CN104063464B - Skin care scheme generation method and skin care scheme generation device - Google Patents
Skin care scheme generation method and skin care scheme generation device Download PDFInfo
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- CN104063464B CN104063464B CN201410299142.2A CN201410299142A CN104063464B CN 104063464 B CN104063464 B CN 104063464B CN 201410299142 A CN201410299142 A CN 201410299142A CN 104063464 B CN104063464 B CN 104063464B
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- skin
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/43—Querying
- G06F16/432—Query formulation
- G06F16/434—Query formulation using image data, e.g. images, photos, pictures taken by a user
Abstract
The invention discloses a skin care scheme generation method, which mainly includes the following steps: a plurality of skin images and skin quality-related factors of a user group within a period of time are acquired, and the skin images are processed in order to generate skin information; the skin information and the skin quality-related factors are stored in a server in order to create a user information library; the skin image of an individual user with a skin problem is acquired, and the skin image is processed in order to generate skin information; the information of one or more users with a finally solved skin problem same as or similar to the skin problem of the individual user is queried in the user information library, and the skin quality-related factors of the users are obtained; after the obtained skin quality-related factors are integrated, a skin care scheme is generated. The invention also discloses a skin care scheme generation device. The skin care scheme generation method and device have the advantage that because skin care schemes can be generated according to the actual conditions of individual users, the skin care schemes can fit the actual conditions of the different individual users to the max.
Description
Technical field
The present invention relates to skin health management domain, more particularly to skin care scheme generation method and device.
Background technology
With expanding economy, the common people all the more pay attention to for the health status of itself.And skin is used as the maximum device of human body
Official, particularly facial skin are again the most significant features of human body, are paid close attention to by more and more common people.
The tinkling of jades skin care item for meeting the eye on every side are there are on Vehicles Collected from Market, how most suitable shield is selected according to the skin quality of oneself
Skin product have turned into needs the common people to expend the problem that energy goes to investigate.In addition, being also flooded with various shields on media and network
Skin information, the behind of these skin care information also under cover interest relations of each skin care item businessman so that these information it is credible
Degree is had a greatly reduced quality.How to be best suitable for certainly so as to filter out as reference using certain standard in these numerous and disorderly products and information
Oneself a set of skin care scheme solves the skin problem of itself, and this is into the problem in current common people's daily life.
The content of the invention
The technical problems to be solved by the invention are directed to the skin that prior art is difficult to easily formulate suitable Different Individual
The problem of skin maintenance plan, there is provided the generation method and device of a kind of skin care scheme, can by specific skin quality compare from
And make the skin care scheme for meeting Different Individual.
In order to solve the above-mentioned technical problem, the technical solution adopted by the present invention is：A kind of generation side of skin care scheme
Method, including step：
Obtain multiple skin images and skin quality correlative factor within a period of time of group of subscribers, and by skin image denoising
Skin information is generated after ripple, two-value；
Skin information and skin quality correlative factor are stored in server and set up user information database；
Any one has the skin image of the individual consumer of skin problem in acquisition group of subscribers, by the skin image
Skin information is generated after denoising ripple, two-value；
Searched from user information database has same or analogous skin problem but finally solves this with the individual consumer
The skin quality correlative factor of one or more users of skin problem；
Integrate the individual customer backward by the skin quality correlative factor of acquisition to be pushed；
If the individual consumer solves the skin problem over time, the actual skin quality of the individual consumer is obtained
Correlative factor；
Judge whether are the actual skin quality correlative factor of the individual consumer and the above-mentioned content pushed to the individual customer
Have unanimously or at least and partially overlap；
If so, then that these are consistent or at least there is the skin quality correlative factor that partially overlaps to be set up with above-mentioned skin problem
Association generation skin care scheme；
If it is not, then actual skin quality correlative factor is asked together with the content pushed to the individual customer with above-mentioned skin
Topic sets up association generation skin care scheme；
Directly the skin care scheme is pushed to other individual consumers with the skin problem.
