CN109381165A - A kind of skin detecting method and mobile terminal - Google Patents
A kind of skin detecting method and mobile terminal Download PDFInfo
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- CN109381165A CN109381165A CN201811063193.XA CN201811063193A CN109381165A CN 109381165 A CN109381165 A CN 109381165A CN 201811063193 A CN201811063193 A CN 201811063193A CN 109381165 A CN109381165 A CN 109381165A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0077—Devices for viewing the surface of the body, e.g. camera, magnifying lens
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
- A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
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Abstract
The present invention provides a kind of skin detecting method and mobile terminals, belong to technical field of mobile terminals.Wherein, mobile terminal is when receiving the detection instruction of user's transmission, face 3-D image can be acquired using three-dimensional camera, then, the skin condition information of user can be determined, finally based on the face depth information and face color information in the face 3-D image, show that the skin condition information, the skin condition information are used to indicate the skin condition of user.In the embodiment of the present invention, mobile terminal can determine the skin condition information of user based on the face 3-D image of acquisition, thus may determine that the skin condition information of face all angles out, guarantee the accuracy of skin detection, simultaneously, independently judge that skin condition can determine that skin condition without user, and then simplifies the process of skin detection.
Description
Technical field
The present embodiments relate to technical field of mobile terminals more particularly to a kind of skin detecting methods and mobile terminal.
Background technique
With the continuous improvement that user health is realized, user also becomes increasingly to pay attention to for the state of body various aspects,
For example, becoming more concerned with the skin condition of itself.Therefore, in daily life, user is frequently necessary to the skin condition to itself
It is detected.
In the prior art, user when being detected, often oneself first observes skin, then further according to the experience of oneself
And the cognition to skin condition, judge autologous skin there are the problem of.Whole operation process is relatively complicated, and accuracy is lower.
Summary of the invention
The present invention provides a kind of skin detecting method and mobile terminal, when to solve to judge skin condition, operating process
It is relatively complicated, the lower problem of accuracy.
In order to solve the above-mentioned technical problem, the present invention is implemented as follows:
In a first aspect, the embodiment of the invention provides a kind of skin detecting method, applied to configured with three-dimensional camera
Mobile terminal, this method may include:
If receiving the detection instruction of user's transmission, face 3-D image is acquired using the three-dimensional camera；It is described
Face 3-D image includes face depth information and face color information；
Based on the face depth information and face color information in the face 3-D image, the skin of the user is determined
Skin status information；
Show the skin condition information；The skin condition information is used to indicate the skin condition of the user.
Second aspect, the embodiment of the invention provides a kind of mobile terminal, which may include:
Acquisition module acquires face using the three-dimensional camera if the detection instruction for receiving user's transmission
3-D image；The face 3-D image includes face depth information and face color information；
Determining module, for based on the face depth information and face color information in the face 3-D image, really
The skin condition information of the fixed user；
First display module, for showing the skin condition information；The skin condition information is used to indicate the use
The skin condition at family.
The third aspect the embodiment of the invention provides a kind of mobile terminal, including processor, memory and is stored in described
It is real when the computer program is executed by the processor on memory and the computer program that can run on the processor
Now the step of skin detecting method as described in relation to the first aspect.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage mediums, which is characterized in that the calculating
Computer program is stored on machine readable storage medium storing program for executing, is realized as described in relation to the first aspect when the computer program is executed by processor
Skin detecting method the step of.
In embodiments of the present invention, mobile terminal can utilize three-dimensional camera when receiving the detection instruction of user's transmission
Acquiring face 3-D image then can be based on the face depth information and face color information in the face 3-D image, really
Determine the skin condition information of user, finally, showing the skin condition information, which is used to indicate the skin of user
State.In the embodiment of the present invention, mobile terminal can determine the skin condition information of user based on the face 3-D image of acquisition,
Thus may determine that the skin condition information of face all angles out, guarantees the accuracy of skin detection, meanwhile, without user from
Main judgement skin condition can determine that skin condition, and then simplify the process of skin detection.
Detailed description of the invention
Fig. 1 is a kind of step flow chart of skin detecting method provided in an embodiment of the present invention；
Fig. 2 is the step flow chart of another skin detecting method provided in an embodiment of the present invention；
Fig. 3 is a kind of block diagram of mobile terminal provided in an embodiment of the present invention；
Fig. 4 is the block diagram of another mobile terminal provided in an embodiment of the present invention；
A kind of hardware structural diagram of Fig. 5 mobile terminal of each embodiment to realize the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall within the protection scope of the present invention.
Fig. 1 is a kind of step flow chart of skin detecting method provided in an embodiment of the present invention, as shown in Figure 1, this method
It can be applied to mobile terminal, this method may include:
If step 101, the detection instruction for receiving user's transmission acquire face three-dimensional figure using the three-dimensional camera
Picture；The face 3-D image includes face depth information and face color information.
In the embodiment of the present invention, which can be what user was triggered by the skin detection function of mobile terminal,
Exemplary, mobile terminal can show a skin detection button, and user can be moved by clicking skin detection button triggering
The skin detection function of dynamic terminal, and then realize to mobile terminal and send detection instruction, it is of course also possible to be by other means
Triggering, the embodiment of the present invention are not construed as limiting this.
Further, mobile terminal is when receiving the detection instruction, it is believed that user wants to carry out skin inspection at this time
It surveys, therefore, can use three-dimensional camera acquisition three-dimensional face images.Wherein, three-dimensional camera is a kind of using structure light skill
Art, according to the camera of optical sensing measuring principle, when shooting, the projection module in three-dimensional camera can be first by a series of volumes
Code optical grating projection is to face surface, and then, the acquisition module in three-dimensional camera can capture the raster image accordingly modulated, most
Three-dimensional coordinate is extracted from the raster image captured based on preset algorithm afterwards, face can be constructed according to these three-dimensional coordinates
Threedimensional model, and then obtain the depth information of face.On the other hand, three-dimensional camera when shooting, can also acquire face
Color image, and then obtain face color information.In practical application, the color image of the threedimensional model of face and face is closed
At face 3-D image can be obtained.
Step 102, based on the face depth information and face color information in the face 3-D image, determine described in
The skin condition information of user.
