CN110264546A - Image synthetic method, device, computer readable storage medium and terminal - Google Patents
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- 238000010189 synthetic method Methods 0.000 title claims abstract description 42
- 238000000034 method Methods 0.000 claims abstract description 17
- 238000004590 computer program Methods 0.000 claims description 9
- 230000015572 biosynthetic process Effects 0.000 claims description 6
- 238000006073 displacement reaction Methods 0.000 claims description 5
- 238000011946 reduction process Methods 0.000 claims description 5
- 238000003786 synthesis reaction Methods 0.000 claims description 5
- 238000010586 diagram Methods 0.000 description 9
- 230000004048 modification Effects 0.000 description 6
- 238000012986 modification Methods 0.000 description 6
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- 230000000875 corresponding effect Effects 0.000 description 5
- 230000000694 effects Effects 0.000 description 4
- 239000011521 glass Substances 0.000 description 3
- 230000004044 response Effects 0.000 description 3
- 230000002194 synthesizing effect Effects 0.000 description 3
- 230000002411 adverse Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 2
- 238000012163 sequencing technique Methods 0.000 description 2
- 230000001052 transient effect Effects 0.000 description 2
- 241000208340 Araliaceae Species 0.000 description 1
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 description 1
- 235000003140 Panax quinquefolius Nutrition 0.000 description 1
- 230000003190 augmentative effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000002596 correlated effect Effects 0.000 description 1
- 230000002708 enhancing effect Effects 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/60—Editing figures and text; Combining figures or text
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/70—Denoising; Smoothing
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20212—Image combination
- G06T2207/20221—Image fusion; Image merging
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- Computer Vision & Pattern Recognition (AREA)
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Abstract
The present invention relates to a kind of image synthetic method, device, computer readable storage medium and terminals, this method comprises: obtaining the first image；Obtain target image；The second image is formed after handling the target image；Second image is incorporated into the first image.Using image synthetic method, device, computer readable storage medium and terminal of the invention, it can reduce to the content requirement in original image, so as to be incorporated into other images to be synthesized in the original image comprising arbitrary content, expand use scope；In addition, to reduce operation difficulty, convenient for the user to operate, further the user experience is improved without obtaining the coordinate information of at least two pixels in the picture simultaneously.
Description
Technical field
It, can more particularly to a kind of image synthetic method, device, computer the present invention relates to image composing technique field
Read storage medium and terminal.
Background technique
In the prior art, image synthesis is not handled target image, is required handling target image
There must be bust that could be handled in original image；In addition, at least two must be obtained simultaneously when handling target image
The coordinate information of pixel.
Therefore, in order to reduce requirement when image merges to picture material, so that merging is more convenient, more meeting user is needed
It asks；It is convenient for the user to operate simultaneously, reduce operation difficulty；So being badly in need of proposing a kind of image synthetic method to solve above-mentioned ask
Topic.
Summary of the invention
The purpose of the present invention is to provide a kind of image synthetic method, device, computer readable storage medium and terminal,
Realize the purpose merged when original image is non-portrait with other images；Operation difficulty is reduced simultaneously, is convenient for
User's operation, further the user experience is improved.
The purpose of the present invention is realized using following technical scheme.Image synthetic method proposed according to the present invention, packet
It includes following steps: obtaining the first image；Obtain target image；The second image is formed after handling the target image；It will
Second image is incorporated into the first image.
The purpose of the present invention can also be further achieved by the following technical measures.
Image synthetic method above-mentioned, it is described the target image is handled after form the second image before also
It include: to be pre-processed to the first image.
Image synthetic method above-mentioned, it is described to the first image carry out pretreatment include: by the first image
It zooms in and out in proportion；And/or the first image is cut.
Image synthetic method above-mentioned, it is described that the first image is pre-processed further include: to first figure
As carrying out anti-distortion processing；And/or noise reduction process is carried out to the first image.
Image synthetic method above-mentioned, it is described the target image is handled after formed the second image include:
Reference point is chosen in the first image；First is obtained in the target image calculates point and the second calculating point；According to described
Reference point, described first calculate point and described second and calculate point calculating target component；According to the target component modification with it is described
The relevant position attribution of target image.
