CN107707809A - A kind of method, mobile device and the storage device of image virtualization - Google Patents
A kind of method, mobile device and the storage device of image virtualization Download PDFInfo
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- CN107707809A CN107707809A CN201710709675.7A CN201710709675A CN107707809A CN 107707809 A CN107707809 A CN 107707809A CN 201710709675 A CN201710709675 A CN 201710709675A CN 107707809 A CN107707809 A CN 107707809A
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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
- H04N23/95—Computational photography systems, e.g. light-field imaging systems
- H04N23/951—Computational photography systems, e.g. light-field imaging systems by using two or more images to influence resolution, frame rate or aspect ratio
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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
- H04N23/60—Control of cameras or camera modules
- H04N23/67—Focus control based on electronic image sensor signals
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- Computing Systems (AREA)
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Abstract
The invention discloses method, mobile device and the storage device of a kind of image virtualization.This method includes：First image is obtained by camera module；Change the lens location of camera module；The second image is obtained by camera module afterwards；First image and the second image are synthesized into the 3rd image, the 3rd image is selectivity virtualization image.By the above-mentioned means, the present invention can realize that image blurs only by one group of camera module.
Description
Technical field
The present invention relates to image taking technology field, more particularly to a kind of method of image virtualization, mobile device and
Storage device.
Background technology
At present, mobile device take pictures expressive ability have become consumer concern emphasis, and wherein image virtualization bat
Gimmick is taken the photograph to be used widely.Image virtualization can enable picture main body more protrude, and show a kind of peculiar aesthetic feeling, be wide
One kind that big photography user is keen to very much is taken pictures pursuit.Image virtualization on the mobile apparatus, actually imitates large aperture list
Backhand goes out to blur a kind of gimmick of photo, to realize the photo of virtualization effect, it is necessary to which camera lens meets long-focus, large aperture and choosing
Suitable shooting distance is selected, could realize background blurring, this is typically necessary camera lens of specialty and suitable selection photographed scene
It can be only achieved, part slr camera can take this effect.However, on the mobile apparatus, it is limited to the rule of camera module
Lattice and technological level, the camera module for fully meeting requirement can not be produced.
Mainly there are two methods to realize that image blurs on the mobile apparatus.
First, using background blurring software algorithm, after taking pictures, software algorithm cuts out needs in photo according to user's request
Prominent part, then image remainder is subjected to fuzzy algorithmic approach processing, it is then that both synthesis, final generation is a kind of similar
In a kind of background blurring effect that single backhand goes out, because photo needs prominent main body to be caught completely by algorithm and shear life
Into having larger error, the virtualization photo effect generated in this way is poor；
Second, using two camera modules, wherein one catches shooting main body, another catches picture depth of view information, so
The depth of view information captured is equally first passed through afterwards, and to cut out things main part, then remaining secondary part carries out mould by image
Algorithm process is pasted, then synthesizes it, because algorithm can accurately be found according to depth of view information needs prominent things, this
The photo effect of kind method generation will get well compared with former approach；
Although both approaches can realize that picture blurs, actual effect is less than completely really to be used on list is anti-
The optical lens of the shallow depth of field is imaged the virtualization effect formed naturally.
The content of the invention
In view of this, the present invention solves the technical problem of method, the mobile device that a kind of virtualization of image is provided with
And storage device, it can realize that image blurs only by one group of camera module.
In order to solve the above technical problems, one aspect of the present invention is：A kind of method of image virtualization is provided,
This method includes：
First image is obtained by camera module；Change the lens location of camera module；Afterwards by imaging head mould
Group obtains the second image；First image and the second image are synthesized into the 3rd image, the 3rd image is selectivity virtualization image.
In order to solve the above technical problems, another technical scheme that the present invention uses is：A kind of mobile device is provided, the shifting
Dynamic equipment includes processor and camera module, processor connection camera module, and processor is able to carry out program to realize
Act below：
Camera module is controlled to obtain the first image；Change the lens location of camera module；The head mould of control shooting afterwards
Group obtains the second image；First image and the second image are synthesized into the 3rd image, the 3rd image is selectivity virtualization image.