Another technical solution used in the present invention is：A kind of generating means of skin care scheme, including：
Data obtaining module, for obtain multiple skin images of group of subscribers within a period of time it is related to skin quality because
Element, and skin information will be generated after skin image denoising ripple, two-value；
Information bank sets up module, and user profile is set up for skin information and skin quality correlative factor to be stored in server
Storehouse；
Problem acquisition module, the skin figure for obtaining in group of subscribers any one individual consumer with skin problem
Picture, will generate skin information after the skin image denoising ripple, two-value；
Information inquiry module, with the individual consumer there is same or analogous skin to ask for being searched from user information database
Topic but finally solve the skin problem one or more users skin quality correlative factor；
First pushing module, is pushed away for integrate the individual customer backward by the skin quality correlative factor of acquisition
Send；
Feedback module, for solving the skin problem over time as the individual consumer, obtains individuality use
The actual skin quality correlative factor at family；
Judge module, the actual skin quality correlative factor for judging the individual consumer is pushed away with above-mentioned to the individual customer
Whether the content sent is consistent or at least has and partially overlaps；
First scheme generation module, it is these are consistent or at least there is portion for when judge module is judged to "Yes"
Divide the skin quality correlative factor for overlapping to be set up with above-mentioned skin problem and associate generation skin care scheme；
Alternative plan generation module, for when judge module is judged to "No", by actual skin quality correlative factor and to this
The content that individual customer is pushed is set up with above-mentioned skin problem associate generation skin care scheme together；
Second pushing module, for the individual consumer that the skin care scheme is directly had the skin problem to other
Pushed.
The beneficial effects of the present invention are：People of the actual conditions inquiry with identical or approximate situation according to individual consumer
Group solves the skin quality correlative factor of its skin problem, generates skin care scheme, and this ensures that the program can be at utmost
The actual state of upper laminating Different Individual user improves or thoroughly solves the skin of user so as to reach optimal maintenance effect
Skin problem.
Brief description of the drawings
Fig. 1 is the flow chart of the generation method of the skin care scheme of inventive embodiments；
Fig. 2 is the structured flowchart of the generating means of the skin care scheme of inventive embodiments.
Main element symbol description：
100th, generating means；10th, including data obtaining module；20th, information bank sets up module；30th, problem acquisition module；
40th, information inquiry module；50th, the first pushing module；60th, feedback module；70th, judge module；71st, first scheme generation module；
72nd, alternative plan generation module；80th, the second pushing module.
Specific embodiment
To describe technology contents of the invention, structural feature, the objects and the effects in detail, below in conjunction with implementation method
And coordinate accompanying drawing to be explained in detail.
The design of most critical of the present invention is：Using the most intuitively skin quality contrasts the sample on a large scale in user information database
In find the crowd with same case, and obtain the method that the crowd improves skin problem, can generate each individuality and use
The skin care scheme of the concrete condition at family, so as to help user's improvement or thoroughly solve skin problem.
Refer to the generation method of the skin care scheme of the first embodiment of the invention of Fig. 1, including step：
S1, multiple skin images and skin quality correlative factor within a period of time of group of subscribers are obtained, and by skin image
Skin information is generated after denoising ripple, two-value；
S2, skin information and skin quality correlative factor are stored in server and set up user information database；
Any one has the skin image of the individual consumer of skin problem in S3, acquisition group of subscribers, by the skin
Skin information is generated after image denoising ripple, two-value；
S4, search from user information database with the individual consumer and there is same or analogous skin problem but final solve
The skin quality correlative factor of one or more users of the skin problem；
S5, the skin quality correlative factor of acquisition integrate the backward individual customer pushed；
If S6, the individual consumer solve the skin problem over time, the reality of the individual consumer is obtained
Skin quality correlative factor；
S7, actual skin quality correlative factor and the above-mentioned content pushed to the individual customer for judging the individual consumer are
It is no consistent or at least have and partially overlap；
S71, if so, then that these are consistent or at least there is the skin quality correlative factor that partially overlaps and above-mentioned skin problem
Set up association generation skin care scheme；
S72, if it is not, then by actual skin quality correlative factor together with the content pushed to the individual customer with above-mentioned skin
Skin problem sets up association generation skin care scheme；
S8, directly by the skin care scheme to other have the skin problem individual consumers pushed.