Image synthetic method above-mentioned, when the first image is rectangle, the diagonal line for choosing the first image is handed over
Point is as a reference point.
Image synthetic method above-mentioned, the target component include at least one of following parameter: displacement；Rotation
Angle；Scaling.
Image synthetic method above-mentioned when the quantity of the target image is not less than two, is closed in second image
And into the first image before further include: processing is ranked up to the target image；Or second image is carried out
Sequence processing.
Also the following technical solution is employed for the purpose of the present invention to realize.A kind of image synthesis proposed according to the present invention
Device, comprising: the module for the step of executing image synthetic method described in aforementioned any one claim.
Also the following technical solution is employed for the purpose of the present invention to realize.One kind proposed according to the present invention is computer-readable
Storage medium is stored thereon with computer program, which, which is performed, realizes figure described in aforementioned any one claim
As synthetic method.
Also the following technical solution is employed for the purpose of the present invention to realize.A kind of terminal proposed according to the present invention, including
Memory, processor and storage on a memory and the computer program that can run on a processor, processor execution institute
Aforementioned described in any item image synthetic methods are realized when stating computer program.
The present invention has obvious advantages and beneficial effects compared with the existing technology.By above-mentioned technical proposal, the present invention
Image synthetic method, device, computer readable storage medium and the terminal of proposition at least have following advantages and the utility model has the advantages that
(1) it reduces to the content requirement in original image, so as to be incorporated into other images to be synthesized comprising any
In the original image of content, use scope is expanded.
(2) it is not necessarily to while being obtained the coordinate information of at least two pixels, to reduce operation difficulty, is grasped convenient for user
Make, further the user experience is improved.
The above description is only an overview of the technical scheme of the present invention, in order to better understand technological means of the invention, and
It can be implemented in accordance with the contents of the specification, and to allow above and other objects, features and advantages of the invention can be brighter
Show understandable, it is special below to lift preferred embodiment, and cooperate attached drawing, detailed description are as follows.
Detailed description of the invention
Fig. 1 is the image synthetic method flow diagram of one embodiment of the invention；
Fig. 2 is the image synthetic method flow diagram of one embodiment of the invention；
Fig. 3 is the image synthetic method flow diagram of one embodiment of the invention；
Fig. 4 is the image synthetic method flow diagram of one embodiment of the invention；
Fig. 5 is the image synthetic method flow diagram of one embodiment of the invention；
Fig. 6 is the image synthetic method flow diagram of one embodiment of the invention；
Fig. 7 is the structural block diagram of the terminal of one embodiment of the invention.
Wherein, corresponding relationship of the Fig. 1 into Fig. 7 between appended drawing reference and title are as follows:
Terminal 10000, memory 11000, computer program 11100, processor 12000.
Specific embodiment
It is of the invention to reach the technical means and efficacy that predetermined goal of the invention is taken further to illustrate, below in conjunction with
Attached drawing and preferred embodiment, to image synthetic method, device, computer readable storage medium and end proposed according to the present invention
Specific embodiment, structure, feature and its effect at end, detailed description is as follows.
It can be with although each embodiment represents the single combination of application step, the step of different embodiments of the invention
Replacement, or merge combination, thus the present invention it is also contemplated that in the identical and/or different embodiment comprising record step it is all
It may combination.Thus, if one embodiment includes step A, B, C, another embodiment includes the combination of step B and D, then
The present invention is also considered as the every other possible combined embodiment including the one or more steps containing A, B, C, D, although
The embodiment may not have specific literature record in the following contents.
Noun involved in the embodiment of the present invention will be explained and be illustrated below:
It should be apparent to a person skilled in the art that the present invention is not defined the file format of image, file format
It can be any one in normal image format, such as jpg, bmp, jpg, png, tif, gif, cdr, ai, wmf, psd etc..
It should be apparent to a person skilled in the art that the acquisition in the present invention can be actively obtain, be also possible in response to
Request instruction is obtained, and be can be and is obtained in preset time range, and acquisition or other modes in real time are also possible to, because
It is not primary object of the invention so herein without explaining in detail and describing to obtain.