Due in the face 3-D image of acquisition face depth information and face color information can show user's face
The skin condition of portion's all angles, therefore, in the embodiment of the present invention, mobile terminal is based on the face depth in face 3-D image
Information and face color information determine the mode of user's skin condition information, may be implemented to user face all angles
Skin is detected, and then can guarantee the accuracy of skin detection.Specifically, skin condition information may include the skin of face
Skin roughness value, skin depth of lines value, skin tone value, skin-tightening angle value and skin totality score value, correspondingly, mobile terminal
It can be analyzed based on face depth information and face color information, and then determine every ginseng in skin condition information
Number.
Step 103, the display skin condition information.
In the embodiment of the present invention, which can serve to indicate that the skin condition of user, in this way, being not necessarily to user
Observation analysis, skin condition information based on display, you can learn that the skin condition of oneself are carried out to skin.
In conclusion a kind of skin detecting method provided in an embodiment of the present invention, mobile terminal is receiving user's transmission
When detection instruction, can acquire face 3-D image using three-dimensional camera then can be based on the face in the face 3-D image
Depth information and face color information, determine the skin condition information of user, finally, showing the skin condition information, the skin
Skin status information is used to indicate the skin condition of user.In the embodiment of the present invention, mobile terminal can be based on the face three-dimensional of acquisition
Image determines the skin condition information of user, thus may determine that the skin condition information of face all angles out, guarantees skin
The accuracy of skin detection, meanwhile, independently judge that skin condition can determine that skin condition without user, and then simplify skin
The process of detection.
Fig. 2 is the step flow chart of another skin detecting method provided in an embodiment of the present invention, as shown in Fig. 2, the party
Method can be applied to mobile terminal, and this method may include:
If step 201, the detection instruction for receiving user's transmission acquire face three-dimensional figure using the three-dimensional camera
Picture；The face 3-D image includes face depth information and face color information.
In this step, mobile terminal can be realized by following sub-steps receives the detection instruction that user sends:
Sub-step (1): camera open command is received.
In this step, which can be user and passes through the camera open function of triggering mobile terminal
It sends, exemplary, user can trigger the camera open function of dynamic terminal by clicking the camera applications of mobile terminal,
The embodiment of the present invention is not construed as limiting this.
Sub-step (2): start the three-dimensional camera and display skin detection confirmation message.
In this step, which can be used for being confirmed whether to user carrying out skin detection.Specifically,
In actual application scenarios, user sends camera open command to mobile terminal, may only want to be clapped using camera
According to, it is also possible to Yao Qidong camera carries out skin detection, and therefore, in the embodiment of the present invention, mobile terminal is receiving camera shooting
Head open command after, can star three-dimensional camera, and show skin detection confirmation message, with this come to confirmation user whether
It needs to carry out skin detection, it is ensured that the operation of subsequent execution can meet the expected operation of user.
Sub-step (3): if detecting user to the predetermined registration operation of the skin detection confirmation message, confirmation receives use
The detection instruction that family is sent.
In this step, which can be shows in the form of a popup window, it is of course also possible to use other
Mode shows that the embodiment of the present invention is not construed as limiting this.It is exemplary, it may include confirmation in the skin detection confirmation message
Button and cancel button, the predetermined registration operation can be the clicking operation to ACK button, and correspondingly, mobile terminal can examined
When measuring clicking operation of the user to ACK button, confirmation receives the detection instruction of user's transmission, further, mobile terminal
It can confirm that user does not need to carry out skin detection, at this point it is possible to hold when detecting clicking operation of the user to cancel button
The normal photographing operation of row.
Further, mobile terminal, can be if it is determined that the three-dimensional camera collects after receiving detection instruction
Preview image in human face region.Specifically, mobile terminal can be based on preset face recognition algorithms, to three-dimensional camera
Collected preview image carries out recognition of face, determines the human face region in the preview figure.Then, mobile terminal can mark
The human face region, in order to which the user adjusts shooting angle based on the human face region of label.It is exemplary, mobile terminal
Can show line of demarcation in the boundary of human face region, human face region is marked with this, it is of course also possible to use other modes into
Line flag, the embodiment of the present invention are not construed as limiting this.In order to guarantee the accuracy to skin detection, the face of acquisition is generally required
3-D image can completely show the entire face area of user, therefore before acquisition, user is often to shooting angle
It is adjusted, in the embodiment of the present invention, by marking human face region, allows users to pay close attention to face area, conveniently
User carries out angle adjustment.It should be noted that mobile terminal can also be after marking human face region, to the skin of human face region
Skin carries out Preliminary detection, and to determine, there are the regions of more serious skin problem in human face region, and then marking this, there are more serious
The region of skin problem guarantees that the region can be clear to prompt user when controlling mobile terminal acquisition face 3-D image
Chu collects, and then guarantees the skin condition information of subsequent determination, can accurately reflect the skin condition of user.
Further, user, can be by the shooting function of triggering mobile terminal, eventually to movement after adjusting angle
End sends shooting instruction, and correspondingly, mobile terminal can utilize three-dimensional camera when receiving the shooting instruction of user's transmission
Acquire a face 3-D image.
Step 202, based on the face depth information and face color information in the face 3-D image, determine described in
The skin condition information of user.
Specifically, mobile terminal can be realized by following sub-steps (4)~sub-step (8) is based on face in this step
Face depth information and face color information in 3-D image, determine the skin condition information of user:
Sub-step (4): it based on the face depth information in the face 3-D image, extracts in the face 3-D image
The skin characteristic in each pre-set skin region.
In this step, which indicates the three-dimensional image of face, and further, mobile terminal can be from
Multiple predetermined angles extract skin characteristic, specifically, three-dimensional system of coordinate can be established in three-dimensional image, for example, can
With using the nose in face as coordinate origin, the horizontal direction of two ears connection is as X-axis, the vertical side of eyes to chin
To as Y-axis, three-dimensional system of coordinate is established as Z axis in the direction that nose to the back side of head connects, and can specifically determine in the predetermined angle
Justice has the angular range along X-axis offset, and the angular range along Y-axis offset and the angular range along Z axis offset correspondingly move
Dynamic terminal can analyze the corresponding region of offset angles runs indicated by each predetermined angle, can in analysis
To be divided into multiple pre-set skins according to pre-set dimension for the corresponding region of offset angles runs indicated by each predetermined angle
Then region utilizes preset skin detection algorithm, detects to each pre-set skin region, obtain each pre-set skin area
There are the depth of the size of the quantity of small pox and each small pox, the quantity of wrinkle and every wrinkle in domain.