Knowable to foregoing description, the beneficial effect of present embodiment is：Actual conditions inquiry tool according to individual consumer
The crowd for having identical or approximate situation solves the skin quality correlative factor of its skin problem, generates skin care scheme, and this just can
Ensure the program can fit to the full extent Different Individual user actual state so as to reach optimal maintenance effect, Jin Ergai
Skin problem that is kind or thoroughly solving user.
Present embodiment not presetting database in actual applications, the foundation of user information database places one's entire reliance upon colony's use
The real data at family.Therefore, the process for entering step S2 and S3 from step S1 is in actual applications " data acquisition " process, should
Process focuses on the data for obtaining group of subscribers, it is impossible to which the individual consumer that giving each has skin problem provides skin care
Scheme, because the parameter of user information database is also not enough to all common skin problems of covering in the stage.Therefore, this embodiment party
Formula can improve constantly the accuracy and validity of the skin care scheme of generation, colony with increasingly expanding for user information database
User is abundanter with the record of skin quality correlative factor for skin information, obtains accurate when each individual consumer encounters problems in the future
The chance of true and effective skin care scheme is bigger, and present embodiment provides a kind of information exchange pattern of mutual benefit.
Further, skin information described in first embodiment includes the type of skin problem and with skin problem
Facial zone.
For example, after user a shoots the photo of the lower face of oneself, denoising ripple, two-value are carried out to the photo by computer
After be converted to clearly skin image, region of the mark with skin problem in the skin image, and the area skin deposits
Problem, so as to generate skin information.By such treatment, when user profile inquiry is carried out, first by user profile
The skin information of each user in storehouse is compared with the skin information of user a, and obtain has identical skin information first
User, further the skin image of these users is compared with the image of user a, so as to filter out skin conditions with
The immediate users of user a, finally filter out the user for having solved skin problem again from these users.
Further, skin quality correlative factor described in first embodiment includes daily schedule, the daily intake of user
Food species, skin care item model, therapeutic modality and treatment one or more of place.Because skin conditions are identical or near
Seemingly, other users solve skin problem by above-mentioned which kind of skin quality correlative factor, are with high finger for individual consumer
Lead value.
For example, after the user that there is identical skin problem and the problem is solved with user b is checked in, if these users
Skin quality correlative factor includes skin care item model, then advise that user b uses the skin care item in the skin care scheme of user b；
Or the skin quality correlative factor of these users includes therapeutic modality, then advise that user b is also adopted in the skin care scheme of user b
The therapeutic modality is taken, and the treatment place of the therapeutic modality can be provided by Internal retrieval to user b recommendations.
Further, the information searching for carrying out user in first embodiment in user information database is calculated using collaborative filtering
Method.Wherein, calculate user between and the similarity algorithm between article or task have：Euclidean distance, Pearson correlation coefficient,
Cosine similarities, Tanimoto coefficients.And in collaborative filtering, there is two kinds of main stream approach, the collaborative filtering based on user and
Collaborative filtering based on article, this programme is to be combined both modes.
The generating means 100 of the skin care scheme of the second embodiment of the present invention of Fig. 2 are referred to, including information is obtained
Modulus block 10, information bank sets up module 20, problem acquisition module 30, information inquiry module 40, the first pushing module 50, feedback mould
Block 60, judge module 70, first scheme generation module 71, the pushing module 80 of alternative plan generation module 72 and second.
