CN106971384A - A kind of image processing method and device - Google Patents

A kind of image processing method and device Download PDF

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Publication number
CN106971384A
CN106971384A CN201710156185.9A CN201710156185A CN106971384A CN 106971384 A CN106971384 A CN 106971384A CN 201710156185 A CN201710156185 A CN 201710156185A CN 106971384 A CN106971384 A CN 106971384A
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Prior art keywords
image
information
pattern
shape information
content information
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CN201710156185.9A
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沈文策
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Fujian Cnfol Information Technology Co Ltd
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Fujian Cnfol Information Technology Co Ltd
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Priority to CN201710156185.9A priority Critical patent/CN106971384A/en
Publication of CN106971384A publication Critical patent/CN106971384A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/50Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/18Image warping, e.g. rearranging pixels individually
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/90Dynamic range modification of images or parts thereof
    • G06T5/92Dynamic range modification of images or parts thereof based on global image properties
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20212Image combination
    • G06T2207/20221Image fusion; Image merging

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Image Processing (AREA)

Abstract

The embodiments of the invention provide a kind of image processing method and device, methods described includes:The acquisition instruction for the first image and the second image is received, described first image and second image are obtained respectively;Extract the shape information of described first image and the content information of second image;Based on the shape information and content information extracted, fusion treatment is carried out to described first image and second image, target image is obtained.Using the embodiment of the present invention, shape information and content information that can be based on the image of extraction carry out fusion treatment to image, obtain target image, not only include the information of the first image in target image, include the information of the second image, so as to improve Consumer's Experience.

Description

A kind of image processing method and device
Technical field
The present invention relates to technical field of image processing, more particularly to a kind of image processing method and device.
Background technology
Now, requirement of the people to image is more and more diversified, and some requirements can not be relied solely on comes real in camera technique It is existing.Exemplary, demand is that image is modified, and camera technique can not meet this demand, in addition it is also necessary to rely on others side Method meets the demand of people, for example, image processing method.
Existing image processing method is when image procossing is carried out, it may be desirable to which at least two figures are carried out at fusion Reason.When actually being handled, it is necessary to first obtain image to be fused, but the image obtained below can cover previous acquisition automatically Image content so that carry out obtained target image after image procossing, be the image finally obtained.This result is often not It is that user wants, so as to reduce Consumer's Experience.
The content of the invention
The purpose of the embodiment of the present invention is to provide a kind of image processing method and device, to obtain comprising multiple images letter The image of breath, improves Consumer's Experience.Concrete technical scheme is as follows:
In a first aspect, in order to achieve the above object, the embodiment of the invention discloses a kind of image processing method, methods described Including:
The acquisition instruction for the first image and the second image is received, described first image and second figure are obtained respectively Picture;
Extract the shape information of described first image and the content information of second image;
Based on the shape information and content information extracted, described first image and second image are carried out at fusion Reason, obtains target image.
Optionally, the acquisition instruction for the first image and the second image is received, described first image and the are obtained respectively After two images, methods described also includes:
The alteration of form received for described first image is instructed, and is instructed according to the alteration of form, changes described the The shape of one image;
The content information of the shape information and second image for extracting described first image, including:
Extract the shape information and the content information of second image of the described first image after changing.
Optionally, the acquisition instruction for the first image and the second image is received, described first image and the are obtained respectively After two images, methods described also includes:
The destination object of second image is adjusted, wherein, the destination object includes at least one of following:Face Color, tone, saturation degree, transparency and brightness;
The content information of the shape information and second image for extracting described first image, including:
The content information of second image after the shape information of extraction described first image and adjustment.
Optionally, it is described based on the shape information extracted and content information, to described first image and second figure As carrying out fusion treatment, target image is obtained, including:
The content information is merged with the shape information, target image is obtained.
