CN108257097A - U.S. face effect method of adjustment, terminal and computer readable storage medium - Google Patents
U.S. face effect method of adjustment, terminal and computer readable storage medium Download PDFInfo
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- 230000000694 effects Effects 0.000 title claims abstract description 81
- 238000000034 method Methods 0.000 title claims abstract description 43
- 238000009499 grossing Methods 0.000 claims abstract description 28
- 230000003247 decreasing effect Effects 0.000 claims description 8
- 230000002087 whitening effect Effects 0.000 claims description 5
- 241000208340 Araliaceae Species 0.000 claims description 4
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- 235000003140 Panax quinquefolius Nutrition 0.000 claims description 4
- 235000008434 ginseng Nutrition 0.000 claims description 4
- 238000005516 engineering process Methods 0.000 abstract description 8
- 238000000605 extraction Methods 0.000 abstract description 7
- 230000003796 beauty Effects 0.000 abstract description 4
- 230000006870 function Effects 0.000 description 19
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- 238000004891 communication Methods 0.000 description 10
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- 239000004973 liquid crystal related substance Substances 0.000 description 2
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- 231100000289 photo-effect Toxicity 0.000 description 2
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- G—PHYSICS
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- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/90—Dynamic range modification of images or parts thereof
- G06T5/92—Dynamic range modification of images or parts thereof based on global image properties
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
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Abstract
The invention discloses a kind of U.S. face effect method of adjustment, terminal and computer readable storage mediums, are related to field of terminal technology, and U.S.'s face effect method of adjustment includes：Identify each human face region in preview image；Extract the U.S. face parameter of each human face region；Human face region to be adjusted is chosen according to the U.S. face parameter of each human face region；Adjust the U.S. face effect of the human face region to be adjusted；Wherein, the U.S. face parameter includes colour of skin parameter and/or skin smoothing parameter.Pass through U.S. face effect method of adjustment, terminal and the computer readable storage medium of the present invention, when multiple people take pictures, it can be with rapid extraction U.S. face effect and the larger face of other people diversity ratios, and pass through the adjustment to U.S. face parameter, so that the U.S. face effect of the face is consistent with other people U.S. face effect, the integrated beauty face effect of photo is improved.Also, the present invention can adjust the U.S. face effect of photo in real time, improve the interactivity and interest of user.
Description
Technical field
The present invention relates to field of terminal technology more particularly to a kind of U.S. face effect method of adjustment, terminals and computer-readable
Storage medium.
Background technology
With the fast development of mobile interchange technology, mobile terminal (such as mobile phone, tablet computer etc.) has become increasingly popular, and
And the function (such as taking pictures, store files, viewing video) of providing is also more and more.People are in a manner that mobile terminal is taken pictures
Dribs and drabs to record life has become a kind of fashion.
In order to take satisfied photo, it usually needs use the software for having the function of to modify photo.With repairing figure software
Popularity rate is also higher and higher, everybody is also higher and higher to repairing the requirement of the U.S. face function of figure software, be intended to U.S. face out
Effect with it is true oneself closer to, and be higher than true effect, it is particularly special to the common effect such as such as skin makeup, mill skin
It is sensitive.
When more people take pictures, it may appear that the colour of skin or skin smooth degree and other people's diversity ratios of someone is larger, even if
Use existing U.S. face technology, however it remains very big difference.Alternatively, it is led when taking pictures since illumination condition, shooting distance are different
The different people colour of skin for causing same photo is different.So that user experience is had a greatly reduced quality.And it is to take pictures that some, which repaiies figure software,
U.S. modification is carried out to photograph into rear, does not have and repaiies the function that figure adjusts U.S. face parameter in real time in real time, ratio is not shown with user
It is preferable interactive.
Invention content
It is a primary object of the present invention to propose a kind of U.S. face effect method of adjustment, terminal and computer-readable storage medium
Matter, it is intended to solve in the prior art, when multiple people take pictures, U.S. face effect is not to everyone caused by skin variations or environmental difference
Unanimously, the technical issues of reducing user experience.
To achieve the above object, one aspect of the present invention provides a kind of U.S. face effect method of adjustment, U.S.'s face effect adjustment
Method includes：
Identify each human face region in preview image；
Extract the U.S. face parameter of each human face region；
Human face region to be adjusted is chosen according to the U.S. face parameter of each human face region；
Adjust the U.S. face effect of the human face region to be adjusted；
Wherein, the U.S. face parameter includes colour of skin parameter and/or skin smoothing parameter.
Further, it is described to be included according to the U.S. face parameter of each human face region selection human face region to be adjusted：
Choose the U.S. face parameter intermediate value of each human face region；
Human face region corresponding with the U.S. face parameter outside U.S. face parameter first preset range of intermediate value is determined as described
Human face region to be adjusted.
Further, it is described to be included according to the U.S. face parameter of each human face region selection human face region to be adjusted：
Acquisition standard U.S. face parameter；
Human face region corresponding with the U.S. face parameter outside the second preset range of standard U.S. face parameter is determined as described
Human face region to be adjusted.
Further, the U.S. face effect of the adjustment human face region to be adjusted includes：
Obtain the U.S. face parameter with the closest non-adjustment human face region of the human face region to be adjusted；
The U.S. face parameter of the human face region to be adjusted is set as to U.S. of the closest non-adjustment human face region
Face parameter.
Wherein, non-adjustment human face region refers to the human face region other than the human face region to be adjusted.
Further, the U.S. face parameter further includes thin face parameter, eyes size adjusting parameter, tooth whitening parameter and the cheek
Red ginseng number, the method further include：
It obtains user and touches initial position and touch track；
Current face region and current U.S. face parameter are determined according to the touch initial position；
The corresponding current adjust instruction of current touch instruction is determined according to the touch track and adjust instruction correspondence；
The current U.S. face parameter in the current face region is adjusted according to the current adjust instruction.
Further, the touch track includes：Upward sliding, slide downward and is slided to the right.
Further, the touch track includes with adjust instruction correspondence：The U.S. face parameter increase of upward sliding correspondence,
Slide downward corresponds to U.S. face parameter and reduces, slides corresponding U.S. face parameter resetting to the right.
Further, the distance of the upward sliding is directly proportional with corresponding U.S. face parameter increment value, the slide downward
Distance is directly proportional with corresponding U.S. face parameter decreasing value.