Sub-step (5): the skin characteristic based on each pre-set skin region determines the skin in each pre-set skin region
Skin roughness value, skin depth of lines value and skin-tightening angle value.
In this step, for each pre-set skin region, mobile terminal can be based on preset corresponding relationship, determine that this is pre-
If the corresponding score value of the affiliated range of the size of the quantity of small pox and each small pox is then by preset first base in skin area
The sum of score value corresponding with this is determined as the pachylosis angle value in the pre-set skin region in quasi- score value, and the quantity of small pox is more,
Size is bigger, and the roughness in pre-set skin region is bigger；Further, it is based on preset corresponding relationship, determines the pre-set skin
The corresponding score value of the affiliated range of the depth of every wrinkle in region, then by corresponding with this point in preset second benchmark score value
The sum of value is determined as the skin depth of lines value in the pre-set skin region, and further, mobile terminal can be according to wrinkle quantity
It with the principle of the compact degree negative correlation in pre-set skin region, determines the skin-tightening angle value in the pre-set skin region, that is, is exactly, wrinkle
Line quantity is more, and the skin-tightening angle value in pre-set skin region is smaller.
Sub-step (6): according to pachylosis angle value, skin depth of lines value and the skin in each pre-set skin region
The compact angle value of skin calculates the pachylosis angle value, skin depth of lines value and skin-tightening angle value of the face.
In this step, mobile terminal can calculate the average value of the pachylosis angle value in all pre-set skin regions, by this
Average value is determined as the pachylosis angle value of face；The average value of the skin depth of lines value in all pre-set skin regions is calculated,
The average value is determined as to the skin depth of lines value of face；Calculate being averaged for the skin-tightening angle value in all pre-set skin regions
The average value, is determined as the skin-tightening angle value of face by value.It is of course also possible to use other modes calculate, for example, by institute
There is the variance yields of the pachylosis angle value in pre-set skin region to be determined as the pachylosis angle value of face, the embodiment of the present invention is to this
It is not construed as limiting.
Sub-step (7): it based on the face color information in the face 3-D image, determines in the face 3-D image
The variance data of the colour of skin of face and the preset benchmark colour of skin, and determine based on the variance data skin tone value of the face.
In this step, face color information can embody the skin color of user face, and mobile terminal can be to the face
Color information carries out Face Detection, determines the colour of skin of face, the colour of skin and preset benchmark skin it is possible to further determining face
Shade difference between color correspondingly can increase the benchmark colour of skin when the colour of skin of face is deeper than the preset benchmark colour of skin
Skin tone value after increase, is determined as the skin tone value of face by corresponding benchmark skin tone value, is shallower than preset base in the colour of skin of face
When the quasi- colour of skin, reduces the corresponding benchmark skin tone value of the benchmark colour of skin, the skin tone value after reduction is determined as to the skin tone value of face,
In, skin tone value is bigger, and the colour of skin is deeper.
Sub-step (8): pachylosis angle value, skin depth of lines value, skin-tightening angle value based on the face and
The skin tone value of the face determines the skin totality score value.
In this step, pachylosis angle value is bigger, skin depth of lines value is bigger, and skin tone value is bigger, it may be considered that face
The small pox in portion, wrinkle are more, and the colour of skin is deeper, and skin-tightening angle value is bigger, it may be considered that the slack and undisciplined degree of face is smaller, because
This, mobile terminal can first calculate preset total score a reference value and subtract the product of pachylosis angle value and the first weight coefficient, skin
The difference of the product of the skin tone value and third weight coefficient of the product and face of skin depth of lines value and the second weight coefficient, so
Afterwards by the sum of products of the difference and skin-tightening angle value and third weight coefficient, it is determined as skin totality score value.Due to the skin
Skin totality score value is the colour of skin of pachylosis angle value based on face, skin depth of lines value, skin-tightening angle value and face
Value is determining, in this way the skin totality score value whole skin condition that can reflect user.
Further, the region clearly to go wrong in order to facilitate user, mobile terminal can be in the skins for determining user
After skin status information, it is greater than pre-set skin region and/or the skin lines depth of default roughness threshold value in pachylosis angle value
Angle value is greater than greater than the pre-set skin region of default depth of lines threshold value and/or skin-tightening angle value presets compact degree threshold value
Pre-set skin region, display reminding information.Wherein, which can be used for identifying the pre-set skin area accordingly to go wrong
In this step of domain, mobile terminal may remind the user that the region goes wrong, by display reminding information in order to which user can
The pre-set skin region is paid close attention in time.Further, if receiving user to the predetermined registration operation of the prompt information, mobile terminal
It can amplify and show pre-set skin region indicated by the prompt information.Wherein, which can believe prompt for user
The clicking operation of breath, it is exemplary, it is assumed that and pre-set skin region indicated by the prompt information that user is clicked is region a, then
Mobile terminal can amplify display to region a, check in this way, can be convenient user to the region a to go wrong.
Further, the variation of skin condition is understood for the ease of user, mobile terminal is in the skin condition for determining user
After information, following sub-steps (9)~sub-step (11) can also be performed:
Sub-step (9): the skin condition information of the user is stored to default memory block.
Wherein, which can be predetermined for storing the memory block of skin condition information.
Sub-step (10): if receiving change of skin analysis instruction, according to the change of skin analysis instruction and described
The skin condition change information of user described in the skin condition information analysis stored in default memory block.