In order to solve the above technical problems, another technical scheme that the present invention uses is：A kind of storage device is provided, this is deposited
Storage device is had program stored therein data, and the routine data can be performed to realize a kind of method of image virtualization, and this method includes：
First image is obtained by camera module；Change the lens location of camera module；Afterwards by imaging head mould
Group obtains the second image；First image and the second image are synthesized into the 3rd image, the 3rd image is selectivity virtualization image.
The beneficial effects of the invention are as follows：Prior art is different to be synthesized by two groups of picture collection devices collection pictures
Image blurs picture, and the present invention obtains the first image by camera module, changes the lens location of camera module afterwards, obtains
The second image is taken, so as to the 3rd image of synthesis of selective virtualization, only by one group of camera module, realizes that image blurs.
Brief description of the drawings
Fig. 1 is the principle schematic of camera module of the present invention；
Fig. 2 is the schematic flow sheet of the embodiment of image weakening method one of the present invention；
Fig. 3 is the schematic flow sheet of another embodiment of image weakening method of the present invention；
Fig. 4 is the structural representation of the embodiment of mobile device one of the present invention；
Fig. 5 is the structural representation of the embodiment of inventive memory device one.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes.
Referring to Fig. 1, Fig. 1 is the principle schematic of camera module of the present invention.
In the present embodiment, the camera lens of camera module is equivalent to a convex lens, due to the presence of the convex lens depth of field, so
When taking, it is necessary to which the main body of shooting is in field depth, and other parts are then in outside field depth, now, are only in
Object in field depth just understands imaging clearly, and is in the outer other parts of field depth then image blur, so as to form one
Kind main body is clear, and the virtualization shooting effect that other background parts of surrounding are fuzzy.
In the present embodiment, the depth of field changes with the change of the focal length of camera lens, f-number and shooting distance.For movement
For equipment, the focal length and f-number of mobile device are fixed values, are to make camera module in mobile device production process
When specification and technological level determined, the later stage possibly it can not be adjusted, therefore mobile device complete production after
The focal length and f-number of its camera module just determine therewith, due to the focal length and aperture of the camera module of mobile device
It is not enough to be formed the condition of the shallow depth of field, in the field depth of camera module, captured photo imaging clearly, with shooting
The distance of distance, definition can be different.
Referring to Fig. 2, Fig. 2 is the schematic flow sheet of the embodiment of image weakening method one of the present invention.
S201：First image is obtained by camera module；
In the present embodiment, camera module shoots the first image as needed, and the first image can be picture rich in detail, or
Person is virtualization blurred picture, and the second image is corresponding with the first image, that is to say, that when the first image is picture rich in detail, the second figure
It is on the contrary then anti-as being virtualization blurred picture.
S202：Change the lens location of camera module；
In the present embodiment, by driving the movement of camera module internal motor, so as to promote camera lens to move, actually
Do not change the focal length of camera lens, simply change the focusing position of camera module, so camera lens can be allowed to be moved to properly
Position, allow the object being taken to be within field depth, so as to can be received in the field depth of camera lens opposite side
Clearly it is imaged, thus realizes auto-focusing (Auto Focus) within the specific limits.Auto-focusing does not change burnt
Away from, but change object distance with apart, so as to which most clearly point can be imaged to find shooting main body.
When camera module finds most clearly focusing, continue to control camera lens to move forward and backward, it is found that image
It will thicken, due to the movement of camera lens, subject deviate from the image space of best sharpness, cause whole picture all
It can thicken, that is, unintelligible, the phenomenon of fuzzy pictures of focusing.As long as the distance that camera lens can be controlled to move is suitable, just
The effect of the completely fuzzy virtualization to current scene picture can be fully achieved, that is to say and form fuzzy virtualization using optical characteristics
Effect, and it is this virtualization effect as the virtualization effect of slr camera all be due to imaging it is unintelligible cause, compared with use
Software, which is realized, has more preferable imaging effect.
S203：Second image is obtained by camera module；
In the present embodiment, the second image is corresponding with the first image, that is to say, that when the first image is picture rich in detail, the
Two images are virtualization blurred picture, and when the first image is blurs blurred picture, the second image is picture rich in detail, i.e., when the first figure
When as obtained by the shooting in the field depth of camera module, control the camera lens of camera module to be moved to outside field depth and shoot
The second fuzzy image of virtualization, when obtained by the first image shoot outside the field depth of camera module, control images head mould
The camera lens of group is moved to the second image of shooting clear in field depth.
