the combination of type.
In one embodiment of the invention, in the above method, to each group object respectively by it is default processing type into
Row processing includes：From the local processing parameter for obtaining one or more processing types；And/or it is obtained from application server a kind of
Or the processing parameter of a variety of processing types；Wherein, the processing parameter for handling type is default processing parameter or customized place
Manage parameter.
For example, can set some processing parameters when application is dispatched from the factory, application server can also be updated at some at any time
Parameter is managed, these can be used as default processing parameter.In addition, user can also carry out the self-defined setting of processing parameter, both
Can also server can be uploaded in local preservation by the account of application, so can newly pacified in another intelligent terminal
After the same application of dress, quickly from server pull to the processing parameter set in the past.
In one embodiment of the invention, in the above method, processing parameter includes：One group of object is carried out at entirety
The processing parameter of reason；And/or to processing parameter that at least part of each object in one group of object is handled.
For example, the disposed of in its entirety of object can adjust colour temperature, aberration, contrast etc., to each object extremely
It can adjust the details of head face that small part, which carries out processing, in one embodiment of the invention, in the above method, target
Object is head, and processing parameter includes following one or more：Adjust the processing parameter of canthus angle；Adjust the processing of eye spacing
Parameter；Adjust the processing parameter of nose type；Adjust the processing parameter of camber；Adjust the processing parameter of shape of face；Adjust the processing of lip color
Parameter；Adjust the processing parameter of lip shape；Adjust the processing parameter of skin colourity；Adjust the processing parameter of dermatoglyph；Addition dress
The processing parameter of jewelry；Delete the processing parameter of ornament.
Some examples being adjusted to face, skin etc. have been illustrated above, but same invention structure can also be based on
Row of pursuing progress is expanded.Ornament can be people's one integrated mass or special efficacy in the ornaments, with photo such as ear nail, earrings so that
Landscaping effect is very clear, etc..
In one embodiment of the invention, the above method further includes：Edit control is set, in response to edit control
Instruction is chosen, processing parameter is updated.
Can specifically be arranged on the interface of application, user click on edit control can with direct editing processing parameter,
It either jumps to an editing interface to come into edlin including deleting processing parameter, being increased newly or being changed, can also incite somebody to action
Default processing parameter is arranged to forbid changing.
In one embodiment of the invention, the above method further includes：Setting pattern toggle control, in response to being cut to pattern
The selection instruction of control is changed, control model is turned on and off；The image processing method performed when pattern is opened.
By taking camera applications as an example, after camera applications are opened, show what is got by camera on the interface of application
Image and several controls, wherein can include a mode toggle control, user clicks on the control and can open or close
Close pattern, just performs above-mentioned image processing method when pattern is opened, and when pattern is closed, can without image procossing or
Person carries out the image procossing of other modes, such as all objects are carried out with the processing of same type.
In one embodiment of the invention, the above method further includes：By treated, image is shown.Here usually
It is in the specific region of application by image display, specific display can be that acquiescence directly displays or a certain triggering
It is shown again after a control.
Fig. 2 shows a kind of structure diagram of image processing apparatus according to an embodiment of the invention, such as Fig. 2 institutes
Show, image processing apparatus 200 includes：
Image acquisition unit 210, suitable for obtaining pending image.
Object recognition unit 220, suitable for identifying at least two groups of objects from pending image.
Object can be people, animal, plant, artificiality etc., such as using the people in image as one group of object, figure
Milk cow as in is as one group of object；Or using the man in image as one group of object, using the woman in image as
One group of object etc., herein not reinflated introduction.
Processing unit 230 suitable for being handled by default processing type respectively each group object, obtains that treated
Image；Wherein, the processing type of at least two groups objects is different.