Optionally, it is described to be merged the content information with the shape information, target image is obtained, including:
Using default synthesis model, the content information is merged with the shape information, target image is obtained, Wherein, the synthesis model be positive fold bed die formula, colour filter pattern, covering pattern, dimmed pattern, the pattern that brightens, sheen pattern, Strong optical mode, interpolated mode, exclusion pattern, tone mode, saturation degree pattern, color mode or luminance patterns.
Second aspect, in order to achieve the above object, the embodiment of the invention also discloses a kind of image processing apparatus, the dress Put including:
Acquisition module, for receiving the acquisition instruction for the first image and the second image, obtains first figure respectively Picture and second image;
Extraction module, for extracting the shape information of described first image and the content information of second image;
Fusion Module, for based on the shape information and content information extracted, to described first image and described second Image carries out fusion treatment, obtains target image.
Optionally, described device also includes:
Change module, the alteration of form for receiving for described first image is instructed, and is referred to according to the alteration of form Order, changes the shape of described first image;
The extraction module, shape information and second image specifically for extracting the described first image after changing Content information.
Optionally, described device also includes:
Adjusting module, is adjusted for the destination object to second image, wherein, the destination object include with It is at least one of lower:Color, tone, saturation degree, transparency and brightness;
The extraction module, second image after shape information and adjustment specifically for extraction described first image Content information.
Optionally, the Fusion Module, specifically for the content information is merged with the shape information, is obtained Target image.
Optionally, the Fusion Module, specifically for utilizing default synthesis model, by the content information and the shape Shape information is merged, and obtains target image, wherein, the synthesis model is that positive folds bed die formula, colour filter pattern, covering mould Formula, dimmed pattern, the pattern that brightens, sheen pattern, strong optical mode, interpolated mode, exclusion pattern, tone mode, saturation degree pattern, Color mode or luminance patterns.
A kind of image processing method and device provided in an embodiment of the present invention, can the shape information based on the image of extraction And content information, fusion treatment is carried out to image, obtains not only including the information of the first image in target image, target image, Also include the information of the second image, so as to improve Consumer's Experience.Certainly, any product or method of the present invention are implemented not It is certain to need to reach all the above advantage simultaneously.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing There is the accompanying drawing used required in technology description to be briefly described, it should be apparent that, drawings in the following description are only this Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is the first schematic flow sheet of image processing method provided in an embodiment of the present invention;
Fig. 2 is the first image schematic diagram for obtaining in the embodiment of the present invention;
Fig. 3 is the second image schematic diagram for obtaining in the embodiment of the present invention;
Fig. 4 is the target image schematic diagram that the embodiment of the present invention is obtained;
Fig. 5 is second of schematic flow sheet of image processing method provided in an embodiment of the present invention;
Fig. 6 is the third schematic flow sheet of image processing method provided in an embodiment of the present invention;
Fig. 7 is the first structural representation of image processing apparatus provided in an embodiment of the present invention;
Fig. 8 is second of structural representation of image processing apparatus provided in an embodiment of the present invention;
Fig. 9 is the third structural representation of image processing apparatus provided in an embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.It is based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made Embodiment, belongs to the scope of protection of the invention.
In order to solve the problems of the prior art, the embodiments of the invention provide a kind of image processing method and device.Under First a kind of image processing method is described in detail by kept man of a noblewoman.
Fig. 1 is the first schematic flow sheet of image processing method provided in an embodiment of the present invention, and method includes:
S101:The acquisition instruction for the first image and the second image is received, described first image is obtained respectively and described Second image.
Method provided in an embodiment of the present invention can apply to electronic equipment.Specifically, the electronic equipment can be desk-top Computer, portable computer etc..It is possible to further applied in the image processing software on electronic equipment.
In embodiments of the present invention, after image processing software in the electronic device starts, user can pass through the image Handle software and send acquisition instruction to electronic equipment, the identification information of image can be included in acquisition instruction.The mark of image Information can be the title of image, certainly, be not limited in the title of image, herein without enumerating.