S204：First image and the second image are synthesized into the 3rd image, the 3rd image is selectivity virtualization image；
In the present embodiment, the 3rd image can be the either selectivity virtualization such as main body virtualization image of background blurring image
Image, the first image and the second image shot according to camera module, carry out synthesizing the 3rd image, when the first image is clear
Clear image, when the second image is blurs blurred picture, the profile of clear main body is determined in the first image, so as to cut out needs
Clearly main body, it would be desirable to which clearly main body is embedded in correspondence position on the second image, and then synthesizes that main body is clear and background mould
3rd image of paste, when the first image is virtualization blurred picture, when the second image is picture rich in detail, determination is empty in the first image
Change the profile of processing main body, so as to cut out the main body for needing to blur processing, it would be desirable to which the main body for blurring processing is embedded in second
Correspondence position on image, and then synthesize the 3rd image of main body virtualization and clear background.
Above as can be seen that the present invention obtains the first image by camera module, change the mirror of camera module afterwards
Head position, obtains the second image, so as to the 3rd image of synthesis of selective virtualization, only by one group of camera module, realizes figure
As virtualization.
Referring to Fig. 3, Fig. 3 is the schematic flow sheet of another embodiment of image weakening method of the present invention.
S301：Open camera module；
In the present embodiment, the shoot function of mobile device is enabled, opens camera module, as needed the corresponding figure of shooting
Piece.The position of camera module on the mobile apparatus can be located at the end of mobile device, or in mobile device
Portion region etc. shoots work, it is necessary to meet that the camera module progress for being capable of convenient use mobile device is relative, does not limit herein
It is fixed.
S302：Reference object is selected, completes focusing；
In the present embodiment, the first image is shot by camera module, to clapping in the field depth of camera module
Take the photograph target to be focused, obtain first image of the picture rich in detail as the present embodiment.
Alternatively, camera module can carry out focusing shooting outside field depth to photographic subjects, obtain a virtualization figure
As the first image as the present embodiment, corresponding second image is then picture rich in detail, by the above-mentioned means, can equally reach
3rd image of the present embodiment synthesis of selective virtualization, is not limited herein.
S303：Judge whether selected focus target, and complete to focus；
In the present embodiment, if selecting focus target, and complete to focus, then step S304 is performed, if unselected focusing
Target, then continue executing with step S302.
S304：The suitable virtualization effect of selection；
In the present embodiment, by driving the movement of camera module internal motor, so as to promote camera lens along shooting head mould
The depth of field direction movement of group, outside the field depth of camera module and according to selected corresponding virtualization effect, corresponding
The depth of field obtain second image of the virtualization image as the present embodiment corresponding with the first image, that is, select suitably void
After changing effect, camera module is corresponding to shoot the second image, the first image according to the location of target of the first image of shooting
With the second image in addition to image quality readability difference other feature all sames.
Alternatively, the second image is corresponding with the first image, that is to say, that when the first image is picture rich in detail, the second image
To blur blurred picture, when the first image is blurs blurred picture, the second image is picture rich in detail, i.e., when the first image is being taken the photograph
When as obtained by being shot in the field depth of head mould group, control the camera lens of camera module to be moved to outside field depth and shoot virtualization mould
Second image of paste, when obtained by the first image is shot outside the field depth of camera module, control the mirror of camera module
Head is moved to the second image of shooting clear in field depth.
Alternatively, the virtualization effect in the present embodiment can be according to camera module focusing and the depth of field of camera module
Scope departure degree, to realize different virtualization effects, that is to say, that the depth of field of camera module focusing and camera module
Scope departure degree is bigger, and resulting image is fuzzyyer.
In the present embodiment, by driving the movement of camera module internal motor, so as to promote camera lens to move, actually
Do not change the focal length of camera lens, simply change the focusing position of camera module, so camera lens can be allowed to be moved to properly
Position, allow the object being taken to be within field depth, so as to can be received in the field depth of camera lens opposite side
Clearly it is imaged, thus realizes auto-focusing (Auto Focus) within the specific limits.Auto-focusing does not change burnt
Away from, but change object distance with apart, so as to which most clearly point can be imaged to find shooting main body.