Another aspect of the present invention also provides a kind of terminal, and the terminal includes：Memory, processor and it is stored in described deposit
On reservoir and the U.S. face effect adjustment programme that can run on the processor, U.S.'s face effect adjustment programme is by the processing
Device realizes each step of any of the above-described U.S. face effect method of adjustment when performing.
Another aspect of the present invention also provides a kind of computer readable storage medium, the computer-readable recording medium storage
There are one or multiple programs, one or more of programs can be performed by one or more processor, above-mentioned to realize
Each step of any U.S. face effect method of adjustment.
U.S.'s face effect method of adjustment provided by the invention, terminal and computer readable storage medium, by identifying preview graph
Each human face region as in；Extract the U.S. face parameter of each human face region；Joined according to the U.S. face of each human face region
Number chooses human face region to be adjusted；Adjust the U.S. face effect of the human face region to be adjusted.It, can be quick when multiple people take pictures
The U.S. face effect of extraction and the larger face of other people diversity ratios, and pass through the adjustment to U.S. face parameter so that the U.S. face of the face
Effect is consistent with other people U.S. face effect, improves the integrated beauty face effect of photo.Also, the present invention can be to the U.S. face of photo
Effect is adjusted in real time, improves the interactivity and interest of user.
Description of the drawings
The hardware architecture diagram of Fig. 1 mobile terminals of each embodiment to realize the present invention；
Fig. 2 is the wireless communication system schematic diagram of mobile terminal as shown in Figure 1；
Fig. 3 is a kind of flow chart of U.S. face effect method of adjustment provided in an embodiment of the present invention；
Fig. 4 is the flow chart of another U.S. face effect method of adjustment provided in an embodiment of the present invention；
Fig. 5 a~5c are U.S. face parameter adjustment schematic diagram provided in an embodiment of the present invention；
Fig. 6 is a kind of structure diagram of terminal provided in an embodiment of the present invention；
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
In subsequent description, using for representing that the suffix of such as " module ", " component " or " unit " of element is only
Be conducive to the explanation of the present invention, itself there is no a specific meaning.Therefore, " module ", " component " or " unit " can mix
Ground uses.
Terminal can be implemented in a variety of manners.For example, terminal described in the present invention can include such as mobile phone, tablet
Computer, laptop, palm PC, personal digital assistant (Personal Digital Assistant, PDA), portable
The shiftings such as media player (Portable Media Player, PMP), navigation terminal, wearable device, Intelligent bracelet, pedometer
The dynamic fixed terminals such as terminal and number TV, desktop computer.
It will be illustrated by taking mobile terminal as an example in subsequent descriptions, it will be appreciated by those skilled in the art that in addition to special
For moving except the element of purpose, construction according to the embodiment of the present invention can also apply to the terminal of fixed type.
Referring to Fig. 1, a kind of hardware architecture diagram of its mobile terminal of each embodiment to realize the present invention, the shifting
Dynamic terminal 100 can include：RF (Radio Frequency, radio frequency) unit 101, WiFi module 102, audio output unit
103rd, A/V (audio/video) input unit 104, sensor 105, display unit 106, user input unit 107, interface unit
108th, the components such as memory 109, processor 110 and power supply 111.It will be understood by those skilled in the art that shown in Fig. 1
Mobile terminal structure does not form the restriction to mobile terminal, and mobile terminal can be included than illustrating more or fewer components,
Either combine certain components or different components arrangement.
The all parts of mobile terminal are specifically introduced with reference to Fig. 1：
Radio frequency unit 101 can be used for receive and send messages or communication process in, signal sends and receivees, specifically, by base station
Downlink information receive after, handled to processor 110；In addition, the data of uplink are sent to base station.In general, radio frequency unit 101
Including but not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier, duplexer etc..In addition, it penetrates
Frequency unit 101 can also communicate with network and other equipment by radio communication.Above-mentioned wireless communication can use any communication
Standard or agreement, including but not limited to GSM (Global System of Mobile communication, global system for mobile telecommunications
System), GPRS (General PacketRadio Service, general packet radio service), CDMA2000 (Code
Division Multiple Access 2000, CDMA 2000), WCDMA (Wideband Code Division
Multiple Access, wideband code division multiple access), TD-SCDMA (Time Division-Synchronous Code
Division Multiple Access, TD SDMA), FDD-LTE (FrequencyDivision
Duplexing-Long Term Evolution, frequency division duplex long term evolution) and TDD-LTE (Time
DivisionDuplexing-Long Term Evolution, time division duplex long term evolution) etc..
WiFi belongs to short range wireless transmission technology, and mobile terminal can help user to receive and dispatch electricity by WiFi module 102
Sub- mail, browsing webpage and access streaming video etc., it has provided wireless broadband internet to the user and has accessed.Although Fig. 1 shows
Go out WiFi module 102, but it is understood that, and must be configured into for mobile terminal is not belonging to, it completely can be according to need
It to be omitted in the range for the essence for not changing invention.
Audio output unit 103 can be in call signal reception pattern, call mode, record mould in mobile terminal 100
Formula, speech recognition mode, broadcast reception mode when under isotypes, it is that radio frequency unit 101 or WiFi module 102 are received or
The audio data stored in memory 109 is converted into audio signal and exports as sound.Moreover, audio output unit 103
The relevant audio output of specific function performed with mobile terminal 100 can also be provided (for example, call signal receives sound, disappears
Breath receives sound etc.).Audio output unit 103 can include loud speaker, buzzer etc..
A/V input units 104 are used to receive audio or video signal.A/V input units 104 can include graphics processor
(Graphics Processing Unit, GPU) 1041 and microphone 1042, graphics processor 1041 is in video acquisition mode
Or the static images or the image data of video obtained in image capture mode by image capture terminal (such as camera) carry out
Reason.Treated, and picture frame may be displayed on display unit 106.Through graphics processor 1041, treated that picture frame can be deposited
Storage is sent in memory 109 (or other storage mediums) or via radio frequency unit 101 or WiFi module 102.Mike
Wind 1042 can connect in telephone calling model, logging mode, speech recognition mode etc. operational mode via microphone 1042
Quiet down sound (audio data), and can be audio data by such acoustic processing.Audio that treated (voice) data can
To be converted to the form output that mobile communication base station can be sent to via radio frequency unit 101 in the case of telephone calling model.