After electronic equipment receives acquisition instruction, the first image and the can be obtained from the default storage path of image Two images.Certainly, the store path of image is contained in instruction if obtained, can be obtained from store path the first image and Second image.The acquisition instruction of electronic equipment image-receptive, can be the information of image to be drawn, then in the image procossing The corresponding image of the information is drawn in software.The image of drafting can be word, image etc., be shown on image processing software Complete the image, it can be understood as obtain the image.
S102:Extract the shape information of described first image and the content information of second image.
It will be appreciated by persons skilled in the art that electronic equipment extracts the shape information of the first image, the is exactly extracted The shape facility of one image.Electronic equipment extracts the content information of the second image, exactly extracts the content characteristic of the second image.Tool The extracting method of body is prior art, herein without repeating.Because of the prior art believe for shape information or content The extracting method of breath has many kinds, is not defined herein, as long as required information can be extracted.
S103:Based on the shape information and content information extracted, described first image and second image are carried out Fusion treatment, obtains target image.
Image co-registration is that two or multiple images are synthesized into a new image.In embodiments of the present invention, to image Fusion treatment is carried out to can be understood as being overlapped image processing, or filling processing.
It should be noted that stacked system or filling mode have it is a variety of in the case of, can according to user select wherein one Plant stacked system or filling mode is handled image.During fusion, electronic equipment can be according to the shape of extraction Information, the shape to the second image is changed.It can be understood as changing the corresponding shape information of content information of extraction Become, to cause the second image completion to the first image, the shape information of the first image can be shown, the second image can be shown again Content information.
Specifically, shape information can be fused in image information by electronic equipment, image information fusion can also be arrived In shape information, herein without limiting.Both the shape information of the first image is included in obtained target image, and includes The content information of two images.It is possible to further the partial content information comprising the second image.Compared in the prior art, obtain To target image be the second image, the information of existing first image of the target image that the embodiment of the present invention is obtained has second again The information of image, improves Consumer's Experience.
Using the embodiment of the present invention, the shape information and content information of the image based on extraction are carried out at fusion to image Reason, obtains not only including the information of the first image in target image, target image, includes the information of the second image, so as to Enough improve Consumer's Experience.
Specifically, based on the shape information and content information extracted, being carried out to the first image and the second image at fusion Reason, obtains target image, can include:Content information is merged with shape information, target image is obtained.
Specifically, electronic equipment can utilize default synthesis model, content information is merged with shape information, obtained To target image, wherein, synthesis model be positive fold bed die formula, it is colour filter pattern, covering pattern, dimmed pattern, the pattern that brightens, soft Optical mode, strong optical mode, interpolated mode, exclusion pattern, tone mode, saturation degree pattern, color mode or luminance patterns.
It is the white colours area of superincumbent image by an imaging importing to another image that positive, which folds bed die formula, Domain, shows the color of following image corresponding region, by other colors in addition to white and following figure of draw above picture The color of picture is overlapped.Colour filter pattern is that the pixel value of the complementary colours of two colors of two image correspondence positions is multiplied, Divided by 255 obtain final pixel value then.Covering pattern is to carry out the color of the color of an image and another image Mixing.
Dimmed pattern is to determine the bright dark of the color of correspondence position, if the color of draw above picture is than following corresponding region Color it is bright, then the color of above figure picture is replaced with to the color of following image, it is otherwise constant.The pattern of brightening is to determine correspondence position The color put it is bright dark, if the color of draw above picture is than the darker in color of following corresponding region, by the color of above figure picture The color of following image is replaced with, it is otherwise constant.
Sheen pattern is that upper layer images are applied into lower floor in the way of sheen, when the GTG of bottom figure layer tend to it is high or It is low, then it can adjust the grey contrast that the contrast of figure layer composite result tends to be middle, and obtain color more soft synthetic effect.By force Optical mode is defined by the value of 128 neutral ashes, and after being mixed using strong optical mode, dark is darker, and bright is brighter, if i.e. above figure During as grey bright than 50%, after hard light blending mode, below image bright color;If above figure picture compares 50% Ash when wanting dark, after hard light blending mode, below image colour-darkening.