When camera module finds most clearly focusing, continue to control camera lens to move forward and backward, it is found that image
It will thicken, due to the movement of camera lens, subject deviate from the image space of best sharpness, cause whole picture all
It can thicken, that is, unintelligible, the phenomenon of fuzzy pictures of focusing.As long as the distance that camera lens can be controlled to move is suitable, just
The effect of the completely fuzzy virtualization to current scene picture can be fully achieved, that is to say and form fuzzy virtualization using optical characteristics
Effect, and it is this virtualization effect as the virtualization effect of slr camera all be due to imaging it is unintelligible cause, compared with use
Software, which is realized, has more preferable imaging effect.
S305：Judge to blur whether effect selects to finish；
In the present embodiment, if blurring, effect is chosen to be finished, and performs step S306, if virtualization effect is non-selected complete
Finish, then continue executing with step S304.
S306：Shooting is completed, generates the 3rd image；
In the present embodiment, shooting action is terminated, the first image and the second image shot according to camera module closes
Into the 3rd image and export, the present embodiment using the first image as picture rich in detail, the second image for virtualization image exemplified by be illustrated
The method for synthesizing the 3rd image, not thereby first image and the second image of the present embodiment are caused to limit.
Alternatively, according to the first image, the clearly main body of the 3rd image is obtained, clearly main body will be synthesized to the second figure
As upper correspondence position, the 3rd clear and background blurring image of main body is obtained；Or according to the first image, obtain the 3rd image
Clearly background, clearly background correspondence position on the second image will be synthesized to, and obtain the 3rd of main body virtualization and clear background
Image.
Alternatively, by determining the profile of image subject on the first image, so as to select clearly main body or clear
Background, determine image subject profile be as algorithm cut obtained by, be those skilled in the art's customary means, herein just not
Repeat again.
In summary, the present invention obtains the first image in the field depth of camera module, the head mould of control shooting afterwards
The camera lens of group is moved in the depth of field direction of camera module, and the second image is obtained outside the field depth of camera module, so as to
3rd image of synthesis of selective virtualization, by one group of camera module, realize that image blurs, image virtualization can be improved.
Referring to Fig. 4, Fig. 4 is the structural representation of the embodiment of mobile device one of the present invention.
In the present embodiment, mobile device 400 includes processor 401 and camera module 402, and processor 401 connects
Camera module 402, position of the camera module 402 on mobile device 400 can be located at the end of mobile device 400, again
Or central region positioned at mobile device 400 etc. is, it is necessary to meet the camera module for being capable of convenient use mobile device 400
402 carry out corresponding shooting work, do not limit herein.
Processor 401 is able to carry out program to realize following action：Camera module 402 is controlled in its field depth,
A picture rich in detail is obtained as the first image；The camera lens of camera module 402 is controlled to be moved along depth of field direction afterwards, in its depth of field
A virtualization image corresponding with picture rich in detail is obtained outside scope as the second image；According to the first image, the 3rd image is obtained
Clearly main body, clearly main body will be synthesized to correspondence position on the second image, obtain main body it is clear and background blurring the 3rd
Image；Or according to the first image, obtain the clearly background of the 3rd image, will clearly background be synthesized to it is right on the second image
Position is answered, obtains the 3rd image of main body virtualization and clear background.
Processor 401 is by driving the movement of the internal motor of camera module 402, so as to promote camera lens to move, actually
The focal length of camera lens is not changed, the focal length and aperture of camera module 402 keep constant, simply change camera module
402 focusing position, so camera lens can be allowed to be moved to suitable position, allow the object being taken to be within field depth,
Clearly it is imaged so as to can be received in the field depth of camera lens opposite side, thus realizes within the specific limits automatic
Focusing.Auto-focusing not change focal length, but change object distance with apart, so as to come find shooting main body can be imaged most
Clearly point.
When camera module 402 finds most clearly focusing, continue to control camera lens to move forward and backward, it is found that figure
As can all thicken, due to the movement of camera lens, subject deviate from the image space of best sharpness, cause whole picture
It will thicken, that is, unintelligible, the phenomenon of fuzzy pictures of focusing.As long as the distance that camera lens can be controlled to move is suitable,
Effect with regard to that can fully achieve the completely fuzzy virtualization to current scene picture, that is to say and form fuzzy virtualization using optical characteristics
Effect, and to be all due to that imaging is unintelligible as the virtualization effect of slr camera cause this virtualization effect, compared with making
Realize that there is more preferable imaging effect with software.
