CN107358573A - Image U.S. face treating method and apparatus - Google Patents
Image U.S. face treating method and apparatus Download PDFInfo
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- CN107358573A CN107358573A CN201710458971.4A CN201710458971A CN107358573A CN 107358573 A CN107358573 A CN 107358573A CN 201710458971 A CN201710458971 A CN 201710458971A CN 107358573 A CN107358573 A CN 107358573A
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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
- G06T3/04—Context-preserving transformations, e.g. by using an importance map
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Abstract
The invention discloses a kind of image U.S. face treating method and apparatus, wherein, image U.S. face processing method comprises the following steps：Obtain pending image；Detect the human face region in pending image；The pixel of the expression beard in human face region is extracted, and establishes the first figure layer；Using the human face region after the pixel for extracting expression beard as the second figure layer, and U.S. face processing is carried out to the second figure layer；Merge the first figure layer and the second figure layer, and output result image.Image U.S. face processing method of the present embodiment, by detecting the human face region in pending image, extraction represents the pixel of beard from human face region, represent extraction that the human face region after the pixel of beard carries out U.S. face processing again, finally the pixel for representing beard is merged with the human face region after U.S. face again, so as to obtain people's face skin and the natural image of beard transition, the problem of avoiding beard from being handled by U.S. face.
Description
Technical field
The present invention relates to intelligent terminal technical field, more particularly to a kind of image U.S. face treating method and apparatus.
Background technology
With the continuous progress of science and technology, mobile phone photograph turns into shows part essential in people's daily life.Especially
It is schoolgirl, likes carrying out U.S. face operation to original image after self-timer, makes oneself to seem more beautiful.Traditional U.S. face is calculated
Method can do largely smoothing processing to portrait skin area, skin is become smoother, speckle removing, acne removing purpose to reach.
But if when reference object is male, because the facial characteristics of male and the facial characteristics of women are not fully identical, therefore
U.S. face processing for female face is not necessarily applied to rough man, influences the U.S. face satisfaction of male user.
The content of the invention
The purpose of the present invention is intended at least solve one of above-mentioned technical problem to a certain extent.
Therefore, first purpose of the present invention is to propose a kind of image U.S. face processing method, it is pending by detecting
Human face region in image, the pixel of extraction expression beard from human face region, then to the face area after the pixel of extraction beard
Domain carries out U.S. face processing, finally again merges the pixel for representing beard with the human face region after U.S. face, so as to obtain face
Skin and the natural image of beard transition, the problem of avoiding beard from being handled by U.S. face.
Second object of the present invention is to propose a kind of image U.S. face processing unit.
Third object of the present invention is to propose a kind of terminal device.
Fourth object of the present invention is to propose a kind of non-transitorycomputer readable storage medium.
For the above-mentioned purpose, first aspect present invention embodiment proposes a kind of image U.S. face processing method, methods described
Comprise the following steps：
Obtain pending image；
Detect the human face region in the pending image；
The pixel of the expression beard in the human face region is extracted, and establishes the first figure layer；
Using the human face region after the pixel for extracting expression beard as the second figure layer, and U.S. face is carried out to second figure layer
Processing；
Merge first figure layer and second figure layer, and output result image.
Image U.S. face processing method of the embodiment of the present invention, by detecting the human face region in pending image, from people
Extraction represents the pixel of beard in face region, then represents that extraction the human face region after the pixel of beard carries out U.S. face processing, most
The pixel for representing beard is merged with the human face region after U.S. face again afterwards, it is natural with beard transition so as to obtain people's face skin
Image, lifting male user U.S. face satisfaction.
For the above-mentioned purpose, second aspect of the present invention embodiment proposes a kind of image U.S. face processing unit, described device
Including：
Acquisition module, for obtaining pending image；
Detection module, for detecting the human face region in the pending image；
Processing module, for extracting the pixel of the expression beard in the human face region, and establish the first figure layer；
U.S. face module, for the human face region after the pixel for representing beard will to be extracted as the second figure layer, and to described the
Two figure layers carry out U.S. face processing；
Output module, for merging first figure layer and second figure layer, and output result image.
Image U.S. face processing unit of the embodiment of the present invention, by detecting the human face region in pending image, from people
Extraction represents the pixel of beard in face region, then represents that extraction the human face region after the pixel of beard carries out U.S. face processing, most
The pixel for representing beard is merged with the human face region after U.S. face again afterwards, it is natural with beard transition so as to obtain people's face skin
Image, lifting male user U.S. face satisfaction.