Microphone 1042 can implement various types of noises elimination (or inhibition) algorithms and send and receive sound to eliminate (or inhibition)
The noise generated during frequency signal or interference.
Mobile terminal 100 further includes at least one sensor 105, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein, ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 1061, and proximity sensor can close when mobile terminal 100 is moved in one's ear
Display panel 1061 and/or backlight.As one kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, size and the direction of gravity are can detect that when static, can be used to identify the application of mobile phone posture
(such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, percussion) etc.；
The fingerprint sensor that can also configure as mobile phone, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer,
The other sensors such as hygrometer, thermometer, infrared ray sensor, details are not described herein.
Display unit 106 is used to show by information input by user or be supplied to the information of user.Display unit 106 can wrap
Display panel 1061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode may be used
Display panel 1061 is configured in forms such as (Organic Light-Emitting Diode, OLED).
User input unit 107 can be used for receiving the number inputted or character information and generation and the use of mobile terminal
The key signals input that family is set and function control is related.Specifically, user input unit 107 may include touch panel 1071 with
And other input equipments 1072.Touch panel 1071, also referred to as touch screen collect user on it or neighbouring touch operation
(for example user uses any suitable objects such as finger, stylus or attachment on touch panel 1071 or in touch panel 1071
Neighbouring operation), and corresponding connection terminal is driven according to preset formula.Touch panel 1071 may include touch detection
Two parts of terminal and touch controller.Wherein, the touch orientation of touch detection terminal detection user, and detect touch operation band
The signal come, transmits a signal to touch controller；Touch controller receives touch information from touch detection terminal, and by it
Contact coordinate is converted into, then gives processor 110, and the order that processor 110 is sent can be received and performed.It in addition, can
To realize touch panel 1071 using multiple types such as resistance-type, condenser type, infrared ray and surface acoustic waves.In addition to touch panel
1071, user input unit 107 can also include other input equipments 1072.Specifically, other input equipments 1072 can wrap
It includes but is not limited to physical keyboard, in function key (such as volume control button, switch key etc.), trace ball, mouse, operating lever etc.
It is one or more, do not limit herein specifically.
Further, touch panel 1071 can cover display panel 1061, when touch panel 1071 detect on it or
After neighbouring touch operation, processor 110 is sent to determine the type of touch event, is followed by subsequent processing device 110 according to touch thing
The type of part provides corresponding visual output on display panel 1061.Although in Fig. 1, touch panel 1071 and display panel
1061 be the component independent as two to realize the function that outputs and inputs of mobile terminal, but in certain embodiments, it can
The function that outputs and inputs of mobile terminal is realized so that touch panel 1071 and display panel 1061 is integrated, is not done herein specifically
It limits.
Interface unit 108 be used as at least one exterior terminal connect with mobile terminal 100 can by interface.For example,
Exterior terminal can include wired or wireless head-band earphone port, external power supply (or battery charger) port, wired or nothing
Line data port, memory card port, the port for terminal of the connection with identification module, audio input/output (I/O) end
Mouth, video i/o port, ear port etc..Interface unit 108 can be used for receiving the input from exterior terminal (for example, number
It is believed that breath, electric power etc.) and the input received is transferred to one or more elements in mobile terminal 100 or can be with
For transmitting data between mobile terminal 100 and exterior terminal.
Memory 109 can be used for storage software program and various data.Memory 109 can mainly include storing program area
And storage data field, wherein, storing program area can storage program area, application program (such as the sound needed at least one function
Sound playing function, image player function etc.) etc.；Storage data field can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 109 can include high-speed random access memory, can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 110 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
A part is stored in storage by running or performing the software program being stored in memory 109 and/or module and call
Data in device 109 perform the various functions of mobile terminal and processing data, so as to carry out integral monitoring to mobile terminal.Place
Reason device 110 may include one or more processing units；Preferably, processor 110 can integrate application processor and modulatedemodulate is mediated
Device is managed, wherein, the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 110.
Mobile terminal 100 can also include the power supply 111 (such as battery) powered to all parts, it is preferred that power supply 111
Can be logically contiguous by power-supply management system and processor 110, so as to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
Although Fig. 1 is not shown, mobile terminal 100 can also be including bluetooth module etc., and details are not described herein.
For the ease of understanding the embodiment of the present invention, below to the communications network system that is based on of mobile terminal of the present invention into
Row description.
Referring to Fig. 2, Fig. 2 is a kind of communications network system Organization Chart provided in an embodiment of the present invention, the communication network system
The LTE system united as universal mobile communications technology, the LTE system include the UE (User Equipment, the use that communicate connection successively
Family equipment) 201, E-UTRAN (Evolved UMTS Terrestrial Radio Access Network, evolved UMTS lands
Ground wireless access network) 202, EPC (Evolved Packet Core, evolved packet-based core networks) 203 and operator IP operation
204。
Specifically, UE201 can be above-mentioned terminal 100, and details are not described herein again.
E-UTRAN202 includes eNodeB2021 and other eNodeB2022 etc..Wherein, eNodeB2021 can be by returning
Journey (backhaul) (such as X2 interface) is connect with other eNodeB2022, and eNodeB2021 is connected to EPC203,
ENodeB2021 can provide the access of UE201 to EPC203.
EPC203 can include MME (Mobility Management Entity, mobility management entity) 2031, HSS
(Home Subscriber Server, home subscriber server) 2032, other MME2033, SGW (Serving Gate Way,
Gateway) 2034, PGW (PDN Gate Way, grouped data network gateway) 2035 and PCRF (Policy and
Charging Rules Function, policy and rate functional entity) 2036 etc..Wherein, MME2031 be processing UE201 and
The control node of signaling, provides carrying and connection management between EPC203.HSS2032 is all to manage for providing some registers
Such as the function of home location register (not shown) etc, and some are preserved in relation to use such as service features, data rates
The dedicated information in family.All customer data can be sent by SGW2034, and PGW2035 can provide the IP of UE 201
Address is distributed and other functions, and PCRF2036 is business data flow and the strategy of IP bearing resources and charging control strategic decision-making
Point, it selects and provides available strategy and charging control decision with charge execution function unit (not shown) for strategy.