In this step, which can be user and is touched by the change of skin analytic function of mobile terminal
Hair, exemplary, mobile terminal can show a change of skin analysis button, and user can be by clicking the change of skin point
The change of skin analytic function of button triggering mobile terminal is analysed, and then realizes to mobile terminal and sends change of skin analysis instruction,
It is of course also possible to be to trigger by other means, the embodiment of the present invention is not construed as limiting this.Specifically, mobile terminal can incite somebody to action
The skin condition information of newest storage is compared with the skin condition information stored before in default memory block, obtains skin shape
Variance data between state, and then obtain the change information of skin condition.Further, mobile terminal can also receive this
After change of skin analysis instruction, time range option, or display time range input window are shown, in order to true to user
Setting analysis range, wherein the time range option can be mobile terminal according to each skin condition information in default memory block
Storage time point determine, the skin of the newest storage in default memory block of time range indicated by each time range option
Between the storage time point of the skin condition information of the storage time point and oldest stored of skin status information.
Sub-step (11): the skin condition change information is shown.
In this step, which may include the variation of small pox quantity, size, wrinkle quantity, the depth
Variation, variation of skin tone value, etc., in the embodiment of the present invention, mobile terminal is by determining and showing skin condition variation letter
Breath, allows users to the situation of change for efficiently determining skin condition.
Step 203, the display skin condition information.
Specifically, the implementation of this step can refer to above-mentioned steps 103, the embodiment of the present invention is not construed as limiting this.
Step 204 is believed according to the care regimen that the skin condition information, lookup and the skin condition information match
Breath.
In this step, mobile terminal can use preset search engine, is based on skin condition information, searches in a network
It is exemplary with the care regimen information to match, it is assumed that skin depth of lines value is larger in skin condition information, then can be
The care regimen for the deeper involution form skin of wrinkle is searched in network, it is of course also possible to store in the terminal in advance
Then the matched care regimen information of different skin status information institute is searched and is somebody's turn to do directly from pre-stored care regimen
The care regimen information that skin condition information matches.
Step 205, the display care regimen information.
In practical application, there are after problem, often oneself go to search corresponding nursing knowing autologous skin by user
Scheme, in the embodiment of the present invention, mobile terminal can determine corresponding care regimen based on skin condition information, and be shown to use
Family handles skin in order to which user is based on the care regimen information, and then omits the process that user independently searches, and simplifies
The operating process of user.It further, may include the skin care to match with skin condition information in the care regimen information
Articles purchase link, further, if receiving user to the clicking operation of skincare product purchase link, mobile terminal can be jumped
To the purchase interface of skincare product, in order to which user buys.
In conclusion another kind skin detecting method provided in an embodiment of the present invention, mobile terminal is receiving user's transmission
Detection instruction when, can using three-dimensional camera acquisition face 3-D image then can be based on the people in the face 3-D image
Face depth information and face color information, determine the skin condition information of user, finally, show the skin condition information, it should
Skin condition information is used to indicate the skin condition of user.In the embodiment of the present invention, mobile terminal can be based on the face three of acquisition
Image is tieed up to determine the skin condition information of user, thus may determine that the skin condition information of face all angles out, guarantees
The accuracy of skin detection, meanwhile, independently judge that skin condition can determine that skin condition without user, and then simplify skin
The process of skin detection.Further, mobile terminal can also be searched and be shown and the skin shape based on determining skin condition information
The care regimen information that state information matches, and then the process that user independently searches is omitted, it is further simplified user's operation.
Fig. 3 is a kind of block diagram of mobile terminal provided in an embodiment of the present invention, as shown in figure 3, the mobile terminal 30 can be with
Include:
Acquisition module 301 acquires people using the three-dimensional camera if the detection instruction for receiving user's transmission
Face 3-D image；The face 3-D image includes face depth information and face color information.
Determining module 302, for based on the face depth information and face color information in the face 3-D image,
Determine the skin condition information of the user.
First display module 303, for showing the skin condition information；The skin condition information is used to indicate described
The skin condition of user.
In conclusion mobile terminal provided in an embodiment of the present invention can be realized mobile terminal in the embodiment of the method for Fig. 1
The each process realized, to avoid repeating, which is not described herein again.Mobile terminal provided in an embodiment of the present invention, mobile terminal exist
When receiving the detection instruction of user's transmission, then the face three can be based on using three-dimensional camera acquisition face 3-D image
The face depth information and face color information in image are tieed up, the skin condition information of user is determined, finally, showing the skin
Status information, the skin condition information are used to indicate the skin condition of user.In the embodiment of the present invention, mobile terminal can be based on adopting
The face 3-D image of collection determines the skin condition information of user, thus may determine that the skin condition of face all angles out
Information guarantees the accuracy of skin detection, meanwhile, independently judge that skin condition can determine that skin condition without user, into
And simplify the process of skin detection.
Fig. 4 is the block diagram of another mobile terminal provided in an embodiment of the present invention, as shown in figure 4, the mobile terminal 40 can
To include:
Acquisition module 401 acquires people using the three-dimensional camera if the detection instruction for receiving user's transmission
Face 3-D image；The face 3-D image includes face depth information and face color information.
Determining module 402, for based on the face depth information and face color information in the face 3-D image,
Determine the skin condition information of the user.
First display module 403, for showing the skin condition information；The skin condition information is used to indicate described
The skin condition of user.
Optionally, the mobile terminal 40 further include:
Searching module 404, for searching the shield to match with the skin condition information according to the skin condition information
Manage scheme information.
Second display module 405, for showing the care regimen information.
It optionally, include the skincare product purchase chain to match with the skin condition information in the care regimen information
It connects；
Correspondingly, the mobile terminal 40 further include:
Module is turned, if jumping for receiving the user to the clicking operation of skincare product purchase link
To the purchase interface of the skincare product.
Optionally, the mobile terminal 40 further include:
Memory module, for storing the skin condition information of the user to default memory block.
Analysis module, if for receiving change of skin analysis instruction, according to the change of skin analysis instruction and institute
State the skin condition change information of user described in the skin condition information analysis stored in default memory block.
Third display module, for showing the skin condition change information.
Optionally, the skin condition information includes the pachylosis angle value of the face, skin depth of lines value, the colour of skin
Value, skin-tightening angle value and skin totality score value；Correspondingly, the determining module 402, is used for:
Based on the face depth information in the face 3-D image, extracts and each preset skin in the face 3-D image
The skin characteristic in skin region.
Based on the skin characteristic in each pre-set skin region, the skin roughness in each pre-set skin region is determined
Value, skin depth of lines value and skin-tightening angle value.