Described information acquisition module 10 is used to obtain multiple skin images and skin quality phase of group of subscribers within a period of time
Pass factor, and skin information will be generated after skin image denoising ripple, two-value.
Described information storehouse is set up module 20 and is used for skin information and skin quality correlative factor to be stored in be set up in server
Family information bank.
Described problem acquisition module 30 is used to obtain in group of subscribers any one individual consumer's with skin problem
Skin image, will generate skin information after the skin image denoising ripple, two-value.
Described information enquiry module 40 has same or analogous for the lookup from user information database with the individual consumer
Skin problem but finally solve the skin problem one or more users skin quality correlative factor.
First pushing module 50 enters for integrate the individual customer backward by the skin quality correlative factor of acquisition
Row is pushed.
The feedback module 60 is used to solve the skin problem over time as the individual consumer, obtains this
The actual skin quality correlative factor of body user.
The judge module 70 is used to judge the actual skin quality correlative factor of the individual consumer with above-mentioned to the individual customer
Whether the content for being pushed is consistent or at least has and partially overlaps.
The first scheme generation module 71 is used for when judge module 70 is judged to "Yes", and these are consistent or at least
Set up with the skin quality correlative factor for partially overlapping and above-mentioned skin problem and associate generation skin care scheme.
The alternative plan generation module 72 is used for when judge module 70 is judged to "No", by actual skin quality correlative factor
Set up with above-mentioned skin problem together with the content pushed to the individual customer and associate generation skin care scheme.
Second pushing module 80 is used for that skin care scheme directly to be had into the individual of the skin problem to other
Body user pushed.
The generating means of above-mentioned skin care scheme can have identical or approximate according to the inquiry of the actual conditions of individual consumer
The crowd of situation solves the skin quality correlative factor of its skin problem, generates skin care scheme, and this ensures that the program can
The actual state of laminating Different Individual user is so as to reach optimal maintenance effect to the full extent, and then improves or thoroughly solve
The skin problem of user.
Further, data obtaining module 10 described in second embodiment and problem acquisition module 30 include that shooting is single
Unit, the image unit is used to shoot the skin of user.
Specifically, image unit can be the special shooting product such as digital camera, or mobile phone, panel computer or
The camera carried on notebook computer, can also be the external camera on desktop computer.
Further, information inquiry module 40 described in second embodiment includes algorithm unit, and the algorithm unit exists
The information searching that user is carried out in user information database uses collaborative filtering.
Further, scheme receiver module is also included in second embodiment, scheme receiver module is supported for receiving skin
Shield scheme.
Specifically, the scheme receiver module includes mobile device, so can not only allow user to be received in the very first time
To the skin care scheme of oneself, user can be also facilitated to check the scheme of oneself at any time.For example, when user buys skin care in shop
During product, it is possible to the skin care item model recommended in the skin care scheme of present apparatus generation is checked on the mobile device of oneself.
In specifically used, data obtaining module 10 can be encapsulated as an application program, and the application program is mountable to desk-top
Or in notebook computer, and including in the various mobile devices including panel computer, smart mobile phone, such data obtaining module
10 can integrate using the hardware resource of the said equipment.User can be preserved oneself in the application program and be shot by image unit
Under skin image, while be input into skin quality correlative factor preserved, application program to after skin image denoising ripple, two-value generate
Skin information, skin information and skin quality correlative factor are sent by network and are stored in user information database into server.
In another embodiment, the data obtaining module 10, problem of the generating means 100 of skin care scheme obtains mould
Block 30, feedback module 60 and scheme receiver module are located at user terminal, and the user terminal includes the desk-top or notebook computer of user, with
And including various mobile devices including panel computer, smart mobile phone；Information bank sets up module 20, information inquiry module 40, first
Pushing module 50, judge module 70, first scheme generation module 71, the pushing module 80 of alternative plan generation module 72 and second are then
Positioned at server end.