For the above-mentioned purpose, third aspect present invention embodiment proposes a kind of terminal device, including：
Housing and processor, memory and display interface in the housing, wherein, the processor passes through reading
The executable program code stored in the memory runs program corresponding with the executable program code, for holding
Image U.S. face processing method of the row as described in first aspect embodiment.
The terminal device of the embodiment of the present invention, by detecting the human face region in pending image, from human face region
Extraction represents the pixel of beard, then represents that extraction the human face region after the pixel of beard carries out U.S. face processing, finally again by table
The pixel and the human face region after U.S. face for showing beard merge, so as to obtain people's face skin and the natural image of beard transition,
Lift male user U.S. face satisfaction.
For the above-mentioned purpose, fourth aspect present invention embodiment proposes a kind of non-transitory computer-readable storage medium
Matter, is stored thereon with computer program, realizes that the image described in first aspect embodiment is beautiful when described program is executed by processor
Face processing method.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description
Obtain substantially, or recognized by the practice of the present invention.
Brief description of the drawings
Of the invention above-mentioned and/or additional aspect and advantage will become from the following description of the accompanying drawings of embodiments
Substantially and it is readily appreciated that, wherein：
Fig. 1 is the flow chart for image U.S. face processing method that one embodiment of the invention proposes；
Fig. 2 is the structural representation for image U.S. face processing unit that one embodiment of the invention proposes；
Fig. 3 is the structural representation for the terminal device that one embodiment of the invention proposes.
Embodiment
Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning to end
Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to for explaining the present invention, and is not considered as limiting the invention.
Below with reference to the accompanying drawings image U.S. face treating method and apparatus of the embodiment of the present invention is described.
With the rise of U.S. face function, increasing user beautifies the image of self-timer using the function.And it is current, greatly
Most cases or female user are in the majority, and for male user when using U.S. face function, beard equally can be as face under normal circumstances
Portion's feature is beautified, so as to cause beard region performance unnatural.Therefore, to solve the above problems, the present invention proposes a kind of figure
As U.S. face processing method.
Fig. 1 is the flow chart for image U.S. face processing method that one embodiment of the invention proposes.
As shown in figure 1, image U.S. face processing method comprises the following steps：
S1, obtain pending image.
In an embodiment of the invention, pending image can be directly obtained by way of taking pictures, such as passes through self-timer
Mode obtain an image for including male's face.It is of course also possible to pending image is chosen from image library, i.e., from former
An image for including male's face is chosen in the image shot.
S2, detect human face region in pending image.
In one embodiment of the invention, pending image can be detected using facial recognition techniques, acquisition detects
Pending image in human face region., therefore, can be by extracting above-mentioned spy because face has certain structure distribution feature
The corresponding rule of sign generation, to determine whether to include in pending image face, obtains the positional information where face, that is, examines
Measure human face region.
If being not detected by human face region in pending image, user can be prompted, allow user to change a bag
Image containing face is to be further processed.
The pixel of expression beard in S3, extraction human face region, and establish the first figure layer.
In one embodiment of the invention, it can determine that the position of the nose in human face region and mouth is believed based on face recognition algorithms
Breath, then determines first area and second area according to the positional information of the positional information of nose and mouth.Wherein, first area is
Mouth lower zone, second area are the region between underthe nose above mouth.That is, the usually region residing for beard
Above-mentioned two region is in most cases in, therefore, by the position for determining nose and mouth, you can where obtaining beard
Region.
It is determined that after first area and second area, it can be extracted from first area and second area and meet preparatory condition
Pixel, as represent beard pixel.Wherein, preparatory condition is less than human face region average luminance of pixels including pixel brightness value
Value, and both differences are more than first threshold；Or pixel gradient value is higher than human face region pixel gradient value, and both differences are more than
Second Threshold.For example, it is generally the case that the feature of beard shows as dark color, such as black, low relative to skin brightness, and
It is easier to show more details relative to skin, therefore Grad is high.Therefore, if the brightness value of some pixel is substantially low
In the brightness value of people's face skin, then can determine that it to represent the pixel of beard；If the pixel gradient value of some pixel is obvious
Higher than human face region pixel gradient value, then equally can determine that it to represent the pixel of beard.
After it is determined that representing the pixel of beard, the first figure layer can be established.First figure layer includes the pixel for representing beard.
S4, the human face region after the pixel for representing beard will be extracted carry out U.S. face as the second figure layer, and to the second figure layer
Processing.