Referring to Fig. 5, Fig. 5 is the structural representation of the embodiment of inventive memory device one.
In the present embodiment, storage device 500 is had program stored therein data 501, and routine data 501 can be performed to realize
The image weakening method that above-described embodiment is illustrated, is just repeated no more herein.
In several embodiments provided by the present invention, it should be understood that disclosed system, apparatus and method can
To realize by another way.For example, device embodiments described above are only schematical, for example, the mould
The division of block or unit, only a kind of division of logic function, can there is other dividing mode when actually realizing, such as multiple
Unit or component can combine or be desirably integrated into another system, or some features can be ignored, or not perform.It is another
Point, shown or discussed mutual coupling or direct-coupling or communication connection can be by some interfaces, device or
The INDIRECT COUPLING of unit or communication connection, can be electrical, mechanical or other forms.
The unit illustrated as separating component can be or may not be physically separate, show as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be selected to realize the mesh of present embodiment according to the actual needs
's.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, also may be used
To be that unit is individually physically present, can also two or more units it is integrated in a unit.It is above-mentioned integrated
Unit can both be realized in the form of hardware, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and is used as independent production marketing or use
When, it can be stored in a computer read/write memory medium.Based on such understanding, technical scheme is substantially
The part to be contributed in other words to prior art or all or part of the technical scheme can be in the form of software products
Embody, the computer software product is stored in a storage medium, including some instructions are causing a computer
It is each that equipment (can be personal computer, server, or network equipment etc.) or processor (processor) perform the present invention
The all or part of step of embodiment methods described.And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage
(ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD
Etc. it is various can be with the medium of store program codes.
In summary, the present invention obtains the first image in the field depth of camera module, the head mould of control shooting afterwards
The camera lens of group is moved in the depth of field direction of camera module, and the second image is obtained outside the field depth of camera module, so as to
3rd image of synthesis of selective virtualization, by one group of camera module, realize that image blurs, image virtualization can be improved.
Embodiments of the present invention are the foregoing is only, are not intended to limit the scope of the invention, it is every to utilize this
The equivalent structure or equivalent flow conversion that description of the invention and accompanying drawing content are made, or directly or indirectly it is used in other correlations
Technical field, it is included within the scope of the present invention.
Claims (10)
- A kind of 1. method of image virtualization, it is characterised in that methods described includes：First image is obtained by camera module；Change the lens location of the camera module；AfterwardsSecond image is obtained by the camera module；Described first image and second image are synthesized into the 3rd image, the 3rd image is selectivity virtualization image.
- 2. according to the method for claim 1, it is characterised in that the first image of the acquisition includes：In the shooting head mould In group field depth, a picture rich in detail is obtained as described first image.
- 3. according to the method for claim 1, it is characterised in that the second image of the acquisition includes：Control the camera The camera lens of module is moved along depth of field direction, and it is corresponding with the picture rich in detail that one is obtained outside the camera module field depth Image is blurred as second image.
- 4. according to the method in claim 2 or 3, it is characterised in that described by described first image and second image Synthesizing the 3rd image includes：According to described first image, the clearly main body of the 3rd image is obtained, the clearly main body is synthesized to described Correspondence position on second image, obtain clear and background blurring the 3rd image of main body；OrAccording to described first image, the clearly background of the 3rd image is obtained, the clearly background is synthesized to described Correspondence position on second image, obtain the 3rd image of main body virtualization and clear background.
- 5. a kind of mobile device, it is characterised in that the mobile device includes processor and camera module, the processor The camera module is connected, the processor is able to carry out program to realize following action：The camera module is controlled to obtain the first image；Change the lens location of the camera module；AfterwardsThe camera module is controlled to obtain the second image；Described first image and second image are synthesized into the 3rd image, the 3rd image is selectivity virtualization image.
- 6. mobile device according to claim 5, it is characterised in that the first image of the acquisition includes：The processor The camera module is controlled in its field depth, obtains a picture rich in detail as described first image.
