CN1795812A - Skin analysis method - Google Patents
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- CN1795812A CN1795812A CN 200410081745 CN200410081745A CN1795812A CN 1795812 A CN1795812 A CN 1795812A CN 200410081745 CN200410081745 CN 200410081745 CN 200410081745 A CN200410081745 A CN 200410081745A CN 1795812 A CN1795812 A CN 1795812A
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Abstract
A skin analyzing method includes analyzing skin according to auscultation and olfaction, analyzing skin on the basis of the copied skin specimen made by rubbings, analyzing the internal information about cutin by examine method, analyzing the information about melanin by melanin examine method, analyzing the skin color according to the skin color card, and classifying according to the resultants of above-said analysis.
Description
Technical field
The present invention relates to skin analysis method, especially relevant with the skin analysis method that uses in the cosmetics sales system.
Background technology
People's skin originally will be along with the age, health status, body constitution, changes of seasons and change have only immediately according to the illness that produces on skin and the skin, accurately judge skin, and select cosmetics and care method in view of the above, just might obtain optimum state.
For specific client selects to provide under the situation of cosmetics, select cosmetics by client's subjective judgment and cosmetics sales personnel's subjective imagination mostly for many years, very difficult assurance can both provide the product that adapts to its skin most for client at every turn.Just because of this, present present situation be client constantly the conversion cosmetics seek the cosmetics that are fit to oneself throughout one's life.With the exception of this, for many years client's skin is judged that only being divided into four or five kinds at most judges, does not reflect client's skin characteristic fully.
In order to solve this type of problem, though it is existing by inquiry relevant skin of client and skin interrogation topic, and the method (with reference to Patent Document 1) of carrying out skin diagnosis support cosmetic according to its answer, and by analyzing the face image that camera is taken, with reference to the method (with reference to Patent Document 2) of knowledge data base support cosmetic, but also still do not claim comprehensively.In addition, though the report of the skin analysis system of the yet useful skin book of rubbings and horn cell sheet (with reference to Patent Document 3), its analytical method is very not concrete.
(Patent Document 1): the spy opens 2002～No. 269212 communiques (the 3rd～8 page, Fig. 1)
(Patent Document 2): the spy opens 2001～No. 104050 communiques (the 6th～9 page, Fig. 1)
(Patent Document 3): the spy opens 2002～No. 65616 communiques (the 5th～18 page, Figure 15)
As mentioned above, as for the selection that makes existing cosmetics has the skin analysis method that objectivity is carried out, though the report of with good grounds inquiring result and face image analysis aspect, only this does not also claim comprehensively, in addition, does not claim to have sufficient objectivity yet.
Summary of the invention
The object of the present invention is to provide a kind of by addressing the above problem objective as far as possible and accurately judge the analytical method of client's skin.
To achieve these goals, skin analysis method of the present invention, it is characterized in that: through obtain the skin analysis process of client's skin analysis data according to the various skin analytical method, based on the skin analysis data that obtain by this skin analysis process, client's skin be categorized as the categorizing process of polytype multiple class, according to the skin diagnostic procedure of the classification diagnosis client's who obtains in the above-mentioned categorizing process skin, carry out the skin analysis diagnosis.
Can realize judging the skin analysis method of skin qualification and situation from the various angles skin of not only simply but also accurately having classified like this according to this classification analysis.
Skin analysis method of the present invention is characterized in that: one of above-mentioned various skin analytical method comprises that answering with the inquiring of the relevant skin that client is carried out, skin matter, used care method is the diagnostic result of foundation.
Client's the skin that like this can detail knowledge comprises client's subjective judgment, situations such as skin matter and used care method, and everyone skin properties of can classifying objectively on this basis, the detailed suggestion of providing for each client to be fit to its individual's skin and the system of selection of cosmetics.
Skin analysis method of the present invention is characterized in that: one of above-mentioned various skin analytical method comprises by adopting has got the calligraphy or painting model (copy) that the convexo-concave usefulness of skin surface opens up mould agent (impression agent) delivery and has carried out the result of determination that graphical analysis draws opening up.
So promptly can texture, the trend of tension force, pore, wrinkle, to have or not the kind of illness and illness be clue exhaustive division skin, and on the basis of this classification, provide the detailed suggestion of suitable its individual's skin and the system of selection of cosmetics to each client.
Skin analysis method of the present invention is characterized in that: one of above-mentioned various skin analytical method comprises the cutin internal information data analysis that adopts the cutin inspection technique to judge the cutin internal component of obtaining from client's skin.
The cell shape of cutin inside that like this can be by checking skin and size, compound mode etc., the water content of recognizing cells and health status, skin properties to everyone is carried out objective classification, and provides the detailed suggestion of suitable its individual's skin and the system of selection of cosmetics to each client on this basis.