, can be using other pixels in human face region as the second figure layer, and to second after the pixel that extraction represents beard
Figure layer carries out U.S. face processing.That is, after the pixel that extraction represents beard, the pixel in remaining human face region is substantially
All it is the pixel of people's face skin, these pixels form the second figure layer.Traditional U.S. face can be carried out to the second figure layer to handle, such as grind
Skin, whitening, speckle removing, acne removing, livid ring around eye of dispelling etc..
S5, merge the first figure layer and the second figure layer, and output result image.
After U.S. face processing is carried out to the second figure layer, the first figure layer and the second figure layer can be merged, after then output merges
Result images.That is, the pixel for representing beard is merged with the face after the processing of U.S. face, beard picture can be retained
Element is not handled by U.S. face, the natural transition of guarantor's face skin and beard region.
Image U.S. face processing method of the present embodiment, by detecting the human face region in pending image, from face area
Extraction represents the pixel of beard in domain, then represents that extraction the human face region after the pixel of beard carries out U.S. face processing, again finally
The pixel for representing beard is merged with the human face region after U.S. face, naturally schemed with beard transition so as to obtain people's face skin
Picture, lifting male user U.S. face satisfaction.
To realize above-described embodiment, the present invention also proposes a kind of image U.S. face processing unit.
As shown in Fig. 2 image U.S. face processing unit includes acquisition module 210, detection module 220, processing module 230, U.S.
Face module 240 and output module 250.
Acquisition module 210 is used to obtain pending image.
Detection module 220 is used to detect the human face region in pending image.
The pixel for the expression beard that processing module 230 is used to extract in human face region, and establish the first figure layer.
U.S. face module 240 is used for using the human face region after the pixel for extracting expression beard as the second figure layer, and to second
Figure layer carries out U.S. face processing.
Output module 250 is used to merge the first figure layer and the second figure layer, and output result image.
Alternatively, in a kind of possible implementation of the embodiment of the present invention, detection module 220, it is used for：
Pending image is detected using facial recognition techniques；
Obtain the human face region in the pending image detected.
Alternatively, in a kind of possible implementation of the embodiment of the present invention, processing module 230, it is used for：
The positional information of the nose and mouth in human face region is determined based on face recognition algorithms；
First area and second area are determined according to the positional information of the positional information of nose and mouth；
Extraction meets the pixel of preparatory condition from first area and second area, as the pixel for representing beard.
It should be appreciated that on image U.S. face processing unit in above-described embodiment, wherein modules perform operation
Concrete mode be described in detail in the embodiment about image U.S. face processing method, will not do herein in detail
Illustrate explanation.
Image U.S. face processing unit of the present embodiment, by detecting the human face region in pending image, from face area
Extraction represents the pixel of beard in domain, then represents that extraction the human face region after the pixel of beard carries out U.S. face processing, again finally
The pixel for representing beard is merged with the human face region after U.S. face, naturally schemed with beard transition so as to obtain people's face skin
Picture, lifting male user U.S. face satisfaction.
In order to realize above-described embodiment, the present invention also proposes a kind of terminal device.
Fig. 3 is the structural representation for the terminal device that one embodiment of the invention proposes.
As shown in figure 3, the terminal device 30 includes：Housing 301 and processor 302, memory in housing 301
303 and display interface 304, wherein, processor 302 is run by reading the executable program code stored in memory 303
Program corresponding with executable program code, for realizing image U.S. face processing method such as previous embodiment.
The terminal device of the present embodiment, by detecting the human face region in pending image, extracted from human face region
The pixel of beard is represented, then represents that extraction the human face region after the pixel of beard carries out U.S. face processing, will finally be represented again recklessly
The pixel of palpus merges with the human face region after U.S. face, so as to obtain people's face skin and the natural image of beard transition, lifting
Male user U.S. face satisfaction.
In order to realize above-described embodiment, the invention also provides a kind of non-transitorycomputer readable storage medium, thereon
Computer program is stored with, when the computer program is executed by processor, realizes the face processing side of image U.S. of previous embodiment
Method.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or the spy for combining the embodiment or example description
Point is contained at least one embodiment or example of the present invention.In this manual, to the schematic representation of above-mentioned term not
Identical embodiment or example must be directed to.Moreover, specific features, structure, material or the feature of description can be with office
Combined in an appropriate manner in one or more embodiments or example.In addition, in the case of not conflicting, the skill of this area
Art personnel can be tied the different embodiments or example and the feature of different embodiments or example described in this specification
Close and combine.
In addition, term " first ", " second " are only used for describing purpose, and it is not intended that instruction or hint relative importance
Or the implicit quantity for indicating indicated technical characteristic.Thus, define " first ", the feature of " second " can be expressed or
Implicitly include at least one this feature.In the description of the invention, " multiple " are meant that at least two, such as two, three
It is individual etc., unless otherwise specifically defined.