Below in conjunction with attached drawing, describe in detail to a kind of image synthetic method provided in an embodiment of the present invention.
Fig. 1 is the image synthetic method flow diagram of one embodiment of the invention.Referring to Fig. 1, the present invention is exemplary
Image synthetic method mainly comprises the steps that
S100: the first image is obtained.
Wherein, the first image refers to the image as composograph base, can also be called basic figure layer or Background
Layer, those skilled in the art are understood that the title regardless of the first image is, as long as later period image to be synthesized is folded
Add scheme on the first image all should be within the scope of the present invention.
S200: target image is obtained.
Wherein, target image refers to the image for being different from the first image.
In some embodiments, the quantity of target image is one.Because the quantity of target image only has one, obtain
The speed taken is fast, reduces the holding time of bandwidth, to improve efficiency；It is also convenient for promoting the processing speed in later period simultaneously.
In further embodiments, Fig. 5 is referred to, when the quantity of target image is not less than two, is merged in the second image
Before into the first image further include:
S210: processing is ranked up to target image.
Wherein, sequence processing can be is ranked up according to predetermined order rule automatically, is also possible in response to user's
Sequencing requests are ranked up.
In some embodiments, sequence processing can be increased or be deleted to target image according to user demand.Another
In some embodiments, sequence processing can specify the sequence of target image to be ranked up according to user.
Embodiment provided by the invention for target image be multiple the case where sequence step is added, convenient for guaranteeing obtaining
Wish when target image fully according to preset order or user obtains, and changes so as to avoid because of acquisition sequence to final
The effect of synthesising picture adversely affects, and further the user experience is improved；It ensure that the efficient utilization of transmission path simultaneously,
To avoid the wasting of resources, use cost is saved, the market competitiveness is further promoted.
S400: the second image is formed after handling target image.
Those skilled in the art is it is to be appreciated that the second image is formed after treatment by target image.
Wherein, processing, which refers to, is handled target image according to presetting method.Optionally, presetting method can be to mesh
Logo image is checked, confirms whether the Index for examination parameter of target image meets preset condition, if meeting preset condition
Target image is confirmed as the second image.Optionally, right if discovery Index for examination parameter is unsatisfactory for preset condition after checking
Target image is modified or updates relevant Index for examination parameter, and target image is confirmed as the after correlated condition until meeting
Two images.
In some embodiments, Fig. 4 is referred to, aforementioned step S400 is specifically included:
S410 chooses reference point in the target image.
Wherein, reference point refers to the coordinate points calculated according to the attribute information of the target image of acquisition.Example
Such as, when target image is rectangle, cornerwise intersection point of corresponding rectangle can be selected as reference point, it can also be by corresponding rectangle region
Other points in domain are as a reference point.When target image is other shapes, reference point can be selected as in the center of corresponding figure；?
It can be as a reference point by other geometric centers of corresponding figure.
It should be apparent to a person skilled in the art that choosing reference point in the present invention is the shape attribute meter according to target image
It obtains, it is unrelated with the particular content in target image, as long as therefore determine the side of reference point in the same way
Method all should be within the scope of the present invention.
S420 obtains the first calculating point and second in the target image and calculates point.
Wherein, the first calculating point and the second calculating point can be after user inputs and acquire；Be also possible to automatically according to
The association attributes of targeted graphical are calculated.In some embodiments, user's input refers to user by touching in targeted graphical
Coordinate points be determined.In some embodiments, user's input refers to that user clicks the coordinate in targeted graphical by mouse
Point is determined.In some embodiments, user's input refers to that user passes through the coordinate points position in voice control targeted graphical
It is determined.In other embodiments, the operation of user can be prompted when user carries out input operation.Wherein,
Prompt can be voice prompting, graphical cues or animation prompt etc..
S430 calculates point and second according to reference point, first and calculates point calculating target component.
Wherein, target component refers to the parameter preset, these parameters are that target image is adjusted to the pass of the second image
Bond parameter.
In some embodiments, first point is calculated as instruction point, the second calculating point is contact, and target component is contact and finger
Show the deviation between a little.