IP operation 204 can include internet, Intranet, IMS (IP Multimedia Subsystem, IP multimedia
System) or other IP operations etc..
Although above-mentioned be described by taking LTE system as an example, those skilled in the art it is to be understood that the present invention not only
Suitable for LTE system, be readily applicable to other wireless communication systems, such as GSM, CDMA2000, WCDMA, TD-SCDMA with
And following new network system etc., it does not limit herein.
Based on above-mentioned mobile terminal hardware configuration and communications network system, each embodiment of the method for the present invention is proposed.
Fig. 3 is a kind of U.S. face effect method of adjustment that the first of the invention embodiment provides, and the present embodiment is using terminal to hold
Row main body illustrates, as shown in figure 3, this method includes：
Each human face region in S301, identification preview image；
Specifically, terminal can set preview mode when taking pictures, after preview mode is entered, terminal passes through recognition of face
Each human face region in technology identification preview image.
The U.S. face parameter of S302, extraction each human face region；
Wherein, the U.S. face parameter includes colour of skin parameter；Alternatively, U.S.'s face parameter includes skin smoothing parameter；Or
U.S.'s face parameter includes colour of skin parameter and skin smoothing parameter.It can specifically need to be configured according to user.
S303, human face region to be adjusted is chosen according to the U.S. face parameter of each human face region；
Specifically, this step can be implemented by following two modes：
Mode one：Choose the U.S. face parameter intermediate value of each human face region；
Human face region corresponding with the U.S. face parameter outside U.S. face parameter first preset range of intermediate value is determined as described
Human face region to be adjusted.
Mode two：Acquisition standard U.S. face parameter；
Human face region corresponding with the U.S. face parameter outside the second preset range of standard U.S. face parameter is determined as described
Human face region to be adjusted.
The U.S. face effect of S304, the adjustment human face region to be adjusted；
Specifically, this step includes：
S3041, acquisition and the U.S. face parameter of the closest non-adjustment human face region of the human face region to be adjusted；
S3042, the U.S. face ginseng that the U.S. face parameter of the human face region to be adjusted is set as to the non-adjustment human face region
Number.
Wherein, non-adjustment human face region refers to the human face region other than the human face region to be adjusted.
U.S.'s face effect method of adjustment provided by the invention, by identifying each human face region in preview image；Described in extraction
The U.S. face parameter of each human face region；Human face region to be adjusted is chosen according to the U.S. face parameter of each human face region；Adjustment
The U.S. face effect of the human face region to be adjusted.It, can be with rapid extraction U.S. face effect and other people differences when multiple people take pictures
Bigger face, and pass through the adjustment to U.S. face parameter so that the U.S. face effect of the face and other people U.S. face effect one
It causes, improves the integrated beauty face effect of photo.Also, the present invention can adjust the U.S. face effect of photo in real time, improve
The interactivity and interest of user.
Another embodiment of the present invention also provides a kind of U.S. face effect method of adjustment, specifically as shown in figure 4, U.S.'s face effect tune
Adjusting method includes：
Each human face region in S401, identification preview image；
Specifically, as shown in Figure 5 a, terminal 10 initially enters preview mode when taking pictures, terminal 10 passes through recognition of face skill
Human face region A, human face region B, human face region C and human face region D in art identification preview image.
The U.S. face parameter of S402, extraction each human face region；
Wherein, the U.S. face parameter includes colour of skin parameter；Alternatively, U.S.'s face parameter includes skin smoothing parameter；Or
U.S.'s face parameter includes colour of skin parameter and skin smoothing parameter.U.S. face parameter can further include thin face parameter, eyes
Size adjusting parameter, tooth whitening parameter and blush parameter.Which parameter is U.S. face parameter specifically include can be according to user's need
It is configured.The size of specific U.S.'s face parameter can be represented by numerical value.
In the present embodiment, U.S. face parameter includes colour of skin parameter and skin smoothing parameter.Colour of skin parameter and skin smoothing parameter
Can be specific numerical value.For example, in fig 5 a, human face region A colours of skin parameter is 1.4, and skin smoothing parameter is 2.0, face
Region B colours of skin parameter is 1.6, and skin smoothing parameter is 2.4, human face region C colour of skin parameters are 0.8, and skin smoothing parameter is
1.9th, human face region D colours of skin parameter is 1.5, and skin smoothing parameter is 2.1.
S403, human face region to be adjusted is chosen according to the U.S. face parameter of each human face region；
Specifically, this step can be implemented by following two modes：
Mode one：
First, the U.S. face parameter intermediate value of each human face region is chosen；
Wherein, U.S. face parameter intermediate value can be the average value of each human face region U.S. face parameter or each face
The median of region U.S. face parameter.The present embodiment Sino-U.S. face parameter intermediate value is the average value of each human face region U.S. face parameter.Example
Such as, in fig 5 a, the colour of skin parameter intermediate value of human face region A, human face region B, human face region C and human face region D are 1.325, skin
Skin smoothing parameter intermediate value is 2.1.
Secondly, human face region corresponding with the U.S. face parameter outside U.S. face parameter first preset range of intermediate value is determined as
The human face region to be adjusted.
Wherein, the first preset range can be configured according to actual needs.In the present embodiment, by the first of colour of skin parameter
Preset range is set as 0.4, will the first preset range of skin smoothing parameter be set as 0.2, then colour of skin parameter 1.325 ±
Human face region C other than 0.4 is human face region to be adjusted, and human face region C of the skin smoothing parameter other than 2.1 ± 0.2 is treats
Adjust human face region.
Mode two：
First, standard U.S. face parameter is obtained；
Wherein, standard U.S. face parameter is the corresponding standard value of each U.S. face parameter, and standard U.S. face parameter, which can pass through, is
System is pre-set.In this example, standard colour of skin parameter is 1.1, and standard skin smoothing parameter is 2.2.
Secondly, human face region corresponding with the U.S. face parameter outside the second preset range of standard U.S. face parameter is determined as
The human face region to be adjusted.
Wherein, the second preset range can be configured according to actual needs.In the present embodiment, by the second of colour of skin parameter
Preset range is set as 0.45, will the second preset range of skin smoothing parameter be set as 0.3, then colour of skin parameter 1.1 ±
Human face region B other than 0.45 is human face region to be adjusted, and the skin smoothing parameter of each human face region 2.2 ±
In the range of 0.3, then in this fashion, corresponding skin smoothing parameter does not have corresponding human face region to be adjusted.