Any process or method described otherwise above description in flow chart or herein is construed as, and represents to include
Module, fragment or the portion of the code of the executable instruction of one or more the step of being used to realize custom logic function or process
Point, and the scope of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discuss suitable
Sequence, including according to involved function by it is basic simultaneously in the way of or in the opposite order, carry out perform function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system including the system of processor or other can be held from instruction
The system of row system, device or equipment instruction fetch and execute instruction) use, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium " can any can be included, store, communicate, propagate or pass
Defeated program is for instruction execution system, device or equipment or the dress used with reference to these instruction execution systems, device or equipment
Put.The more specifically example (non-exhaustive list) of computer-readable medium includes following：Electricity with one or more wiring
Connecting portion (electronic installation), portable computer diskette box (magnetic device), random access memory (RAM), read-only storage
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device, and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium can even is that can the paper of print routine thereon or other suitable be situated between
Matter, because can then enter edlin, interpretation or if necessary with other for example by carrying out optical scanner to paper or other media
Suitable method is handled electronically to obtain program, is then stored in computer storage.
It should be appreciated that each several part of the present invention can be realized with hardware, software, firmware or combinations thereof.Above-mentioned
In embodiment, software that multiple steps or method can be performed in memory and by suitable instruction execution system with storage
Or firmware is realized.Such as, if realized with hardware with another embodiment, following skill well known in the art can be used
Any one of art or their combination are realized：With the logic gates for realizing logic function to data-signal from
Logic circuit is dissipated, the application specific integrated circuit with suitable combinational logic gate circuit, programmable gate array (PGA), scene can compile
Journey gate array (FPGA) etc..
Those skilled in the art are appreciated that to realize all or part of step that above-described embodiment method carries
Suddenly be can by program come instruct correlation hardware complete, program can be stored in a kind of computer-readable recording medium
In, the program upon execution, including one or a combination set of the step of embodiment of the method.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing module, can also
That unit is individually physically present, can also two or more units be integrated in a module.Above-mentioned integrated mould
Block can both be realized in the form of hardware, can also be realized in the form of software function module.If integrated module with
The form of software function module realize and be used as independent production marketing or in use, can also be stored in one it is computer-readable
Take in storage medium.
Storage medium mentioned above can be read-only storage, disk or CD etc..Although have been shown and retouch above
Embodiments of the invention are stated, it is to be understood that above-described embodiment is exemplary, it is impossible to be interpreted as the limit to the present invention
System, one of ordinary skill in the art can be changed to above-described embodiment, change, replace and become within the scope of the invention
Type.
Claims (11)
- A kind of 1. image U.S. face processing method, it is characterised in that including：Obtain pending image；Detect the human face region in the pending image；The pixel of the expression beard in the human face region is extracted, and establishes the first figure layer；Using the human face region after the pixel for extracting expression beard as the second figure layer, and second figure layer is carried out at U.S. face Reason；Merge first figure layer and second figure layer, and output result image.
- 2. the method as described in claim 1, it is characterised in that the human face region in the pending image is detected, including：The pending image is detected using facial recognition techniques；Obtain the human face region in the pending image detected.
- 3. the method as described in claim 1, it is characterised in that extract the pixel of the expression beard in the human face region, bag Include：The positional information of the nose and mouth in the human face region is determined based on face recognition algorithms；First area and second area are determined according to the positional information of the positional information of the nose and the mouth；Extraction meets the pixel of preparatory condition from the first area and the second area, as the pixel for representing beard.
- 4. method as claimed in claim 3, it is characterised in that the first area is mouth lower zone, the second area For the region above mouth between underthe nose.
- 5. method as claimed in claim 3, it is characterised in that the preparatory condition is less than human face region including pixel brightness value Average luminance of pixels value, and both differences are more than first threshold；Or pixel gradient value is higher than human face region pixel gradient value, and Both differences are more than Second Threshold.
- A kind of 6. image U.S. face processing unit, it is characterised in that including：Acquisition module, for obtaining pending image；Detection module, for detecting the human face region in the pending image；Processing module, for extracting the pixel of the expression beard in the human face region, and establish the first figure layer；U.S. face module, for the human face region after the pixel for representing beard will to be extracted as the second figure layer, and to second figure Layer carries out U.S. face processing；Output module, for merging first figure layer and second figure layer, and output result image.
- 7. device as claimed in claim 6, it is characterised in that the detection module, be used for：The pending image is detected using facial recognition techniques；Obtain the human face region in the pending image detected.