Specifically, instruction point coordinate (relative to reference point) can be calculated using following formula:
Const real_x=r* (Math.cos (theta) * v.x-Math.sin (theta) * v.y)；
Const real_y=r* (Math.sin (theta) * v.x+Math.cos (theta) * v.y)；
Above formula parameter declaration is as follows:
R is magnification, and theta is rotation angle, and v is target image contact and target image reference point line vector.
Departure can by calculate contact coordinate and instruction point coordinate between difference be calculated i.e. (delta_x,
delta_y)。
S440 modifies position attribution relevant to target image according to target component.
In some embodiments, the relevant position attribution of target image is identical as target component, in some embodiments, mesh
The relevant position attribution of logo image is the factor for directly affecting target component, and in further embodiments, target image is relevant
Position attribution is the factor that target component directly affects.
In some embodiments, target component is rotation angle.The present invention by calculate rotation angle after, modification or
The relevant position attribution of target image is updated, so that the second image made meets the needs of user merges image.
Specifically, reference point and first calculates line formation primary vector between point, reference point and second is calculated between point
Line forms secondary vector, wherein the starting point of primary vector and secondary vector is reference point；Then it is calculated according to two vectors
Angle is rotated out.
Certainly, those skilled in the art can also calculate rotation angle using other modes, as long as ginseng is utilized
The method that examination point, the first calculating point and second calculate point all should be within the scope of the present invention.
In some embodiments, target component is scaling.The present invention by calculate scaling after, modification or
The relevant position attribution of target image is updated, so that the second image made meets the needs of user merges image.
Specifically, scaling can be calculated using following formula: scale=Math.sqrt (V1.x*
V1.x+V1.y*V1.y)/L0.Wherein, scale refers to scaling, and V1 is second to calculate point, coordinate value be (V1.x,
), V1.y L0 is the first image diagonal apart from half.
In some embodiments, target component is displacement.After the present invention is by calculating displacement, modification or update
The relevant position attribution of target image, so that the second image made meets the needs of user merges image.
Specifically, displacement can be obtained by calculating offset.
In some embodiments, Fig. 6 is referred to be incorporated into when the quantity of target image is not less than two in the second image
Before in first image further include:
S450: processing is ranked up to the second image.
Wherein, sequence processing can be is ranked up according to predetermined order rule automatically, is also possible in response to user's
Sequencing requests are ranked up.
In some embodiments, sequence processing can be increased or be deleted to target image according to user demand.Another
In some embodiments, sequence processing can specify the sequence of target image to be ranked up according to user.
Embodiment provided by the invention for the second image be multiple the case where sequence step is added, convenient for guaranteeing obtaining
Wish when the second image fully according to preset order or user obtains, and changes so as to avoid because of acquisition sequence to final
The effect of synthesising picture adversely affects, and further the user experience is improved；It ensure that the efficient utilization of transmission path simultaneously,
To avoid the wasting of resources, use cost is saved, the market competitiveness is further promoted.
S500: the second image is incorporated into the first image.
The image that those skilled in the art is understood that after merging can be the unique image of format, can also be with
It is the effect after the identical image superposition of several formats, it should as long as being an entirety after visually thinking that image merges
Within the scope of the present invention.
Fig. 2 is the image synthetic method flow diagram of one embodiment of the invention.Referring to Fig. 2, the present invention is exemplary
Image synthetic method further comprises the steps of: before forming the second image after handling target image
S300: the first image is pre-processed.
It should be apparent to a person skilled in the art that after being pre-processed to the first image, subsequent step can be more convenient with
It is rapidly performed by, while also avoiding calculating the case where malfunctioning.
In some embodiments, Fig. 3 is referred to, aforementioned step S300 is specifically included:
S310: the first image is zoomed in and out in proportion；And/or the first image is cut.
Specifically, after the first image is zoomed in and out in proportion in some embodiments, so that it may will be in the first image
The part that user needs is determined as synthesizing base map.
After the first image is cut in some embodiments, so that it may carry out the first image according to user demand
It is sized and is determined as synthesizing base map.