So so that the application scenarios of image procossing are widened significantly, for example, under the scene pointed out in the introduction,
U.S. face can be only carried out to the schoolgirl in photo, and boy student retains masculine without U.S. face；Or schoolgirl is carried out lovely
The U.S. face of effect, U.S. face of effect, etc. and boy student make laughs.In another example under a scene, user in order to avoid embarrassment,
It needs with some the personage of group photo to be not intended to take a group photo, and U.S. can be all carried out to user and group photo person if U.S. face function is opened
Change, this may not be that user wishes what is realized, then user can be beautiful without being carried out to group photo person only to oneself carrying out U.S. face
Face uglifies it.Similar application scenarios are also very much, also no longer schematically illustrate one by one herein.
As it can be seen that device shown in Fig. 2, by the mutual cooperation of each unit, after pending image is got, to identification
The object gone out is grouped, and every group of object can be handled by identical or different processing type, and causes at least two
The processing type of group object is different, the image that obtains that treated.The technical solution, can be with using the technological means that is handled differently
It realizes and different disposal is carried out to the object of different groups in image, expanded the application scenarios of image procossing, it is full to a greater degree
The foot demand of user, and the combination of a variety of processing types is more, and playability higher is interesting also stronger.
In one embodiment of the invention, in above device, image acquisition unit 210, suitable for following one kind or
Various ways obtain pending image：Pending image is read from the memory of intelligent terminal；From the server of application
Obtain pending image；The camera of intelligent terminal is opened, obtains the pending image of camera shooting.
In one embodiment of the invention, in above device, pending image includes following one or more：It is quiet
State picture；Part or all of frame in dynamic picture；Part or all of frame in video.
In one embodiment of the invention, in above device, object recognition unit 220, suitable for according to default mesh
Object recognizer is marked, at least two groups of objects are identified from pending image；And/or suitable for by pending image with
Default one or more image is matched, and at least two groups of objects are identified according to matching result.
In one embodiment of the invention, in above device, object recognition unit 220, suitable for by following one kind
Or plurality of target object is as one group：Meet the object of preset condition；The definite object of instruction is chosen according to object；Meet
The object of same default characteristic value；It is unsatisfactory for all objects of preset condition.
In one embodiment of the invention, in above device, processing type includes following one or more：At beautification
Reason；Uglify processing；Mosaic processing；Virtualization is handled；It does not handle.
In one embodiment of the invention, in above device, processing unit 230, suitable for obtaining one kind or more from local
The processing parameter of kind processing type；And/or the processing parameter suitable for obtaining one or more processing types from application server；
Wherein, the processing parameter for handling type is default processing parameter or customized processing parameter.
In one embodiment of the invention, in above device, processing parameter includes：One group of object is carried out at entirety
The processing parameter of reason；And/or to processing parameter that at least part of each object in one group of object is handled.
In one embodiment of the invention, in above device, object is head, and processing parameter includes following one kind
It is or a variety of：Adjust the processing parameter of canthus angle；Adjust the processing parameter of eye spacing；Adjust the processing parameter of nose type；Adjust eyebrow
The processing parameter of shape；Adjust the processing parameter of shape of face；Adjust the processing parameter of lip color；Adjust the processing parameter of lip shape；Adjust skin
The processing parameter of colour of skin degree；Adjust the processing parameter of dermatoglyph；Add the processing parameter of ornament；Delete the processing of ornament
Parameter.
In one embodiment of the invention, above device further includes：Processing parameter updating block (not shown), is suitable for
Edit control is set, in response to the selection instruction to edit control, processing parameter is updated.
In one embodiment of the invention, above device further includes：Mode switch element (not shown), suitable for setting
Mode toggle control, in response to the selection instruction to mode toggle control, control model is turned on and off；When pattern is opened,
Image acquisition unit 210, object recognition unit 220 and processing unit 230 perform corresponding function.
In one embodiment of the invention, above device further includes：Display unit (not shown), suitable for it will handle after
Image shown.
It should be noted that the specific embodiment of above-mentioned each device embodiment is referred to foregoing corresponding method embodiment
Specific embodiment carry out, details are not described herein.