- 8. device as claimed in claim 6, it is characterised in that the processing module, be used for：The positional information of the nose and mouth in the human face region is determined based on face recognition algorithms；First area and second area are determined according to the positional information of the positional information of the nose and the mouth；Extraction meets the pixel of preparatory condition from the first area and the second area, as the pixel for representing beard.
- 9. device as claimed in claim 8, it is characterised in that the first area is mouth lower zone, the second area For the region above mouth between underthe nose.
- 10. device as claimed in claim 8, it is characterised in that the preparatory condition is less than face area including pixel brightness value Domain average luminance of pixels value, and both differences are more than first threshold；Or pixel gradient value is higher than human face region pixel gradient value, And both differences are more than Second Threshold.
- 11. a kind of terminal device, it is characterised in that including following one or more assemblies：Housing and in the housing Processor, memory and display interface, wherein, the executable program generation that the processor is stored by reading in the memory Code runs program corresponding with the executable program code, for realizing the figure as described in any in claim 1-5 As U.S. face processing method.
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Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108037872A (en) * | 2017-11-29 | 2018-05-15 | 上海爱优威软件开发有限公司 | A kind of photo editing method and terminal device |
| CN108492348A (en) * | 2018-03-30 | 2018-09-04 | 北京金山安全软件有限公司 | Image processing method, image processing device, electronic equipment and storage medium |
| CN109410121A (en) * | 2018-10-24 | 2019-03-01 | 厦门美图之家科技有限公司 | Portrait beard generation method and device |
| CN109559274A (en) * | 2018-11-30 | 2019-04-02 | 深圳市脸萌科技有限公司 | Image processing method, device, electronic equipment and computer readable storage medium |
| CN110415237A (en) * | 2019-07-31 | 2019-11-05 | Oppo广东移动通信有限公司 | Skin blemishes detection method, detection device, terminal device and readable storage medium storing program for executing |
| CN112115790A (en) * | 2020-08-18 | 2020-12-22 | 北京嘀嘀无限科技发展有限公司 | Face recognition method and device, readable storage medium and electronic equipment |
| CN112565601A (en) * | 2020-11-30 | 2021-03-26 | Oppo（重庆）智能科技有限公司 | Image processing method, image processing device, mobile terminal and storage medium |
| CN113763286A (en) * | 2021-09-27 | 2021-12-07 | 北京市商汤科技开发有限公司 | Image processing method and device, electronic equipment and storage medium |
Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20040170337A1 (en) * | 2003-02-28 | 2004-09-02 | Eastman Kodak Company | Method and system for enhancing portrait images that are processed in a batch mode |
| CN1697478A (en) * | 2004-05-13 | 2005-11-16 | 欧姆龙株式会社 | Image correction apparatus |
| CN103703472A (en) * | 2010-07-28 | 2014-04-02 | 国际商业机器公司 | Semantic parsing of objects in video |
| CN104517265A (en) * | 2014-11-06 | 2015-04-15 | 福建天晴数码有限公司 | Intelligent buffing method and intelligent buffing device |
| CN104899905A (en) * | 2015-06-08 | 2015-09-09 | 深圳市诺比邻科技有限公司 | Face image processing method and apparatus |
| CN105787878A (en) * | 2016-02-25 | 2016-07-20 | 杭州格像科技有限公司 | Beauty processing method and device |
| CN105825163A (en) * | 2015-01-09 | 2016-08-03 | 杭州海康威视数字技术股份有限公司 | Retrieval system and method of face image |
| CN105956576A (en) * | 2016-05-18 | 2016-09-21 | 广东欧珀移动通信有限公司 | Image beautifying method and device and mobile terminal |
| CN105975952A (en) * | 2016-05-26 | 2016-09-28 | 天津艾思科尔科技有限公司 | Beard detection method and system in video image |
| US9552471B1 (en) * | 2015-07-18 | 2017-01-24 | Adp, Llc | Personal familiarity authentication |
| CN106447638A (en) * | 2016-09-30 | 2017-02-22 | 北京奇虎科技有限公司 | Beauty treatment method and device thereof |
-
2017
- 2017-06-16 CN CN201710458971.4A patent/CN107358573A/en active Pending
Patent Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20040170337A1 (en) * | 2003-02-28 | 2004-09-02 | Eastman Kodak Company | Method and system for enhancing portrait images that are processed in a batch mode |
| CN1697478A (en) * | 2004-05-13 | 2005-11-16 | 欧姆龙株式会社 | Image correction apparatus |
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