It, just can be with after the first image is zoomed in and out in proportion in some embodiments and is cut the first image
It is determined as synthesizing base map after the part that user in first image needs is cut size.
In some embodiments, Fig. 3, aforementioned step S300 are referred to further include:
S320: anti-distortion processing is carried out to the first image；And/or noise reduction process is carried out to the first image.
Specifically, in some embodiments will be after the progress anti-distortion processing of the first image, so that it may prevent from grasping because of other
First image of opposing causes the problem of distortion to be handled in time, guarantees that the clarity of image and colorfulness all meet user's need
It asks.
It in some embodiments will be after the first image progress noise reduction process, so that it may prevent because other operations are to the first figure
It is handled in time as leading to the problem of noise, guarantees that the attributes such as clarity and the colorfulness of image all meet user demand.
After the first image is carried out anti-distortion processing in some embodiments and the first image is carried out noise reduction process, just
It can prevent from leading to the problem of noise to the first image because of other operations and distortion is handled in time, guarantee the clarity of image
All meet user demand with attributes such as colorfulnesses.
In further embodiments, pretreatment further includes that a unified coordinate system is established in the first image, after being convenient for
The referential of continuous operation is identical, to avoid causing calculated result inaccurate because referential chooses difference, composograph is discontented
The case where foot requires occurs.
The embodiment of the invention also provides a kind of devices of image synthesis, and in some embodiments, device includes on executing
State the module of the image composition method step in any one embodiment.Those skilled in the art is it is to be appreciated that the present invention mentions
The device of confession has the beneficial effect as in above-described embodiment, herein with regard to no longer being repeated.
The embodiment of the invention also provides a kind of computer readable storage mediums, are stored thereon with computer program 11100,
The step of program realizes aforementioned any embodiment method when being executed by processor 12000.Wherein, computer readable storage medium
It can include but is not limited to any kind of disk, including floppy disk, CD, DVD, CD-ROM, mini drive and magneto-optic disk,
ROM, RAM, EPROM, EEPROM, DRAM, VRAM, 11000 equipment of flash memory, magnetic or optical card, nanosystems (including point
Sub memory 11000IC), or it is suitable for any kind of medium or equipment of store instruction and/or data.Specific implementation procedure
It may refer to illustrating for above method embodiment, herein without repeating.
The embodiment of the invention also provides a kind of terminal 10000, including memory 11000, processor 12000 and it is stored in
On memory 11000 and the computer program 11100 that can be run on processor 12000.Wherein processor 12000 executes calculating
The method of any one of above-described embodiment is realized when machine program 11100.
Any one of above-described embodiment is realized when processor 12000 executes computer program 11100 in some embodiments
Image synthetic method.Specific implementation procedure may refer to illustrating for above method embodiment, herein without repeating.
In the embodiment of the present invention, processor 12000 is the control centre of computer system, can be the processor of physical machine
12000, it is also possible to the processor 12000 of virtual machine.In the embodiment of the present invention, at least one is stored in memory 11000
Instruction, instruction are loaded by processor 12000 and are executed to realize the method in above-mentioned each embodiment.
Terminal in the embodiment of the present invention can include but is not limited to smart phone, tablet computer, palm PC, a number
Device having a display function and the enhancings such as word assistant (Personal Digital Assistant, PAD), interactive intelligent tablet computer
Reality glasses (or being AR glasses, intelligent glasses) or other augmented reality equipment (or being AR equipment), virtual reality set
Standby (or being VR equipment), removable computer, smart phone, smartwatch or other wearable devices, navigation device or other
The equipment that operation can be interacted with user.
In another embodiment of the present invention, processor 12000 may include one or more processing cores, such as 4 cores
Processor 12000,8 core processors 12000 etc..Processor 12000 can use DSP (Digital Signal
Processing, Digital Signal Processing), FPGA (Field-Programmable Gate Array, field-programmable gate array
Column), at least one of PLA (Programmable Logic Array, programmable logic array) example, in hardware realizes.Place
Reason device 12000 also may include primary processor 12000 and coprocessor 12000, and primary processor 12000 is for in wake-up shape
The processor 12000 that data under state are handled, also referred to as CPU (Central Processing Unit, central processing unit
12000)；Coprocessor 12000 is the low power processor 12000 for being handled data in the standby state.