Skin analysis method of the present invention is characterized in that: one of above-mentioned various skin analytical method comprises the melanin information data analysis of adopting the melanin inspection technique to judge the pigment situation of skin.
The melanic health status of identification skins such as melanin content that like this can be by checking skin and distribution situation, and the detailed suggestion of providing on this basis each client to be fit to its individual's skin and the system of selection of cosmetics.
Skin analysis method of the present invention is characterized in that: one of above-mentioned various skin analytical method comprises with colour of skin card being the colour of skin decision data analysis of foundation.
Client's skin color be can pass through to analyze like this, and the detailed suggestion of suitable its individual's skin and the system of selection of cosmetics provided for each client on this basis.
Skin analysis method of the present invention is characterized in that: above-mentioned categorizing process adopt skin condition, skin matter, skin texture, cutis laxa degree, pore, wrinkle trend, have or not illness, health status, the cosmetics behaviour in service used at present etc. carries out based on the tree sort of classification method.
The skin that can carry out at an easy rate within a short period of time like this carrying out according to type is classified.
Above-mentioned categorizing process of the present invention is characterized in that: undertaken by the Flame Image Process that the melanin information data that will open up the cutin internal information data of having got the concavo-convex book of rubbings of skin surface, having obtained with the cutin inspection technique, obtain with the melanin inspection technique and the sample in the information database carry out pattern match.
Can adopt computer accurately to carry out the skin classification at short notice like this.
Description of drawings
Fig. 1 represents the skin analysis method that relates to of the present invention.
Among the skin analysis method of Fig. 2 presentation graphs 1, the content of the skin analysis that is undertaken by inquiring.
The illustration of the questionnaire that Fig. 3 uses when being woman's persona of the relevant end of inquiry and vanishing cream.
The illustration of the questionnaire that Fig. 4 uses when being the relevant skin health degree of inquiry.
Fig. 5 is the illustration that the balance of moisture and the fat constituent of the relevant skin of inquiry is advanced the questionnaire of use.
Fig. 6 is the illustration of the questionnaire that used during with present dermatopathy in the relevant past of inquiry.
The illustration of the questionnaire that Fig. 7 uses when being the relevant present health status of inquiry.
Fig. 8 is the classification chart of the poised state of the health status of skin and moisture sebum composition.
Fig. 9 adopts sample to form the illustration of the classification tree of skin criterion.
Figure 10 adopts the book of rubbings to form the illustration of the classification tree of skin criterion.
Figure 11 is an illustration of judging the skin judged result that obtains by the book of rubbings.
Figure 12 is the illustration of the skin judged result that obtains by the cutin analysis.
Figure 13 is the illustration of the skin judged result that obtains by the melanin analysis.
Figure 14 is the illustration of flow chart of the comprehensive judged result of expression skin.
The specific embodiment
Skin analysis method of the present invention is the information such as health status that obtain according to by inquiring, skin analysis result by the acquisition of the skin book of rubbings, the cutin internal information data that obtain by the cutin inspection technique, and according to colour of skin card and season information data Accurate Analysis clients' such as colour of skin data skin.Consequently can become to client and select optimal cosmetics and provide information about from now on skin nursing method, the guilding principle of working out the prompting of beauty treatment plan and cosmetic simulation test for client.
The skin diagnosis method that at first present invention will be described in detail with reference to the accompanying relates to.
Fig. 1 is the key diagram of expression skin analysis method of the present invention.Skin analysis method of the present invention is: the skin analysis that is undertaken by the inquiring of label 1, use the cutin internal information analysis that the mould agent obtains skin analysis that the skin book of rubbings carries out, the cutin inspection technique that adopts label 3 is carried out of opening up of label 2, adopt melanin information analysis that the melanin inspection technique of label 4 carries out, stick into capable skin analysis according to the colour of skin of label 5.The enforcement of above-mentioned analysis there is no particular provisions in proper order.
Shown in the example of Fig. 2, the skin analysis 1 that adopts inquiring to carry out, comprise to the end of label 11 make up, the inquiry of vanishing cream, to the inquiry of the skin health degree of label 12, about the average inquiry of the moisture and the sebum composition of label 13, about the inquiry of past and present dermatopathy, about the inquiry of the present health status of label 15.
Wherein can be according to the illustrated questionnaire of Fig. 3 to the inquiry 11 of end woman's persona, vanishing cream, whether upper base is made up at present in inquiry, and the vanishing cream that uses which kind of type.In addition, can be to the inquiry 12 of skin health degree according to the illustrated questionnaire of Fig. 4, inquire that the skin that produces in two or three weeks is chapped from the cold and illness such as macule.About moisture of skin and the equilibrated inquiry 13 of sebum, can be according to the inquiry of the illustrative questionnaire of Fig. 5 based in two or three weeks moisture of skin based on physiological function (the moistening degree of skin), sebum composition (glossiness of skin) etc. recently.The skin worry that can take notice of according to questionnaire inquiry client shown in Figure 6 about the inquiry 14 of past and present dermatopathy.In addition, about the inquiry 15 of present health status, can be according to the present health status of the illustrated questionnaire inquiry of Fig. 7.