In conclusion technical scheme, after pending image is got, carries out the object identified
Grouping, can be handled every group of object by identical or different processing type, and cause the processing of at least two groups objects
Type is different, the image that obtains that treated.The technical solution using the technological means that is handled differently, can realize in image not
Object with group carries out different disposal, has expanded the application scenarios of image procossing, has met the demand of user to a greater degree,
And the combination of a variety of processing types is more, and playability higher is interesting also stronger.
It should be noted that：
Algorithm and display be not inherently related to any certain computer, virtual bench or miscellaneous equipment provided herein.
Various fexible units can also be used together with teaching based on this.As described above, required by constructing this kind of device
Structure be obvious.In addition, the present invention is not also directed to any certain programmed language.It should be understood that it can utilize various
Programming language realizes the content of invention described herein, and the description done above to language-specific is to disclose this hair
Bright preferred forms.
In the specification provided in this place, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention
Example can be put into practice without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this description.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of each inventive aspect,
Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes
In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention：I.e. required guarantor
Shield the present invention claims the more features of feature than being expressly recited in each claim.It is more precisely, such as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following specific embodiment are expressly incorporated in the specific embodiment, wherein each claim is in itself
Separate embodiments all as the present invention.
Those skilled in the art, which are appreciated that, to carry out adaptively the module in the equipment in embodiment
Change and they are arranged in one or more equipment different from the embodiment.It can be the module or list in embodiment
Member or component be combined into a module or unit or component and can be divided into addition multiple submodule or subelement or
Sub-component.In addition at least some in such feature and/or process or unit exclude each other, it may be employed any
Combination is disclosed to all features disclosed in this specification (including adjoint claim, summary and attached drawing) and so to appoint
Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification is (including adjoint power
Profit requirement, summary and attached drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation
It replaces.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included some features rather than other feature, but the combination of the feature of different embodiments means in of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
One of meaning mode can use in any combination.
The all parts embodiment of the present invention can be with hardware realization or to be run on one or more processor
Software module realize or realized with combination thereof.It will be understood by those of skill in the art that it can use in practice
Microprocessor or digital signal processor (DSP) come realize in image processing apparatus according to embodiments of the present invention some or
The some or all functions of person's whole component.The present invention is also implemented as performing one of method as described herein
Divide either whole equipment or program of device (for example, computer program and computer program product).Such this hair of realization
Bright program can may be stored on the computer-readable medium or can have the form of one or more signal.It is such
Signal can be downloaded from internet website to be obtained either providing on carrier signal or providing in the form of any other.
Fig. 3 shows a kind of structure diagram of computer readable storage medium according to an embodiment of the invention.It should
Computer readable storage medium 300 is stored with to perform the computer readable program code of steps of a method in accordance with the invention
310, such as the program code that can be read by the processor of electronic equipment, when these program codes are run by electronic equipment,
The electronic equipment is caused to perform each step in method described above.Program code can be pressed in a suitable form
Contracting.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability
Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference symbol between bracket should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" before element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real
It is existing.If in the unit claim for listing equipment for drying, several in these devices can be by same hardware branch
To embody.The use of word first, second, and third does not indicate that any order.These words can be explained and run after fame
Claim.
The invention discloses A1, a kind of image processing method, including：
Obtain pending image；
At least two groups of objects are identified from pending image；
Each group object is handled respectively by default processing type, the image that obtains that treated；Wherein, at least
The processing type of two groups of objects is different.
A2, the method as described in A1, wherein, the pending image of the acquisition includes following one or more：
Pending image is read from the memory of intelligent terminal；
Pending image is obtained from the server of application；
The camera of intelligent terminal is opened, obtains the pending image of the camera shooting.
A3, the method as described in A1, wherein, the pending image includes following one or more：
Static images；
Part or all of frame in dynamic picture；
Part or all of frame in video.