Memory 11000 may include one or more computer readable storage mediums, the computer readable storage medium
It can be non-transient.Memory 11000 may also include high-speed random access memory 11000 and nonvolatile memory
11000, such as one or more disk storage equipments, flash memory device.In some embodiments of the invention, memory
For non-transient computer readable storage medium in 11000 for storing at least one instruction, which is used for quilt
Processor 12000 is performed to realize the method in the embodiment of the present invention.
The above described is only a preferred embodiment of the present invention, limitation in any form not is done to the present invention, though
So the present invention has been disclosed as a preferred embodiment, and however, it is not intended to limit the invention, any technology people for being familiar with this profession
Member, without departing from the scope of the present invention, when the technology contents using the disclosure above are modified or are modified
For the equivalent embodiment of equivalent variations, but anything that does not depart from the technical scheme of the invention content, according to the technical essence of the invention
Any simple modification, equivalent change and modification made to the above embodiment, all of which are still within the scope of the technical scheme of the invention.
Claims (11)
1. a kind of image synthetic method, which is characterized in that the described method comprises the following steps:
Obtain the first image；
Obtain target image；
The second image is formed after handling the target image；
Second image is incorporated into the first image.
2. image synthetic method according to claim 1, which is characterized in that it is described to the target image at
It is formed after reason before the second image further include:
The first image is pre-processed.
3. image synthetic method according to claim 2, which is characterized in that described to be located in advance to the first image
Reason includes:
The first image is zoomed in and out in proportion；And/or
The first image is cut.
4. image synthetic method according to claim 3, which is characterized in that described to be located in advance to the first image
Reason further include:
Anti-distortion processing is carried out to the first image；And/or
Noise reduction process is carried out to the first image.
5. image synthetic method according to claim 1, which is characterized in that described to handle the target image
After form the second image and include:
Reference point is chosen in the first image；
First is obtained in the target image calculates point and the second calculating point；
Point and described second, which is calculated, according to the reference point, described first calculates point calculating target component；
Position attribution relevant to the target image is modified according to the target component.
6. image synthetic method according to claim 5, which is characterized in that
When the first image is rectangle, the diagonal line intersection point for choosing the first image is as a reference point.
7. image synthetic method according to claim 5, which is characterized in that
The target component includes at least one of following parameter:
Displacement；
Rotate angle；
Scaling.
8. image synthetic method according to claim 1, which is characterized in that
When the quantity of the target image is not less than two, also wrapped before second image is incorporated into the first image
It includes:
Processing is ranked up to the target image；Or
Processing is ranked up to second image.
9. a kind of device of image synthesis, which is characterized in that described device includes:
Perform claim requires the module of the step of image synthetic method described in any one of 1 to 8 claims.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that
The program is performed the image synthetic method realized as described in any one of claims 1 to 8 claim.
11. a kind of terminal including memory, processor and stores the computer journey that can be run on a memory and on a processor
Sequence, which is characterized in that
The processor realizes the side such as image of any of claims 1-8 synthesis when executing the computer program
Method.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111275800A (en) * | 2020-01-15 | 2020-06-12 | 北京字节跳动网络技术有限公司 | Animation generation method and device, electronic equipment and computer readable storage medium |
| CN113012657A (en) * | 2019-12-19 | 2021-06-22 | 北京嗨动视觉科技有限公司 | Layer processing method and device, video processing equipment and computer readable storage medium |
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| CN111275800A (en) * | 2020-01-15 | 2020-06-12 | 北京字节跳动网络技术有限公司 | Animation generation method and device, electronic equipment and computer readable storage medium |
| CN111275800B (en) * | 2020-01-15 | 2021-09-14 | 北京字节跳动网络技术有限公司 | Animation generation method and device, electronic equipment and computer readable storage medium |
| US11972517B2 (en) | 2020-01-15 | 2024-04-30 | Beijing Bytedance Network Technology Co., Ltd. | Animation generation method and apparatus, electronic device, and computer-readable storage medium |
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