It should be noted that the individual embodiments that both the above mode is only enumerated as the present invention, of the invention and unlimited
In this.
The U.S. face effect of S404, the adjustment human face region to be adjusted；
Specifically, this step includes：
S4041, acquisition and the U.S. face parameter of the closest non-adjustment human face region of the human face region to be adjusted；
In the present embodiment, non-adjustment human face region refers to the human face region other than the human face region to be adjusted.Illustratively,
Human face region B is human face region to be adjusted in Fig. 5 a, then human face region A, human face region C and human face region D are non-adjustment face
Region.
As shown in Figure 5 a, it is first obtained and non-adjustment human face region closest human face region B, i.e. face area in this step
The colour of skin parameter of domain C and skin smoothing parameter.
S4042, the U.S. face parameter of the human face region to be adjusted is set as the closest non-adjustment face area
The U.S. face parameter in domain.
In this step, the colour of skin parameter of human face region B and skin smoothing parameter are set as to the colour of skin parameter of human face region C
With skin smoothing parameter.
It is relatively more for U.S. face parameter item, and human face region to be adjusted is because of some or certain several U.S. face parameter item positions
Except standard U.S. face parameter or U.S. face parameter intermediate value preset range, i.e., not all U.S.'s face parameter item in human face region to be adjusted
In the case of being respectively positioned on except standard U.S. face parameter or U.S. face parameter intermediate value preset range, step S4042 can also replace with as
Lower step S4043.
S4043, the U.S. face parameter to be adjusted of the human face region to be adjusted is set as the closest non-adjustment
The corresponding U.S. face parameter of human face region.
Wherein, U.S. face parameter to be adjusted refers to be located at standard U.S. face parameter or U.S. face parameter intermediate value in human face region to be adjusted
U.S. face parameter except preset range.For example, in the first way of step S403, the colour of skin parameter of human face region C is waits to adjust
Whole U.S.'s face parameter, the skin smoothing parameter of human face region C is U.S. face parameter to be adjusted.In the second way of step S403,
The colour of skin parameter of human face region C is U.S. face parameter to be adjusted.
Compared to step S4042, this step is adjusted just for the U.S. face parameter to be adjusted of human face region to be adjusted, is protected
Other U.S. face parameters have been stayed, have made photo U.S. face effect closer to really.
S405, the current U.S. face parameter in current face region is adjusted according to the current adjust instruction of user.
In one embodiment, step S405 is specifically included：
S4051, user touch initial position and touch track are obtained.
Wherein, the touch track includes：Upward sliding, slide downward and is slided to the right.
Specifically, as shown in Figure 5 b, user has carried out touch operation under preview mode to current image, user touches
Beginning position is O, and touch track is the locus O P of slide downward.
In this step, O point coordinates values are obtained.
S4052, current face region and current U.S. face parameter are determined according to the touch initial position；
Specifically, the human face region where touching initial position can be set as current face region, originated touching
The corresponding U.S. face parameter in position where position is set as current U.S. face parameter.For example, being located at face when touching initial position, that is, use
When family touches the face of a certain human face region, current U.S.'s face parameter is colour of skin parameter and skin smoothing parameter.When touch start bit
During setting in chin, i.e., when user touches the chin of a certain human face region, current U.S.'s face parameter is thin face parameter；It is originated when touching
When position is located at eye, i.e., when user touches the eye of a certain human face region, current U.S.'s face parameter is eyes size adjusting parameter；
When touch initial position is located at tooth, i.e., when user touches the tooth of a certain human face region, current U.S.'s face parameter is tooth U.S.
White ginseng number；When touch initial position is located at cheek, i.e., when user touches the cheek of a certain human face region, current U.S.'s face parameter is
Blush parameter.
Illustratively, as shown in Figure 5 b, user touches the eye locations that O points in initial position are located at human face region D, then face
Region D is current face region, and the eyes size adjusting parameter of human face region D is current U.S. face parameter.
S4053, the corresponding current tune of current touch instruction is determined according to the touch track and adjust instruction correspondence
Whole instruction；
In the present embodiment, the touch track includes with adjust instruction correspondence：Upward sliding corresponds to U.S. face parameter and increases
Greatly, slide downward corresponds to U.S. face parameter and reduces, slides corresponding U.S. face parameter resetting to the right.
In this step, touch track is the locus O P of slide downward, then current adjust instruction is by the eyes of human face region D
Size adjusting parameter reduces.
S4054, the current U.S. face parameter in the current face region is adjusted according to the current adjust instruction.
It wherein, can be as follows to current U.S. face parameter adjustment size：The distance of upward sliding is joined with corresponding U.S. face
Number increment value is directly proportional, and the distance of slide downward is directly proportional with corresponding U.S. face parameter decreasing value.
In a kind of specific embodiment, current U.S.'s face parameter adjustment size can determine as follows：
G1, intelligent mobile terminal rear touch region recognition sense the distance distance=that current finger slides | Y1-Y0
|, wherein Y0 slides starting point coordinate for finger, and Y1 is slided for finger and terminated point coordinates；
G2, U.S. face efficacy parameter range is set as to 0~A ranks, wherein A is maximum parameter area, and it is every to calculate finger
Slide unit apart from when corresponding U.S. face efficacy parameter step=dmax/A, wherein dmax for finger slide it is maximum away from
From；
G3, distance distance that current finger slides often is slided with finger unit apart from when corresponding U.S. face
Efficacy parameter step is multiplied, and obtains corresponding current U.S. face parameter adjustment value.
Specifically, this step reduces the eyes size adjusting parameter of human face region D.The ratio of reduction and slide downward
Apart from directly proportional.
In another embodiment, step S405 is specifically included：
S40511, user touch initial position and touch track are obtained.
Wherein, the touch track includes：Upward sliding, slide downward and is slided to the right.
Specifically, as shown in Figure 5 b, user has carried out touch operation under preview mode to current image, user touches
Beginning position is O, and touch track is the locus O P of slide downward.
In this step, O point coordinates values are obtained.