Interpolated mode is the color of the image below comparison and the color of draw above picture, with the pixel of brighter pixel Value subtracts the pixel value of dark pixel.Exclusion pattern is to compare draw above picture and following image, then above figure picture In be shown as black with identical region in following image, different regions is shown as gray-level or colour.
Tone mode be created using the tone of the brightness of following image, saturation degree and above figure picture above figure as Final color.Saturation degree pattern is the intensity (colour purity) according to color on above figure picture, adjusts the color on following image.Face The brightness of color pattern primary colours and the form and aspect of secondary colour create result color with saturation degree, under it has arrived the color application of image In the monochrome information of face image.
Luminance patterns are the form and aspect with primary colours and the brightness establishment result color of saturation degree and secondary colour.This pattern can be by The monochrome information of image is applied in the color in following image, and it can not change color, can not change the saturation of color Degree, and the brightness of following image can only be changed.
Above-mentioned pattern is of course not solely limited to, here without enumerating.
Exemplary, the first image of acquisition can be with as shown in Fig. 2 the second image obtained be as shown in figure 3, utilize this hair The method that bright embodiment is provided is handled the image in Fig. 2 and Fig. 3, by the shape information and second of the first image of extraction The content information of image is merged, and obtained target image is as shown in Figure 4.Image shown in Fig. 4, is by Fig. 3 content letter What breath was obtained by the shape information that transparency is filled in the way of 1 to Fig. 2.
Second of schematic flow sheet of the image processing method that Fig. 5 is provided by the embodiment of the present invention.There is provided based on Fig. 1 Embodiment, a kind of image processing method that the embodiment of the present invention is provided, after S101, in addition to:
S104:The alteration of form received for described first image is instructed, and is instructed according to the alteration of form, changes institute State the shape of the first image.
Alteration of form instruction can include stretching instruction and/or rotation instruction.Stretch instruction can include amplification instruction and Reduce instruction.In the occurrence, the first image longitudinal direction that stretching instruction includes the size increase of the first image transverse direction or reduces At least one of occurrence of size increase or diminution.Certainly, stretching can carry out the first image exponentially to amplify or contract It is small.The direction of rotation and the angle of rotation can be included in rotation instruction, electronic equipment is received after rotation instruction, can be by the The direction that one image is included along along instruction rotates the angle specified.Electronic equipment is after alteration of form instruction is received, Ke Yigen The shape for changing the first image is instructed according to the alteration of form.
S102A:Extract the shape information and the content information of second image of the described first image after changing.
It should be noted that S012A is identical with S102 principles, S102A extracts the shape information of the first image after changing, The method specifically extracted is identical with S102, herein without repeating.
Using the embodiment of the present invention, user can be instructed by alteration of form and the shape of the first image is changed, this Sample causes the shape of the first image to more conform to the requirement of user, so as to improve Consumer's Experience.
The third schematic flow sheet for the image processing method that Fig. 6 is provided by the embodiment of the present invention.There is provided based on Fig. 1 Embodiment, a kind of image processing method that the embodiment of the present invention is provided, after S101, in addition to:
S105:The destination object of second image is adjusted, wherein, the destination object includes following at least one :Color, tone, saturation degree, transparency and brightness.
Adjustment color can be that a kind of color is adjusted into another color.Exemplary, electronic equipment can be by second Red in image is adjusted to green.Specific method of adjustment, is referred to method of adjustment of the prior art, does not enter herein Row is repeated.
Tone is the general inclination of picture color in an image, is big color effect.Saturation degree, what is referred to is color in fact Color purity, purity is higher, shows distincter, purity is relatively low, shows then dulller.Transparency refers to the degree of printing opacity, can be with It is expressed as a percentage, i.e., transparency is the value between 0~1.Brightness is the bright-dark degree of image, can use image RGB quantity, Span be 0~255 between.RGB is the color for representing three passages of red, green, blue, and this standard almost includes the mankind and regarded The all colours that power can be perceived are current with one of most wide color system.Specifically, to the tone of image, saturation degree, Transparency or brightness, which are adjusted, can use method of the prior art, at this without repeating.