A4, the method as described in A1, wherein, it is described to identify that at least two groups of objects include from pending image：
According to default object recognizer, at least two groups of objects are identified from the pending image；
And/or
The pending image is matched with default one or more image, according to matching result identify to
Few two groups of objects.
A5, the method as described in A1, wherein, it is described to identify that at least two groups of objects include inciting somebody to action from pending image
Following one or more objects are as one group：
Meet the object of preset condition；
The definite object of instruction is chosen according to object；
Meet the object of same default characteristic value；
It is unsatisfactory for all objects of preset condition.
A6, the method as described in A1, wherein, the processing type includes following one or more：
Landscaping treatment；
Uglify processing；
Mosaic processing；
Virtualization is handled；
It does not handle.
A7, the method as described in A1, wherein, it is described that processing bag is carried out by default processing type respectively to each group object
It includes：
From the local processing parameter for obtaining one or more processing types；
And/or
The processing parameter of one or more processing types is obtained from application server；
Wherein, the processing parameter of the processing type is default processing parameter or customized processing parameter.
A8, the method as described in A7, wherein, the processing parameter includes：
The processing parameter of disposed of in its entirety is carried out to one group of object；
And/or
The processing parameter handled at least part of each object in one group of object.
A9, the method as described in A8, wherein, the object is head, the processing parameter include following one kind or
It is a variety of：
Adjust the processing parameter of canthus angle；
Adjust the processing parameter of eye spacing；
Adjust the processing parameter of nose type；
Adjust the processing parameter of camber；
Adjust the processing parameter of shape of face；
Adjust the processing parameter of lip color；
Adjust the processing parameter of lip shape；
Adjust the processing parameter of skin colourity；
Adjust the processing parameter of dermatoglyph；
Add the processing parameter of ornament；
Delete the processing parameter of ornament.
A10, the method as described in A8, wherein, the method further includes：
Edit control is set, in response to the selection instruction to the edit control, the processing parameter is updated.
A11, the method as described in A1, wherein, the method further includes：
Setting pattern toggle control, in response to the selection instruction to the mode toggle control, control model is opened or closed
It closes；
The image processing method is performed when the pattern is opened.
A12, the method as any one of A1-A11, wherein, the method further includes：
Treated that image is shown by described.
The invention also discloses B13, a kind of image processing apparatus, including：
Image acquisition unit, suitable for obtaining pending image；
Object recognition unit, suitable for identifying at least two groups of objects from pending image；
Processing unit, suitable for being handled by default processing type respectively each group object, the figure that obtains that treated
Picture；Wherein, the processing type of at least two groups objects is different.
B14, the device as described in B13, wherein, described image acquiring unit, suitable for by it is following it is one or more in a manner of
Obtain pending image：Pending image is read from the memory of intelligent terminal；It is obtained from the server of application from treating
The image of reason；The camera of intelligent terminal is opened, obtains the pending image of the camera shooting.
B15, the device as described in B13, wherein, the pending image includes following one or more：Static map
Piece；Part or all of frame in dynamic picture；Part or all of frame in video.
B16, the device as described in B13, wherein,
The object recognition unit, suitable for according to default object recognizer, from the pending image
Identify at least two groups of objects；And/or suitable for the pending image and default one or more image are carried out
Match somebody with somebody, at least two groups of objects are identified according to matching result.
B17, the device as described in B13, wherein,
The object recognition unit, suitable for using following one or more objects as one group：Meet preset condition
Object；The definite object of instruction is chosen according to object；Meet the object of same default characteristic value；It is unsatisfactory for presetting
All objects of condition.
B18, the device as described in B13, wherein, the processing type includes following one or more：Landscaping treatment；It is ugly
Change is handled；Mosaic processing；Virtualization is handled；It does not handle.
B19, the device as described in B13, wherein, the processing unit, suitable for obtaining one or more processing classes from local
The processing parameter of type；And/or the processing parameter suitable for obtaining one or more processing types from application server；Wherein, it is described
The processing parameter for handling type is default processing parameter or customized processing parameter.