Summary method and apparatus, are illustrated using a specific example below：
User c, d, e, f, g, h, i, j record its skin by the present invention for a long time, and are packaged in hand by the present invention
Application program in machine client sends the skin image and skin quality correlative factor of oneself to server daily；In one-year age
Interior, in addition to j, there is multiple skin problem in other users, but all solve problem after a period of time has passed；User
J also occurs in that skin problem after one year, and information inquiry module is by discovery, skin information and c, d, g phase of user j after inquiry
Seemingly, and further contrast checks in user c and the skin image of user g is closest with the skin image of user j, then scheme life
Pushed to user j by cell-phone customer terminal after being integrated according to the skin quality correlative factor of user c and user g into module；
Through after a period of time, the skin problem of j is obtained improving and recovers normal, now feedback module obtains the actual skin quality correlation of j
Factor, judge module is carried out to the actual skin quality correlative factor skin quality correlative factor from c and g that forward direction j is pushed therewith
Contrast and judged, so as to obtain the skin care scheme first with the skin problem direct correlation of j；Afterwards, if new user k
Also generate with this identical skin problem, then it can without searching again for whole user information database, and can be directly will to service it
Skin care scheme first is pushed to k, and repeats the above steps to improve the skin care scheme first.
In sum, the generation method and device of the skin care scheme that the present invention is provided can be according to the reality of individual consumer
There is status inquiry the crowd of identical or approximate situation to solve the skin quality correlative factor of its skin problem, generate skin care side
Case, this ensure that the program can fit to the full extent Different Individual user actual state so as to reach optimal maintenance
Effect, and then improve or thoroughly solve the skin problem of user, and skin care scheme can be carried out by mobile client
Receive, facilitate user to check at any time.
Embodiments of the invention are the foregoing is only, the scope of the claims of the invention is not thereby limited, it is every to utilize this hair
Equivalent structure or equivalent flow conversion that bright specification and accompanying drawing content are made, or directly or indirectly it is used in other related skills
Art field, is included within the scope of the present invention.
Claims (8)
1. a kind of generation method of skin care scheme, it is characterised in that including step：
Obtain multiple skin images and skin quality correlative factor within a period of time of group of subscribers, and by skin image denoising ripple,
Skin information is generated after two-value；
Skin information and skin quality correlative factor are stored in server and set up user information database；
Any one has the skin image of the individual consumer of skin problem in acquisition group of subscribers, by the skin image denoising
Skin information is generated after ripple, two-value；
Searched from user information database has same or analogous skin problem but finally solves the skin with the individual consumer
The skin quality correlative factor of one or more users of problem；Specially：The skin of each user in user information database is believed
Breath is compared with the skin information of the individual consumer, and acquisition has the user of similar skin information to the individual consumer,
The skin image of the user with similar skin information and the image of the individual consumer are compared again, selects skin
Image and the immediate user of the skin image of the individual consumer, finally choose the skin of skin image and the individual consumer
The skin quality correlative factor of the immediate user of image；
Integrate the individual customer backward by the skin quality correlative factor of acquisition to be pushed；
If the individual consumer solves the skin problem over time, the actual skin quality for obtaining the individual consumer is related
Factor；
Judge whether the actual skin quality correlative factor of the individual consumer is consistent with the above-mentioned content pushed to the individual customer
Or at least have partially overlap；
If so, then that these are consistent or at least there is the skin quality correlative factor that partially overlaps to be set up with above-mentioned skin problem associate
Generation skin care scheme；
If it is not, then actual skin quality correlative factor is built together with the content pushed to the individual customer with above-mentioned skin problem
Vertical association generation skin care scheme；
Directly the skin care scheme is pushed to other individual consumers with the skin problem.
2. the generation method of skin care scheme according to claim 1, it is characterised in that the skin information includes skin
The type of skin problem and the facial zone with skin problem.
3. the generation method of skin care scheme according to claim 1, it is characterised in that the skin quality correlative factor bag
Include one of the daily schedule of user, the food species of daily intake, skin care item model, therapeutic modality and treatment place or
Many persons.