S40521, current face region and current U.S. face parameter are determined according to the touch initial position；
Specifically, the human face region where touching initial position can be set as current face region, originated touching
The corresponding U.S. face parameter in position where position is set as current U.S. face parameter.For example, being located at face when touching initial position, that is, use
When family touches the face of a certain human face region, current U.S.'s face parameter is colour of skin parameter and skin smoothing parameter.When touch start bit
During setting in chin, i.e., when user touches the chin of a certain human face region, current U.S.'s face parameter is thin face parameter；It is originated when touching
When position is located at eye, i.e., when user touches the eye of a certain human face region, current U.S.'s face parameter is eyes size adjusting parameter；
When touch initial position is located at tooth, i.e., when user touches the tooth of a certain human face region, current U.S.'s face parameter is tooth U.S.
White ginseng number；When touch initial position is located at cheek, i.e., when user touches the cheek of a certain human face region, current U.S.'s face parameter is
Blush parameter.
Illustratively, as shown in Figure 5 b, user touches the eye locations that O points in initial position are located at human face region D, then face
Region D is current face region, and the eyes size adjusting parameter of human face region D is current U.S. face parameter.
S40531, the movement locus for obtaining mobile terminal.
Wherein it is possible to mobile terminal is obtained by acceleration transducer, gyro sensor and/or angular-rate sensor
Movement locus.It should be noted that on how to pass through acceleration transducer, gyro sensor and/or angular-rate sensor
The movement locus of mobile terminal is obtained, belongs to conventional techniques well-known to those skilled in the art, details are not described herein, and
It is not limited to the application.
S40541, current adjust instruction corresponding with the movement locus of the mobile terminal of acquisition is determined.
Optionally, it is further included before the step：Correspondence between different movement locus and adjust instruction is set.
Wherein, movement locus includes：Be tilted to the left N degree or the M degree that is tilted to the right, wherein, N and M are positive numbers；The movement
Correspondence between track and adjust instruction includes：Be tilted to the left corresponding current U.S. face parameter increase, be tilted to the right to should
Preceding U.S.'s face parameter reduces.
Illustratively, as shown in Figure 5 c, mobile terminal 10 is tilted to the left, and currently U.S. face parameter increases θ angles correspondence.
Wherein, above-mentioned correspondence can be configured by system, can also provide a human-computer interaction interface by user's root
It is configured according to the demand of itself.
S40551, the current U.S. face parameter in the current face region is adjusted according to the current adjust instruction.
It wherein, can be as follows to current U.S. face parameter adjustment size：The angle being tilted to the left is joined with corresponding U.S. face
Number increment value is directly proportional, and the angle being tilted to the right is directly proportional with corresponding U.S. face parameter decreasing value.
In a kind of specific embodiment, current U.S.'s face parameter adjustment size can determine as follows：
Velocity sensor, gyro sensor and/or angular-rate sensor identification sensing in S1, intelligent mobile terminal are worked as
The tilt angle theta of preceding mobile terminal=| 1-θ 0 of θ |, wherein θ 0 is that the angle between vertical line, θ 1 are when mobile terminal originates
Angle during terminating mobile terminal between vertical line.
S2, U.S. face efficacy parameter range is set as to 0~A ranks, wherein A is maximum parameter area, is calculated mobile whole
Corresponding U.S. face efficacy parameter step=θ max/A, wherein θ max is that mobile terminal tilts when holding the often angle of one unit of inclination
Maximum angle；
S3, corresponding U.S. when the inclined angle, θ of current mobile terminal often to be tilted with mobile terminal to the angle of unit
Face efficacy parameter step is multiplied, and obtains corresponding current U.S. face parameter adjustment value.
Specifically, relative to Fig. 5 c, this step increases the eyes size adjusting parameter of human face region D.Increased ratio
It is directly proportional to the angle that mobile terminal is tilted to the left.
Based on above-mentioned each method embodiment, the present invention also provides a kind of terminals 6, can be specifically to include such as mobile phone, put down
It is plate computer, laptop, palm PC, personal digital assistant (Personal Digital Assistant, PDA), convenient
Formula media player (Portable Media Player, PMP), navigation terminal, wearable device, Intelligent bracelet, pedometer etc.
Mobile terminal and the fixed terminals such as number TV, desktop computer.
As shown in fig. 6, the terminal 6 includes：It memory 61, processor 62 and is stored on the memory and can be described
The U.S. face effect adjustment programme run on processor, U.S.'s face effect adjustment programme are realized following when being performed by the processor
Step：
Identify each human face region in preview image；
Extract the U.S. face parameter of each human face region；
Human face region to be adjusted is chosen according to the U.S. face parameter of each human face region；
Adjust the U.S. face effect of the human face region to be adjusted；
Wherein, the U.S. face parameter includes colour of skin parameter and/or skin smoothing parameter.
It is described that face to be adjusted is chosen according to the U.S. face parameter of each human face region in a kind of specific embodiment
In the step of region, the processor is additionally operable to perform the U.S. face effect adjustment programme, to realize following steps：
Choose the U.S. face parameter intermediate value of each human face region；
Human face region corresponding with the U.S. face parameter outside U.S. face parameter first preset range of intermediate value is determined as described
Human face region to be adjusted.
It is described that face to be adjusted is chosen according to the U.S. face parameter of each human face region in a kind of specific embodiment
In the step of region, the processor is additionally operable to perform the U.S. face effect adjustment programme, to realize following steps：
Acquisition standard U.S. face parameter；
Human face region corresponding with the U.S. face parameter outside the second preset range of standard U.S. face parameter is determined as described
Human face region to be adjusted.
It is described in the U.S. face effect step of the adjustment human face region to be adjusted in a kind of specific embodiment
Processor is additionally operable to perform the U.S. face effect adjustment programme, to realize following steps：
Obtain the U.S. face parameter with the closest non-adjustment human face region of the human face region to be adjusted；
The U.S. face parameter of the human face region to be adjusted is set as to U.S. of the closest non-adjustment human face region
Face parameter.
Wherein, non-adjustment human face region refers to the human face region other than the human face region to be adjusted.
In a kind of specific embodiment, U.S.'s face parameter further includes thin face parameter, eyes size adjusting parameter, tooth
Whitening parameter and blush parameter, after the U.S. face effect step of the adjustment human face region to be adjusted, the processor is also
For performing the U.S. face effect adjustment programme, to realize following steps：
The current U.S. face parameter in current face region is adjusted according to the current adjust instruction of user.