B20, the device as described in B19, wherein, the processing parameter includes：Disposed of in its entirety is carried out to one group of object
Processing parameter；And/or to processing parameter that at least part of each object in one group of object is handled.
B21, the device as described in B20, wherein, the object is head, and the processing parameter includes following one kind
It is or a variety of：Adjust the processing parameter of canthus angle；Adjust the processing parameter of eye spacing；Adjust the processing parameter of nose type；Adjust eyebrow
The processing parameter of shape；Adjust the processing parameter of shape of face；Adjust the processing parameter of lip color；Adjust the processing parameter of lip shape；Adjust skin
The processing parameter of colour of skin degree；Adjust the processing parameter of dermatoglyph；Add the processing parameter of ornament；Delete the processing of ornament
Parameter.
B22, the device as described in B20, wherein, described device further includes：
Processing parameter updating block, suitable for setting edit control, in response to the selection instruction to the edit control, to institute
Processing parameter is stated to be updated.
B23, the device as described in B13, wherein, described device further includes：
Mode switch element, suitable for Setting pattern toggle control, in response to the selection instruction to the mode toggle control,
Control model is turned on and off；When the pattern is opened, described image acquiring unit, the object recognition unit and described
Processing unit performs corresponding function.
B24, the device as any one of B13-B23, wherein, described device further includes：
Display unit, suitable for treated that image is shown by described.
Invention additionally discloses C25, a kind of computer readable storage medium, wherein, the computer readable storage medium is deposited
The one or more programs of storage, one or more of programs when being executed by a processor, are realized as any one of A1-A12
Method.
Claims (10)
1. a kind of image processing method, including：
Obtain pending image；
At least two groups of objects are identified from pending image；
Each group object is handled respectively by default processing type, the image that obtains that treated；Wherein, at least two groups
The processing type of object is different.
2. the method for claim 1, wherein the pending image of the acquisition includes following one or more：
Pending image is read from the memory of intelligent terminal；
Pending image is obtained from the server of application；
The camera of intelligent terminal is opened, obtains the pending image of the camera shooting.
3. the method for claim 1, wherein the pending image includes following one or more：
Static images；
Part or all of frame in dynamic picture；
Part or all of frame in video.
4. the method for claim 1, wherein described identify at least two groups of object bags from pending image
It includes：
According to default object recognizer, at least two groups of objects are identified from the pending image；
And/or
The pending image with default one or more image is matched, at least two are identified according to matching result
Group object.
5. the method for claim 1, wherein described identify that at least two groups of objects include from pending image
Using following one or more objects as one group：
Meet the object of preset condition；
The definite object of instruction is chosen according to object；
Meet the object of same default characteristic value；
It is unsatisfactory for all objects of preset condition.
6. the method for claim 1, wherein the processing type includes following one or more：
Landscaping treatment；
Uglify processing；
Mosaic processing；
Virtualization is handled；
It does not handle.
7. the method for claim 1, wherein described handled each group object by default processing type respectively
Including：
From the local processing parameter for obtaining one or more processing types；
And/or
The processing parameter of one or more processing types is obtained from application server；
Wherein, the processing parameter of the processing type is default processing parameter or customized processing parameter.
8. the method for claim 7, wherein, the processing parameter includes：
The processing parameter of disposed of in its entirety is carried out to one group of object；
And/or
The processing parameter handled at least part of each object in one group of object.
9. a kind of image processing apparatus, including：
Image acquisition unit, suitable for obtaining pending image；
Object recognition unit, suitable for identifying at least two groups of objects from pending image；
Processing unit, suitable for being handled by default processing type respectively each group object, the image that obtains that treated；Its
In, the processing type of at least two groups objects is different.
10. a kind of computer readable storage medium, wherein, the computer-readable recording medium storage one or more program,
One or more of programs when being executed by a processor, realize the method as any one of claim 1-8.
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Application publication date: 20180525 |