According to pachylosis angle value, skin depth of lines value and the skin tightness in each pre-set skin region
Value, calculates the pachylosis angle value, skin depth of lines value and skin-tightening angle value of the face.
Based on the face color information in the face 3-D image, the colour of skin of face in the face 3-D image is determined
With the variance data of the preset benchmark colour of skin, and the skin tone value of the face is determined based on the variance data.
Pachylosis angle value, skin depth of lines value, skin-tightening angle value and the face based on the face
Skin tone value determines the skin totality score value.
Optionally, the mobile terminal 40 further include:
4th display module, for being greater than the pre-set skin region of default roughness threshold value in pachylosis angle value, and/or
It is tight greater than default that skin depth of lines value is greater than the pre-set skin region for presetting depth of lines threshold value and/or skin-tightening angle value
The pre-set skin region of cause degree threshold value, display reminding information.
5th display module, if amplifying display for receiving the user to the predetermined registration operation of the prompt information
Pre-set skin region indicated by the prompt information.
In conclusion mobile terminal provided in an embodiment of the present invention can be realized mobile terminal in the embodiment of the method for Fig. 2
The each process realized, to avoid repeating, which is not described herein again.Mobile terminal provided in an embodiment of the present invention, mobile terminal exist
When receiving the detection instruction of user's transmission, then the face three can be based on using three-dimensional camera acquisition face 3-D image
The face depth information and face color information in image are tieed up, the skin condition information of user is determined, finally, showing the skin
Status information, the skin condition information are used to indicate the skin condition of user.In the embodiment of the present invention, mobile terminal can be based on adopting
The face 3-D image of collection determines the skin condition information of user, thus may determine that the skin condition of face all angles out
Information guarantees the accuracy of skin detection, meanwhile, independently judge that skin condition can determine that skin condition without user, into
And simplify the process of skin detection.Further, mobile terminal can also be searched and be shown based on determining skin condition information
The care regimen information to match with the skin condition information, and then the process that user independently searches is omitted, it is further simplified use
Family operation.
A kind of hardware structural diagram of Fig. 5 mobile terminal of each embodiment to realize the present invention,
The mobile terminal 500 includes but is not limited to: radio frequency unit 501, network module 502, audio output unit 503, defeated
Enter unit 504, sensor 505, display unit 506, user input unit 507, interface unit 508, memory 509, processor
The components such as 510 and power supply 511.It will be understood by those skilled in the art that mobile terminal structure shown in Fig. 5 is not constituted pair
The restriction of mobile terminal, mobile terminal may include perhaps combining certain components or not than illustrating more or fewer components
Same component layout.In embodiments of the present invention, mobile terminal includes but is not limited to mobile phone, tablet computer, laptop, the palm
Upper computer, car-mounted terminal, wearable device and pedometer etc..
Wherein, processor 510 are used for: if receiving the detection instruction of user's transmission, being adopted using the three-dimensional camera
Collect face 3-D image；The face 3-D image includes face depth information and face color information；
Processor 510, is used for: based on the face depth information and face color information in the face 3-D image,
Determine the skin condition information of the user；
Processor 510, is used for: showing the skin condition information；The skin condition information is used to indicate the user
Skin condition.
In conclusion mobile terminal can acquire people using three-dimensional camera when receiving the detection instruction of user's transmission
Face 3-D image then based on the face depth information and face color information in the face 3-D image, determines user's
Skin condition information, finally, showing the skin condition information, which is used to indicate the skin condition of user.This
In inventive embodiments, mobile terminal can determine the skin condition information of user based on the face 3-D image of acquisition, therefore can
To determine the skin condition information of face all angles, guarantee the accuracy of skin detection, meanwhile, independently judge without user
Skin condition can determine that skin condition, and then simplify the process of skin detection.
It should be understood that the embodiment of the present invention in, radio frequency unit 501 can be used for receiving and sending messages or communication process in, signal
Send and receive, specifically, by from base station downlink data receive after, to processor 510 handle；In addition, by uplink
Data are sent to base station.In general, radio frequency unit 501 includes but is not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, radio frequency unit 501 can also by wireless communication system and network and other set
Standby communication.
Mobile terminal provides wireless broadband internet by network module 502 for user and accesses, and such as user is helped to receive
It sends e-mails, browse webpage and access streaming video etc..
Audio output unit 503 can be received by radio frequency unit 501 or network module 502 or in memory 509
The audio data of storage is converted into audio signal and exports to be sound.Moreover, audio output unit 503 can also be provided and be moved
The relevant audio output of specific function that dynamic terminal 500 executes is (for example, call signal receives sound, message sink sound etc.
Deng).Audio output unit 503 includes loudspeaker, buzzer and receiver etc..
Input unit 504 is for receiving audio or video signal.Input unit 504 may include graphics processor
(Graphics Processing Unit, GPU) 5041 and microphone 5042, graphics processor 5041 is in video acquisition mode
Or the image data of the static images or video obtained in image capture mode by image capture apparatus (such as camera) carries out
Reason.Treated, and picture frame may be displayed on display unit 506.Through graphics processor 5041, treated that picture frame can be deposited
Storage is sent in memory 509 (or other storage mediums) or via radio frequency unit 501 or network module 502.Mike
Wind 5042 can receive sound, and can be audio data by such acoustic processing.Treated audio data can be
The format output that mobile communication base station can be sent to via radio frequency unit 501 is converted in the case where telephone calling model.
Mobile terminal 500 further includes at least one sensor 505, 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 5061, and proximity sensor can close when mobile terminal 500 is moved in one's ear
Display panel 5061 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, it can detect that size and the direction of gravity when static, can be used to identify mobile terminal posture (ratio
Such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap)；It passes
Sensor 505 can also include fingerprint sensor, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer, wet
Meter, thermometer, infrared sensor etc. are spent, details are not described herein.
Display unit 506 is for showing information input by user or being supplied to the information of user.Display unit 506 can wrap
Display panel 5061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode can be used
Forms such as (Organic Light-Emitting Diode, OLED) configure display panel 5061.