4. the generation method of skin care scheme according to claim 1, it is characterised in that carried out in user information database
The information searching of user uses collaborative filtering.
5. a kind of generating means of skin care scheme, it is characterised in that including：
Data obtaining module, for obtaining multiple skin images and skin quality correlative factor of group of subscribers within a period of time, and
Skin information will be generated after skin image denoising ripple, two-value；
Information bank sets up module, and user information database is set up for skin information and skin quality correlative factor to be stored in server；
Problem acquisition module, the skin image for obtaining in group of subscribers any one individual consumer with skin problem,
Skin information will be generated after the skin image denoising ripple, two-value；
Information inquiry module, for from user information database search with the individual consumer have same or analogous skin problem,
But finally solve the skin quality correlative factor of one or more users of the skin problem；Specially：By in user information database
The skin information of each user is compared with the skin information of the individual consumer, and acquisition has phase with the individual consumer
Like the user of skin information, then by the image of the skin image of the user with similar skin information and the individual consumer
Compare, select skin image and the immediate user of the skin image of the individual consumer, finally choose skin image with
The skin quality correlative factor of the immediate user of skin image of the individual consumer；
First pushing module, is pushed for integrate the individual customer backward by the skin quality correlative factor of acquisition；
Feedback module, for solving the skin problem over time as the individual consumer, obtains the individual consumer's
Actual skin quality correlative factor；
Judge module, for judging that the actual skin quality correlative factor of the individual consumer is pushed with above-mentioned to the individual customer
Whether content is consistent or at least has and partially overlaps；
First scheme generation module, it is for when judge module is judged to "Yes", these are consistent or heavy at least with part
The skin quality correlative factor of conjunction is set up with above-mentioned skin problem and associates generation skin care scheme；
Alternative plan generation module, for when judge module is judged to "No", by actual skin quality correlative factor and to the individuality
The content that client is pushed is set up with above-mentioned skin problem associate generation skin care scheme together；
Second pushing module, for directly carrying out the skin care scheme to other individual consumers with the skin problem
Push.
6. generating means of skin care scheme according to claim 5, it is characterised in that described information acquisition module and
Problem acquisition module includes image unit, and the image unit is used to shoot the skin of user.
7. generating means of skin care scheme according to claim 5, it is characterised in that described information enquiry module bag
Algorithm unit is included, the information searching that the algorithm unit carries out user in user information database uses collaborative filtering.
8. generating means of skin care scheme according to claim 5, it is characterised in that also receive mould including scheme
Block, for receiving skin care scheme, the scheme receiver module includes mobile device.
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| EP3692896A1 (en) | 2014-11-04 | 2020-08-12 | Samsung Electronics Co., Ltd. | Electronic device, and method for analyzing face information in electronic device |
| CN106295615A (en) * | 2016-08-23 | 2017-01-04 | 姜汇洋 | Skin detection based on mobile interchange terminal and auxiliary maintenance system |
| CN107898107A (en) * | 2017-11-17 | 2018-04-13 | 张伟 | Beauty provides system and method for work |
| 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 |
| CN109744701A (en) * | 2018-02-09 | 2019-05-14 | 深圳市洋沃电子有限公司 | A kind of depilation system, depilation cloud system and depilating method |
| CN111354460B (en) * | 2020-02-28 | 2023-09-19 | 维沃移动通信有限公司 | Information output method, electronic equipment and medium |
| CN117076958A (en) * | 2023-10-17 | 2023-11-17 | 湖南半岛医疗科技有限公司 | Treatment parameter recommendation system |
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| US20100136508A1 (en) * | 2008-10-23 | 2010-06-03 | Damir Zekhtser | Meal Plan Management |
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| CN101083940A (en) * | 2004-10-22 | 2007-12-05 | 株式会社资生堂 | Skin condition diagnostic system and beauty counseling system |
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