S102B:The content information of second image after the shape information of extraction described first image and adjustment.
It should be noted that S012B is identical with S102 principles, S102B extracts the content information of the second image after adjustment, The method specifically extracted is identical with S102, herein without repeating.
Using the embodiment of the present invention, by being adjusted to the second image, so that the whole structure of the second image is more Plus meet the requirement of user, so as to improve Consumer's Experience.
Corresponding with the embodiment of the method shown in Fig. 1, Fig. 7 is the first of image processing apparatus provided in an embodiment of the present invention Structural representation is planted, the device includes acquisition module 201, extraction module 202 and Fusion Module 203, wherein,
Acquisition module 201, for receiving the acquisition instruction for the first image and the second image, obtains described first respectively Image and second image;
Extraction module 202, for extracting the shape information of described first image and the content information of second image;
Fusion Module 203, for based on the shape information and content information extracted, to described first image and described Two images carry out fusion treatment, obtain target image.
Using the embodiment of the present invention, the shape information and content information of the image based on extraction are carried out at fusion to image Reason, obtains not only including the information of the first image in target image, target image, includes the information of the second image, so as to Enough improve Consumer's Experience.
Specifically, the Fusion Module 203, specifically for the content information is merged with the shape information, Obtain target image.
Further, the Fusion Module 203, specifically for utilize default synthesis model, by the content information with The shape information is merged, and obtains target image, wherein, the synthesis model is that positive is folded bed die formula, colour filter pattern, covered Cover mold formula, dimmed pattern, the pattern that brightens, sheen pattern, strong optical mode, interpolated mode, exclusion pattern, tone mode, saturation degree Pattern, color mode or luminance patterns.
Corresponding with the embodiment of the method shown in Fig. 5, Fig. 8 is the second of image processing apparatus provided in an embodiment of the present invention Structural representation is planted, the device also includes changing module 204, wherein,
Change module 204, the alteration of form for receiving for described first image is instructed, and according to the alteration of form Instruction, changes the shape of described first image;
The extraction module 202, the shape information and described second specifically for extracting the described first image after changing The content information of image.
Using the embodiment of the present invention, user can be instructed by alteration of form and the shape of the first image is changed, this Sample causes the shape of the first image to more conform to the requirement of user, so as to improve Consumer's Experience.
Corresponding with the embodiment of the method shown in Fig. 6, Fig. 9 is the 3 of image processing apparatus provided in an embodiment of the present invention Structural representation is planted, the device also includes adjusting module 205, wherein,
Adjusting module 205, is adjusted for the destination object to second image, wherein, the destination object bag Include at least one of following:Color, tone, saturation degree, transparency and brightness;
The extraction module 202, described second after shape information and adjustment specifically for extraction described first image The content information of image.
Using the embodiment of the present invention, by being adjusted to the second image, so that the whole structure of the second image is more Plus meet the requirement of user, so as to improve Consumer's Experience.
It should be noted that herein, such as first and second or the like relational terms are used merely to a reality Body or operation make a distinction with another entity or operation, and not necessarily require or imply these entities or deposited between operating In any this actual relation or order.Moreover, term " comprising ", "comprising" or its any other variant are intended to Nonexcludability is included, so that process, method, article or equipment including a series of key elements not only will including those Element, but also other key elements including being not expressly set out, or also include being this process, method, article or equipment Intrinsic key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that Also there is other identical element in process, method, article or equipment including the key element.
Each embodiment in this specification is described by the way of related, identical similar portion between each embodiment Divide mutually referring to what each embodiment was stressed is the difference with other embodiment.It is real especially for system Apply for example, because it is substantially similar to embodiment of the method, so description is fairly simple, related part is referring to embodiment of the method Part explanation.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all Any modification, equivalent substitution and improvements made within the spirit and principles in the present invention etc., are all contained in protection scope of the present invention It is interior.