User input unit 507 can be used for receiving the number or character information of input, and generate the use with mobile terminal
Family setting and the related key signals input of function control.Specifically, user input unit 507 include touch panel 5071 and
Other input equipments 5072.Touch panel 5071, also referred to as touch screen collect the touch operation of user on it or nearby
(for example user uses any suitable objects or attachment such as finger, stylus on touch panel 5071 or in touch panel 5071
Neighbouring operation).Touch panel 5071 may include both touch detecting apparatus and touch controller.Wherein, touch detection
Device detects the touch orientation of user, and detects touch operation bring signal, transmits a signal to touch controller；Touch control
Device processed receives touch information from touch detecting apparatus, and is converted into contact coordinate, then gives processor 510, receiving area
It manages the order that device 510 is sent and is executed.Furthermore, it is possible to more using resistance-type, condenser type, infrared ray and surface acoustic wave etc.
Seed type realizes touch panel 5071.In addition to touch panel 5071, user input unit 507 can also include other input equipments
5072.Specifically, other input equipments 5072 can include but is not limited to physical keyboard, function key (such as volume control button,
Switch key etc.), trace ball, mouse, operating stick, details are not described herein.
Further, touch panel 5071 can be covered on display panel 5061, when touch panel 5071 is detected at it
On or near touch operation after, send processor 510 to determine the type of touch event, be followed by subsequent processing device 510 according to touching
The type for touching event provides corresponding visual output on display panel 5061.Although in Fig. 5, touch panel 5071 and display
Panel 5061 is the function that outputs and inputs of realizing mobile terminal as two independent components, but in some embodiments
In, can be integrated by touch panel 5071 and display panel 5061 and realize the function that outputs and inputs of mobile terminal, it is specific this
Place is without limitation.
Interface unit 508 is the interface that external device (ED) is connect with mobile terminal 500.For example, external device (ED) may include having
Line or wireless head-band earphone port, external power supply (or battery charger) port, wired or wireless data port, storage card end
Mouth, port, the port audio input/output (I/O), video i/o port, earphone end for connecting the device with identification module
Mouthful etc..Interface unit 508 can be used for receiving the input (for example, data information, electric power etc.) from external device (ED) and
By one or more elements that the input received is transferred in mobile terminal 500 or can be used in 500 He of mobile terminal
Data are transmitted between external device (ED).
Memory 509 can be used for storing software program and various data.Memory 509 can mainly include storing program area
The storage data area and, wherein storing program area can (such as the sound of application program needed for storage program area, at least one function
Sound playing function, image player function etc.) etc.；Storage data area can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 509 may include high-speed random access memory, it 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 510 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
A part by running or execute the software program and/or module that are stored in memory 509, and calls and is stored in storage
Data in device 509 execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Place
Managing device 510 may include one or more processing units；Preferably, processor 510 can integrate application processor and modulatedemodulate is mediated
Manage device, 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 510.
Mobile terminal 500 can also include the power supply 511 (such as battery) powered to all parts, it is preferred that power supply 511
Can be logically contiguous by power-supply management system and processor 510, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
In addition, mobile terminal 500 includes some unshowned functional modules, details are not described herein.
Preferably, the embodiment of the present invention also provides a kind of mobile terminal, including processor 510, and memory 509 is stored in
On memory 509 and the computer program that can run on the processor 510, the computer program are executed by processor 510
Each process of the above-mentioned skin detecting method embodiment of Shi Shixian, and identical technical effect can be reached, to avoid repeating, here
It repeats no more.
The embodiment of the present invention also provides a kind of computer readable storage medium, and meter is stored on computer readable storage medium
Calculation machine program, the computer program realize each process of above-mentioned skin detecting method embodiment, and energy when being executed by processor
Reach identical technical effect, to avoid repeating, which is not described herein again.Wherein, the computer readable storage medium, such as only
Read memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, abbreviation
RAM), magnetic or disk etc..
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence " including one ... ", it is not excluded that including
There is also other identical elements in the process, method of the element, article or device.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) execute method described in each embodiment of the present invention.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited to above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form belongs within protection of the invention.
Claims (13)
1. a kind of skin detecting method, applied to the mobile terminal for being configured with three-dimensional camera, which is characterized in that the method packet
It includes:
If receiving the detection instruction of user's transmission, face 3-D image is acquired using the three-dimensional camera；The face
3-D image includes face depth information and face color information；
Based on the face depth information and face color information in the face 3-D image, the skin shape of the user is determined
State information；
Show the skin condition information；The skin condition information is used to indicate the skin condition of the user.
2. the method according to claim 1, wherein the face depth based in the face 3-D image
Information and face color information, after the skin condition information for determining the user, the method also includes:
According to the skin condition information, the care regimen information to match with the skin condition information is searched；
Show the care regimen information.
3. according to the method described in claim 2, it is characterized in that, including and the skin condition in the care regimen information
The skincare product that information matches buys link；
Correspondingly, after the display care regimen information, the method also includes:
If receiving the user to the clicking operation of skincare product purchase link, the purchase of the skincare product is jumped to
Buy interface.
4. the method according to claim 1, wherein the face depth based in the face 3-D image
Information and face color information, after the skin condition information for determining the user, the method also includes:
The skin condition information of the user is stored to default memory block；
If receiving change of skin analysis instruction, stored according in the change of skin analysis instruction and the default memory block
Skin condition information analysis described in user skin condition change information；
Show the skin condition change information.
5. the method according to claim 1, wherein the skin condition information include the face skin it is thick
Rugosity value, skin depth of lines value, skin tone value, skin-tightening angle value and skin totality score value；Correspondingly, described based on described
Face depth information and face color information in face 3-D image, determine the skin condition information of the user, comprising:
Based on the face depth information in the face 3-D image, each pre-set skin area in the face 3-D image is extracted
The skin characteristic in domain；
Based on the skin characteristic in each pre-set skin region, pachylosis angle value, the skin in each pre-set skin region are determined
Skin depth of lines value and skin-tightening angle value；
According to pachylosis angle value, skin depth of lines value and the skin-tightening angle value in each pre-set skin region, meter
Calculate the pachylosis angle value, skin depth of lines value and skin-tightening angle value of the face；
Based on the face color information in the face 3-D image, the colour of skin of face and pre- is determined in the face 3-D image
If the benchmark colour of skin variance data, and determine based on the variance data skin tone value of the face；
The colour of skin of pachylosis angle value, skin depth of lines value, skin-tightening angle value and the face based on the face
Value, determines the skin totality score value.