In a kind of specific embodiment, it is described according to the current adjust instruction of user to the current U.S. face in current face region
Parameter is adjusted in step, and the processor is additionally operable to perform the U.S. face effect adjustment programme, to realize following steps：
It obtains user and touches initial position and touch track；
Current face region and current U.S. face parameter are determined according to the touch initial position；
The corresponding current adjust instruction of current touch instruction is determined according to the touch track and adjust instruction correspondence；
The current U.S. face parameter in the current face region is adjusted according to the current adjust instruction.
In a kind of specific embodiment, the touch track includes：Upward sliding, slide downward and is slided to the right.
In a kind of specific embodiment, the touch track includes with adjust instruction correspondence：Upward sliding corresponds to
U.S. face parameter increase, slide downward correspond to U.S. face parameter and reduce, slide corresponding U.S. face parameter resetting to the right.
In a kind of specific embodiment, the distance of the upward sliding is directly proportional with corresponding U.S. face parameter increment value, institute
The distance for stating slide downward is directly proportional with corresponding U.S. face parameter decreasing value.
In a kind of specific embodiment, it is described according to the current adjust instruction of user to the current U.S. face in current face region
Parameter is adjusted in step, and the processor is additionally operable to perform the U.S. face effect adjustment programme, to realize following steps：
It obtains user and touches initial position and touch track；
Current face region and current U.S. face parameter are determined according to the touch initial position；
Obtain the movement locus of mobile terminal.
Determine current adjust instruction corresponding with the movement locus of the mobile terminal of acquisition.
The current U.S. face parameter in the current face region is adjusted according to the current adjust instruction.
In a kind of specific embodiment, movement locus includes：Be tilted to the left N degree or the M degree that is tilted to the right, wherein, N and M
It is positive number；
In a kind of specific embodiment, the correspondence between the movement locus and adjust instruction includes：It inclines to the left
Tiltedly corresponding current U.S. face parameter increase, the corresponding current U.S. face parameter that is tilted to the right reduce.
In a kind of specific embodiment, the angle being tilted to the left is directly proportional with corresponding U.S. face parameter increment value, to Right deviation
Oblique angle is directly proportional with corresponding U.S. face parameter decreasing value.
Another aspect of the present invention also provides a kind of computer readable storage medium, the computer-readable recording medium storage
There are one or multiple programs, one or more of programs can be performed by one or more processor, it is following to realize
Step：
Identify each human face region in preview image；
Extract the U.S. face parameter of each human face region；
Human face region to be adjusted is chosen according to the U.S. face parameter of each human face region；
Adjust the U.S. face effect of the human face region to be adjusted；
Wherein, the U.S. face parameter includes colour of skin parameter and/or skin smoothing parameter.
It is described that face to be adjusted is chosen according to the U.S. face parameter of each human face region in a kind of specific embodiment
In the step of region, one or more of programs can be performed by one or more processor, to realize following steps：
Choose the U.S. face parameter intermediate value of each human face region；
Human face region corresponding with the U.S. face parameter outside U.S. face parameter first preset range of intermediate value is determined as described
Human face region to be adjusted.
It is described that face to be adjusted is chosen according to the U.S. face parameter of each human face region in a kind of specific embodiment
In the step of region, one or more of programs can be performed by one or more processor, to realize following steps：
Acquisition standard U.S. face parameter；
Human face region corresponding with the U.S. face parameter outside the second preset range of standard U.S. face parameter is determined as described
Human face region to be adjusted.
It is described in the U.S. face effect step of the adjustment human face region to be adjusted in a kind of specific embodiment
One or more program can be performed by one or more processor, to realize following steps：
Obtain the U.S. face parameter with the closest non-adjustment human face region of the human face region to be adjusted；
The U.S. face parameter of the human face region to be adjusted is set as to U.S. of the closest non-adjustment human face region
Face parameter.
Wherein, non-adjustment human face region refers to the human face region other than the human face region to be adjusted.
In a kind of specific embodiment, U.S.'s face parameter further includes thin face parameter, eyes size adjusting parameter, tooth
Whitening parameter and blush parameter, after the U.S. face effect step of the adjustment human face region to be adjusted, it is one or
Multiple programs can be performed by one or more processor, to realize following steps：
It obtains user and touches initial position and touch track；
Current face region and current U.S. face parameter are determined according to the touch initial position；
The corresponding current adjust instruction of current touch instruction is determined according to the touch track and adjust instruction correspondence；
The current U.S. face parameter in the current face region is adjusted according to the current adjust instruction.
In a kind of specific embodiment, the touch track includes：Upward sliding, slide downward and is slided to the right.
In a kind of specific embodiment, the touch track includes with adjust instruction correspondence：Upward sliding corresponds to
U.S. face parameter increase, slide downward correspond to U.S. face parameter and reduce, slide corresponding U.S. face parameter resetting to the right.
In a kind of specific embodiment, the distance of the upward sliding is directly proportional with corresponding U.S. face parameter increment value, institute
The distance for stating slide downward is directly proportional with corresponding U.S. face parameter decreasing value.
In a kind of specific embodiment, it is described according to the current adjust instruction of user to the current U.S. face in current face region
Parameter is adjusted in step, and one or more of programs can be performed by one or more processor, following to realize
Step：
It obtains user and touches initial position and touch track；
Current face region and current U.S. face parameter are determined according to the touch initial position；
Obtain the movement locus of mobile terminal.
Determine current adjust instruction corresponding with the movement locus of the mobile terminal of acquisition.
The current U.S. face parameter in the current face region is adjusted according to the current adjust instruction.
In a kind of specific embodiment, movement locus includes：Be tilted to the left N degree or the M degree that is tilted to the right, wherein, N and M
It is positive number；
In a kind of specific embodiment, the correspondence between the movement locus and adjust instruction includes：It inclines to the left
Tiltedly corresponding current U.S. face parameter increase, the corresponding current U.S. face parameter that is tilted to the right reduce.
In a kind of specific embodiment, the angle being tilted to the left is directly proportional with corresponding U.S. face parameter increment value, to Right deviation
Oblique angle is directly proportional with corresponding U.S. face parameter decreasing value.