- 7. mobile device according to claim 5, it is characterised in that the second image of the acquisition includes：The processor Control the camera lens of the camera module to be moved along depth of field direction, control the camera module to obtain one outside its field depth Virtualization image corresponding with the picture rich in detail is as second image.
- 8. the mobile device according to claim 6 or 7, it is characterised in that described by described first image and described second Image, which synthesizes the 3rd image, to be included：The processor obtains the clearly main body of the 3rd image according to described first image, will described in clearly main body Correspondence position on second image is synthesized to, obtains clear and background blurring the 3rd image of main body；OrThe processor obtains the clearly background of the 3rd image according to described first image, will described in clearly background Correspondence position on second image is synthesized to, obtains the 3rd image of main body virtualization and clear background.
- 9. the mobile device according to claim 6 or 7, it is characterised in that the focal length and aperture of the camera module Keep constant.
- 10. a kind of storage device, it is characterised in that the storage device is had program stored therein data, and described program data can be by Perform to realize the method for the image virtualization as described in any one of Claims 1 to 4.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710709675.7A CN107707809A (en) | 2017-08-17 | 2017-08-17 | A kind of method, mobile device and the storage device of image virtualization |
| PCT/CN2018/099373 WO2019033970A1 (en) | 2017-08-17 | 2018-08-08 | Method for image virtualization, mobile device, and storage device |
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| CN201710709675.7A CN107707809A (en) | 2017-08-17 | 2017-08-17 | A kind of method, mobile device and the storage device of image virtualization |
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| CN110505406A (en) * | 2019-08-26 | 2019-11-26 | 宇龙计算机通信科技(深圳)有限公司 | Background-blurring method, device, storage medium and terminal |
| CN110677561A (en) * | 2018-07-02 | 2020-01-10 | 纬创资通股份有限公司 | Image synthesis method and system |
| CN110830715A (en) * | 2019-10-31 | 2020-02-21 | 维沃移动通信（杭州）有限公司 | Photographing method and electronic equipment |
| CN111212231A (en) * | 2020-01-16 | 2020-05-29 | Oppo广东移动通信有限公司 | Image processing method, image processing device, storage medium and electronic equipment |
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| WO2019033970A1 (en) * | 2017-08-17 | 2019-02-21 | 捷开通讯(深圳)有限公司 | Method for image virtualization, mobile device, and storage device |
| CN110677561A (en) * | 2018-07-02 | 2020-01-10 | 纬创资通股份有限公司 | Image synthesis method and system |
| CN110677561B (en) * | 2018-07-02 | 2021-06-18 | 纬创资通股份有限公司 | Image synthesis method and system |
| CN110505406A (en) * | 2019-08-26 | 2019-11-26 | 宇龙计算机通信科技(深圳)有限公司 | Background-blurring method, device, storage medium and terminal |
| CN110830715A (en) * | 2019-10-31 | 2020-02-21 | 维沃移动通信（杭州）有限公司 | Photographing method and electronic equipment |
| CN110830715B (en) * | 2019-10-31 | 2021-06-25 | 维沃移动通信（杭州）有限公司 | Photographing method and electronic equipment |
| CN111212231B (en) * | 2020-01-16 | 2021-06-15 | Oppo广东移动通信有限公司 | Image processing method, image processing device, storage medium and electronic equipment |
| CN111246092A (en) * | 2020-01-16 | 2020-06-05 | Oppo广东移动通信有限公司 | Image processing method, image processing device, storage medium and electronic equipment |
| CN111212231A (en) * | 2020-01-16 | 2020-05-29 | Oppo广东移动通信有限公司 | Image processing method, image processing device, storage medium and electronic equipment |
| CN111246092B (en) * | 2020-01-16 | 2021-07-20 | Oppo广东移动通信有限公司 | Image processing method, image processing device, storage medium and electronic equipment |
| WO2021142711A1 (en) * | 2020-01-16 | 2021-07-22 | Oppo广东移动通信有限公司 | Image processing method and apparatus, storage medium, and electronic device |
| CN114762313A (en) * | 2020-01-16 | 2022-07-15 | Oppo广东移动通信有限公司 | Image processing method, image processing device, storage medium and electronic equipment |
| CN114762313B (en) * | 2020-01-16 | 2024-03-01 | Oppo广东移动通信有限公司 | Image processing method, device, storage medium and electronic equipment |
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