6. according to the method described in claim 5, it is characterized in that, the face depth based in the face 3-D image
Information and face color information, after the skin condition information for determining the user, the method also includes:
It is greater than the pre-set skin region of default roughness threshold value in pachylosis angle value and/or skin depth of lines value is greater than in advance
If the pre-set skin region of depth of lines threshold value and/or skin-tightening angle value are greater than the pre-set skin area for presetting compact degree threshold value
Domain, display reminding information；
If receiving the user to the predetermined registration operation of the prompt information, amplify pre- indicated by the display prompt information
If skin area.
7. a kind of mobile terminal, which is characterized in that the mobile terminal includes:
Acquisition module, it is three-dimensional using three-dimensional camera acquisition face if the detection instruction for receiving user's transmission
Image；The face 3-D image includes face depth information and face color information；
Determining module, for determining institute based on the face depth information and face color information in the face 3-D image
State the skin condition information of user；
First display module, for showing the skin condition information；The skin condition information is used to indicate the user's
Skin condition.
8. mobile terminal according to claim 7, which is characterized in that the mobile terminal further include:
Searching module, for searching the care regimen to match with the skin condition information according to the skin condition information
Information；
Second display module, for showing the care regimen information.
9. mobile terminal according to claim 7, which is characterized in that include and the skin in the care regimen information
The skincare product that status information matches buys link；
Correspondingly, the mobile terminal further include:
Module is turned, if jumping to institute for receiving the user to the clicking operation of skincare product purchase link
State the purchase interface of skincare product.
10. mobile terminal according to claim 7, which is characterized in that the mobile terminal further include:
Memory module, for storing the skin condition information of the user to default memory block；
Analysis module, if for receiving change of skin analysis instruction, according to the change of skin analysis instruction and described pre-
If the skin condition change information of user described in the skin condition information analysis stored in memory block；
Third display module, for showing the skin condition change information.
11. mobile terminal according to claim 7, which is characterized in that the skin condition information includes the face
Pachylosis angle value, skin depth of lines value, skin tone value, skin-tightening angle value and skin totality score value；Correspondingly, described true
Cover half block, is used for:
Based on the face depth information in the face 3-D image, each pre-set skin area in the face 3-D image is extracted
The skin characteristic in domain；
Based on the skin characteristic in each pre-set skin region, pachylosis angle value, the skin in each pre-set skin region are determined
Skin depth of lines value and skin-tightening angle value；
According to pachylosis angle value, skin depth of lines value and the skin-tightening angle value in each pre-set skin region, meter
Calculate the pachylosis angle value, skin depth of lines value and skin-tightening angle value of the face；
Based on the face color information in the face 3-D image, the colour of skin of face and pre- is determined in the face 3-D image
If the benchmark colour of skin variance data, and determine based on the variance data skin tone value of the face；
The colour of skin of pachylosis angle value, skin depth of lines value, skin-tightening angle value and the face based on the face
Value, determines the skin totality score value.
12. mobile terminal according to claim 11, which is characterized in that the mobile terminal further include:
4th display module, for being greater than pre-set skin region and/or the skin of default roughness threshold value in pachylosis angle value
Depth of lines value is greater than greater than the pre-set skin region of default depth of lines threshold value and/or skin-tightening angle value presets compact degree
The pre-set skin region of threshold value, display reminding information；
5th display module, if amplifying described in display for receiving the user to the predetermined registration operation of the prompt information
Pre-set skin region indicated by prompt information.
13. a kind of mobile terminal, which is characterized in that including processor, memory and be stored on the memory and can be in institute
The computer program run on processor is stated, such as claim 1 to 6 is realized when the computer program is executed by the processor
Any one of described in skin detecting method the step of.
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Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110533651A (en) * | 2019-08-29 | 2019-12-03 | 维沃移动通信有限公司 | A kind of image processing method and device |
| CN110751666A (en) * | 2019-11-30 | 2020-02-04 | 上海澄镜科技有限公司 | System device equipped on intelligent beauty mirror for skin detection and modeling |
| CN111028214A (en) * | 2019-12-05 | 2020-04-17 | 北京美医医学技术研究院有限公司 | Skin detection device based on cloud platform |
| CN111127451A (en) * | 2019-12-27 | 2020-05-08 | 宇龙计算机通信科技(深圳)有限公司 | Skin state identification method and device, storage medium and terminal |
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| CN112107296A (en) * | 2020-09-10 | 2020-12-22 | 深圳安道客网络科技有限公司 | Skin information detection system and detection method |
| CN112396573A (en) * | 2019-07-30 | 2021-02-23 | 纵横在线(广州)网络科技有限公司 | Facial skin analysis method and system based on image recognition |
| CN112767334A (en) * | 2021-01-08 | 2021-05-07 | 南京中兴力维软件有限公司 | Skin problem detection method, device, equipment and medium |