U.S.'s face effect method of adjustment provided by the invention, terminal and computer readable storage medium, by identifying preview graph
Each human face region as in；Extract the U.S. face parameter of each human face region；Joined according to the U.S. face of each human face region
Number chooses human face region to be adjusted；Adjust the U.S. face effect of the human face region to be adjusted.It, can be quick when multiple people take pictures
The U.S. face effect of extraction and the larger face of other people diversity ratios, and pass through the adjustment to U.S. face parameter so that the U.S. face of the face
Effect is consistent with other people U.S. face effect, improves the integrated beauty face effect of photo.Also, the present invention can be to the U.S. face of photo
Effect is adjusted in real time, improves the interactivity and interest of user.
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property includes, so that process, method, article or terminal including a series of elements not only include those elements, and
And it further includes other elements that are not explicitly listed or further includes intrinsic for this process, method, article or terminal institute
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including this
Also there are other identical elements in the process of element, method, article or terminal.
The embodiments of the present invention are for illustration only, do not represent the quality of embodiment.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on such understanding, technical scheme of the present invention substantially in other words does the prior art
Going out the part of contribution can be embodied in the form of software product, which is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), used including some instructions so that a station terminal (can be mobile phone, computer services
Device, air conditioner or network equipment etc.) perform method described in each embodiment of the present invention.
The embodiment of the present invention is described above in conjunction with attached drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned specific embodiment is only schematical rather than restricted, those of ordinary skill in the art
Under the enlightenment of the present invention, present inventive concept and scope of the claimed protection are not being departed from, can also made very much
Form, these are belonged within the protection of the present invention.
Claims (10)
1. a kind of U.S.'s face effect method of adjustment, which is characterized in that U.S.'s face effect method of adjustment includes：
Identify each human face region in preview image；
Extract the U.S. face parameter of each human face region；
Human face region to be adjusted is chosen according to the U.S. face parameter of each human face region；
Adjust the U.S. face effect of the human face region to be adjusted；
Wherein, the U.S. face parameter includes colour of skin parameter and/or skin smoothing parameter.
2. U.S.'s face effect method of adjustment according to claim 1, which is characterized in that described according to each human face region
U.S. face parameter choose human face region to be adjusted and include：
Choose the U.S. face parameter intermediate value of each human face region；
Human face region corresponding with the U.S. face parameter outside U.S. face parameter first preset range of intermediate value is determined as described waiting to adjust
Whole human face region.
3. U.S.'s face effect method of adjustment according to claim 1, which is characterized in that described according to each human face region
U.S. face parameter choose human face region to be adjusted and include：
Acquisition standard U.S. face parameter；
Human face region corresponding with the U.S. face parameter outside the second preset range of standard U.S. face parameter is determined as described waiting to adjust
Whole human face region.
4. according to any U.S. face effect methods of adjustment of claim 1-3, which is characterized in that the adjustment is described to be adjusted
The U.S. face effect of human face region includes：
Obtain the U.S. face parameter with the closest non-adjustment human face region of the human face region to be adjusted；
The U.S. face that the U.S. face parameter of the human face region to be adjusted is set as to the closest non-adjustment human face region is joined
Number.
Wherein, non-adjustment human face region refers to the human face region other than the human face region to be adjusted.
5. U.S.'s face effect method of adjustment according to claim 4, which is characterized in that U.S.'s face parameter further includes thin face ginseng
Number, eyes size adjusting parameter, tooth whitening parameter and blush parameter, the method further include：
It obtains user and touches initial position and touch track；
Current face region and current U.S. face parameter are determined according to the touch initial position；
The corresponding current adjust instruction of current touch instruction is determined according to the touch track and adjust instruction correspondence；
The current U.S. face parameter in the current face region is adjusted according to the current adjust instruction.
6. U.S.'s face effect method of adjustment according to claim 5, which is characterized in that the touch track includes：It slides up
It is dynamic, it slide downward and slides to the right.
7. U.S.'s face effect method of adjustment according to claim 6, which is characterized in that the touch track and adjust instruction pair
Should be related to including：Upward sliding corresponds to U.S. face parameter increase, slide downward corresponds to U.S. face parameter and reduces, slides corresponding U.S. face to the right
Parameter is reset.
8. U.S.'s face effect method of adjustment according to claim 7, which is characterized in that the distance of the upward sliding with it is corresponding
U.S. face parameter increment value is directly proportional, and the distance of the slide downward is directly proportional with corresponding U.S. face parameter decreasing value.
9. a kind of terminal, which is characterized in that the terminal includes：It memory, processor and is stored on the memory and can
The U.S. face effect adjustment programme run on the processor, U.S.'s face effect adjustment programme are real when being performed by the processor
Now each step of the U.S. face effect method of adjustment as described in claim 1-9 is any.
10. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage there are one or
Multiple programs, one or more of programs can be performed by one or more processor, to realize that claim 1-9 such as appoints
Each step of U.S. face effect method of adjustment described in one.
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| CN109272466A (en) * | 2018-09-19 | 2019-01-25 | 维沃移动通信有限公司 | A kind of tooth beautification method and device |
| CN109584152A (en) * | 2018-11-30 | 2019-04-05 | 深圳市脸萌科技有限公司 | Image processing method, device, electronic equipment and computer readable storage medium |
| CN110349079A (en) * | 2019-06-04 | 2019-10-18 | 苏州浩哥文化传播有限公司 | A kind of method for correcting image and its system based on user's habit and big data |
| CN111275650A (en) * | 2020-02-25 | 2020-06-12 | 北京字节跳动网络技术有限公司 | Beautifying processing method and device |
| CN113421197A (en) * | 2021-06-10 | 2021-09-21 | 杭州海康威视数字技术股份有限公司 | Processing method and processing system of beautifying image |
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| US11769286B2 (en) | 2020-02-25 | 2023-09-26 | Beijing Bytedance Network Technology Co., Ltd. | Beauty processing method, electronic device, and computer-readable storage medium |
| CN111275650B (en) * | 2020-02-25 | 2023-10-17 | 抖音视界有限公司 | Beauty treatment method and device |
| CN113421197A (en) * | 2021-06-10 | 2021-09-21 | 杭州海康威视数字技术股份有限公司 | Processing method and processing system of beautifying image |
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