Claims (10)

1. a kind of image processing method, it is characterised in that methods described includes:
The acquisition instruction for the first image and the second image is received, described first image and second image are obtained respectively;
Extract the shape information of described first image and the content information of second image;
Based on the shape information and content information extracted, fusion treatment is carried out to described first image and second image, Obtain target image.
2. according to the method described in claim 1, it is characterised in that the acquisition received for the first image and the second image refers to Order, is obtained after described first image and the second image, methods described also includes respectively:
The alteration of form received for described first image is instructed, and is instructed according to the alteration of form, changes first figure The shape of picture;
The content information of the shape information and second image for extracting described first image, including:
Extract the shape information and the content information of second image of the described first image after changing.
3. according to the method described in claim 1, it is characterised in that the acquisition received for the first image and the second image refers to Order, is obtained after described first image and the second image, methods described also includes respectively:
The destination object of second image is adjusted, wherein, the destination object includes at least one of following:Color, Tone, saturation degree, transparency and brightness;
The content information of the shape information and second image for extracting described first image, including:
The content information of second image after the shape information of extraction described first image and adjustment.
4. the method according to claim any one of 1-3, it is characterised in that described based on the shape information extracted and interior Hold information, fusion treatment is carried out to described first image and second image, target image is obtained, including:
The content information is merged with the shape information, target image is obtained.
5. method according to claim 4, it is characterised in that described to carry out the content information and the shape information Fusion, obtains target image, including:
Using default synthesis model, the content information is merged with the shape information, target image is obtained, its In, the synthesis model be positive fold bed die formula, it is colour filter pattern, covering pattern, dimmed pattern, the pattern that brightens, sheen pattern, strong Optical mode, interpolated mode, exclusion pattern, tone mode, saturation degree pattern, color mode or luminance patterns.
6. a kind of image processing apparatus, it is characterised in that described device includes:
Acquisition module, for receiving the acquisition instruction for the first image and the second image, obtain respectively described first image and Second image;
Extraction module, for extracting the shape information of described first image and the content information of second image;
Fusion Module, for based on the shape information and content information extracted, to described first image and second image Fusion treatment is carried out, target image is obtained.
7. device according to claim 6, it is characterised in that described device also includes:
Change module, the alteration of form for receiving for described first image is instructed, and is instructed according to the alteration of form, is changed Become the shape of described first image;
In the extraction module, the shape information and second image specifically for extracting the described first image after changing Hold information.
8. device according to claim 6, it is characterised in that described device also includes:
Adjusting module, is adjusted for the destination object to second image, wherein, the destination object is included below extremely One item missing:Color, tone, saturation degree, transparency and brightness;
In the extraction module, second image after shape information and adjustment specifically for extraction described first image Hold information.
9. the device according to claim any one of 6-8, it is characterised in that the Fusion Module, specifically for by described in Content information is merged with the shape information, obtains target image.
10. device according to claim 9, it is characterised in that the Fusion Module, specifically for utilizing default synthesis Pattern, the content information is merged with the shape information, target image is obtained, wherein, the synthesis model is just Piece folds bed die formula, colour filter pattern, covering pattern, dimmed pattern, the pattern that brightens, sheen pattern, strong optical mode, interpolated mode, row Except pattern, tone mode, saturation degree pattern, color mode or luminance patterns.
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CN108805849B (en) * 2018-05-22 2020-07-31 京东数字科技控股有限公司 Image fusion method, device, medium and electronic equipment
CN109729274A (en) * 2019-01-30 2019-05-07 Oppo广东移动通信有限公司 Image processing method, device, electronic equipment and storage medium
CN109729274B (en) * 2019-01-30 2021-03-09 Oppo广东移动通信有限公司 Image processing method, image processing device, electronic equipment and storage medium

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Application publication date: 20170721