| WO2021218729A1 (en) * | 2020-04-26 | 2021-11-04 | 华为技术有限公司 | Method for displaying skin details in augmented reality mode, and electronic device |
| WO2021244174A1 (en) * | 2020-06-05 | 2021-12-09 | 华为技术有限公司 | Skin detection method and device |
Citations (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060092315A1 (en) * | 2004-10-29 | 2006-05-04 | Johnson & Johnson Consumer Companies, Inc. | Skin Imaging system with probe |
| JP2009003842A (en) * | 2007-06-25 | 2009-01-08 | Noritsu Koki Co Ltd | Image processor and image processing method |
| CN101918981A (en) * | 2008-01-21 | 2010-12-15 | 日本电气株式会社 | Pattern matching system, pattern matching method, and program for pattern matching |
| US20120172685A1 (en) * | 2011-01-04 | 2012-07-05 | Ergylink | System for analysing the skin and associated method |
| CN103590235A (en) * | 2013-11-08 | 2014-02-19 | 武汉纺织大学 | Anti-ultraviolet method for cotton fibers |
| US20140177955A1 (en) * | 2012-12-21 | 2014-06-26 | Sadagopan Srinivasan | System and method for adaptive skin tone detection |
| CN104586362A (en) * | 2015-01-08 | 2015-05-06 | 中国科学院自动化研究所 | Mobile internet terminal-oriented skin or hair detection and care system |
| CN204971218U (en) * | 2015-08-07 | 2016-01-20 | 深圳可思美科技有限公司 | Hand -held type optics high definition high power intelligence skin test analysis appearance and system thereof |
| CN105455522A (en) * | 2015-11-30 | 2016-04-06 | 深圳市欧蒙设计有限公司 | Intelligent cosmetic mirror |
| CN106331513A (en) * | 2016-09-06 | 2017-01-11 | 深圳美立知科技有限公司 | Method and system for acquiring high-quality skin image |
| CN106407645A (en) * | 2016-08-08 | 2017-02-15 | 北京工商大学 | Principal component analysis method-based facial skin state evaluation method |
| US20170069052A1 (en) * | 2015-09-04 | 2017-03-09 | Qiang Li | Systems and Methods of 3D Scanning and Robotic Application of Cosmetics to Human |
| CN106937054A (en) * | 2017-03-30 | 2017-07-07 | 维沃移动通信有限公司 | Take pictures weakening method and the mobile terminal of a kind of mobile terminal |
| CN107145776A (en) * | 2017-04-27 | 2017-09-08 | 维沃移动通信有限公司 | A kind of method for secret protection and mobile terminal |
| CN107862663A (en) * | 2017-11-09 | 2018-03-30 | 广东欧珀移动通信有限公司 | Image processing method, device, readable storage medium storing program for executing and computer equipment |
| CN107948499A (en) * | 2017-10-31 | 2018-04-20 | 维沃移动通信有限公司 | A kind of image capturing method and mobile terminal |
| CN108154142A (en) * | 2018-01-29 | 2018-06-12 | 杭州美界科技有限公司 | A kind of wrinkle of skin appraisal procedure and system based on speech recognition |
| CN108198043A (en) * | 2018-01-29 | 2018-06-22 | 杭州美界科技有限公司 | A kind of facial skin care product recommended based on user recommend method |
| CN108304708A (en) * | 2018-01-31 | 2018-07-20 | 广东欧珀移动通信有限公司 | Mobile terminal, face unlocking method and related product |
| CN108334589A (en) * | 2018-01-29 | 2018-07-27 | 杭州美界科技有限公司 | A kind of facial skin care product recommendation method |
| CN108364207A (en) * | 2018-01-29 | 2018-08-03 | 杭州美界科技有限公司 | A kind of facial skin care product and skin care proposal recommending method |
| CN108363964A (en) * | 2018-01-29 | 2018-08-03 | 杭州美界科技有限公司 | A kind of pretreated wrinkle of skin appraisal procedure and system |
| CN108399364A (en) * | 2018-01-29 | 2018-08-14 | 杭州美界科技有限公司 | A kind of face state appraisal procedure of major-minor camera setting |
-
2018
- 2018-09-12 CN CN201811063193.XA patent/CN109381165B/en active Active
Patent Citations (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060092315A1 (en) * | 2004-10-29 | 2006-05-04 | Johnson & Johnson Consumer Companies, Inc. | Skin Imaging system with probe |
| JP2009003842A (en) * | 2007-06-25 | 2009-01-08 | Noritsu Koki Co Ltd | Image processor and image processing method |
| CN101918981A (en) * | 2008-01-21 | 2010-12-15 | 日本电气株式会社 | Pattern matching system, pattern matching method, and program for pattern matching |
| US20120172685A1 (en) * | 2011-01-04 | 2012-07-05 | Ergylink | System for analysing the skin and associated method |
| US20140177955A1 (en) * | 2012-12-21 | 2014-06-26 | Sadagopan Srinivasan | System and method for adaptive skin tone detection |
| CN103590235A (en) * | 2013-11-08 | 2014-02-19 | 武汉纺织大学 | Anti-ultraviolet method for cotton fibers |
| CN104586362A (en) * | 2015-01-08 | 2015-05-06 | 中国科学院自动化研究所 | Mobile internet terminal-oriented skin or hair detection and care system |
| CN204971218U (en) * | 2015-08-07 | 2016-01-20 | 深圳可思美科技有限公司 | Hand -held type optics high definition high power intelligence skin test analysis appearance and system thereof |
| US20170069052A1 (en) * | 2015-09-04 | 2017-03-09 | Qiang Li | Systems and Methods of 3D Scanning and Robotic Application of Cosmetics to Human |
| CN105455522A (en) * | 2015-11-30 | 2016-04-06 | 深圳市欧蒙设计有限公司 | Intelligent cosmetic mirror |
| CN106407645A (en) * | 2016-08-08 | 2017-02-15 | 北京工商大学 | Principal component analysis method-based facial skin state evaluation method |
| CN106331513A (en) * | 2016-09-06 | 2017-01-11 | 深圳美立知科技有限公司 | Method and system for acquiring high-quality skin image |
| CN106937054A (en) * | 2017-03-30 | 2017-07-07 | 维沃移动通信有限公司 | Take pictures weakening method and the mobile terminal of a kind of mobile terminal |
| CN107145776A (en) * | 2017-04-27 | 2017-09-08 | 维沃移动通信有限公司 | A kind of method for secret protection and mobile terminal |
| CN107948499A (en) * | 2017-10-31 | 2018-04-20 | 维沃移动通信有限公司 | A kind of image capturing method and mobile terminal |
| CN107862663A (en) * | 2017-11-09 | 2018-03-30 | 广东欧珀移动通信有限公司 | Image processing method, device, readable storage medium storing program for executing and computer equipment |
| CN108154142A (en) * | 2018-01-29 | 2018-06-12 | 杭州美界科技有限公司 | A kind of wrinkle of skin appraisal procedure and system based on speech recognition |
| CN108198043A (en) * | 2018-01-29 | 2018-06-22 | 杭州美界科技有限公司 | A kind of facial skin care product recommended based on user recommend method |
| CN108334589A (en) * | 2018-01-29 | 2018-07-27 | 杭州美界科技有限公司 | A kind of facial skin care product recommendation method |
| CN108364207A (en) * | 2018-01-29 | 2018-08-03 | 杭州美界科技有限公司 | A kind of facial skin care product and skin care proposal recommending method |
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