For example can determine present skin is in which kind of position on the sorting track of Fig. 8 (a), instructs which kind of method of employing just can be improved to " healthy skin " of state 5 by the inquiry of Fig. 4.In addition, by answer, can determine to be in which kind of position on the classification plane shown in Fig. 8 (b) to the inquiry of Fig. 5.Because the ideal that on this plane, has been in state 5, so, can instruct which kind of method of employing could be near this state when being classified under the situation of state 1～4, state 6～9.
Though above-mentioned inquiry only is a kind of illustration eventually, but still can judge basal conditions such as client's skin properties and health degree among the answer of above-mentioned a series of inquiries,, can draw more objectively skin and judge by check skins from various angles.
Just adopt the book of rubbings that the mould agent carries out opened up of one of skin analysis method to judge and be illustrated below.Here saidly open up the mould agent and be meant the material of opening up bark fetching skin shape.
This method is with opening up on the skin that the mould agent attaches to cheek and so on that silica gel constitutes, open up after the tiny convex-concave on bark fetching skin surface as the book of rubbings, distribute by the convex-concave of observing on this book of rubbings, with the texture size on the skin, the size of the abrasion degree of texture, the tension force of skin, pore, the trend (directivity) of wrinkle etc. is divided into multiple grade by its type.
With the exception of this, also can classify from swollen bleb, senile plaque, wrinkle, aridity, the skin that is chapped from the cold, the cutin angle that is included such as unusual.Fig. 9, Figure 10 illustrate the classification tree that constitutes book of rubbings criterion.Among this classification tree, skin is subdivided into 71 kinds (little differentiations).
Particularly, stick based on silicon open up the mould agent, the test piece of the window-shaped of 20mm * 20mm is compressed on the cheek below the eyes so that make this open up mould agent and contact skin, wait and open up the book of rubbings that the mould agent can obtain window size after becoming dry.After this for making the deep or light more bright aquatic foods of this book of rubbings take into photograph, make respectively based on deep or light height with after being quantified as 256 pixels in length and breadth and import computer, obtain polytype numeric data, judge according to this numeric data by Flame Image Process.For example the analysis of texture can be judged height in the book of rubbings image according to briliancy, and the many more textures of peak value deep or light when scanning book of rubbings image are thin more, and large texture is thin more more for deep or light difference (height poor).
The numeric data that the usable image processing obtains is: 1, the peak value of texture, 2, the texture number that adopts particle measurement to go out, 3, the population of shade, 4, the population of light, 5, the equispaced value of texture, 6, texture standard deviation at interval, 7, the height meansigma methods of texture, 8, the standard deviation of texture height, 9, the area that utilizes concentration difference to carry out compares, 10, the standard deviation of the directivity of texture, 11, the total of the size of texture (particle measurement), 12, the meansigma methods of texture size (particle measurement), 13, the standard deviation of texture size (particle measurement), 14, the standard deviation (particle measurement) of the brightness of dark particle, 15, the standard deviation of the concentration value of all images, 16, the meansigma methods (particle measurement) of the brightness of bright particle.
By above-mentioned various means, for example about having or not the judgement of texture, if the particle measurement numerical value of texture " 2, " are more than 30, then to be judged to be texture in test portion.The judgement of texture size can turn to the 20mm quantum then after 256 that to be in " 5, texture meansigma methods at interval " that 25 (1.95mm) are judged to be texture when following thin, then is judged to be coarse texture as if greater than this value the time.In addition, about having or not the tension force can be with having or not black partly to judge on the skin mound in the texture, about pore, whether there is dispersive concentrated black hole to judge in the usable image, about the trend of wrinkle, usable image upper left to the bottom right texture and the intensity difference of upper right texture to the lower-left judge.Being in drying regime about skin in addition can be without stop by texture, judges in the time of can't fully confirming.
And then can on the basis of eyesight analysis, draw final conclusion by computer analysis.The part of the illness skin of Figure 10 mainly is the classification of being undertaken by eyesight in this classification tree.
According to above-mentioned classification is the fundamental characteristics of decidable skin and present health status, dermatopathy etc.Figure 11 example illustrates and adopts the book of rubbings to judge the skin result of determination that obtains.
Judge that with regard to the another kind of method-employing of skin analysis the judgement of the cutin internal information data that the cutin inspection technique of the health status of horn cell is carried out is illustrated below.
The cutin inspection technique adopts following manner: will special medicated strip paste the place of cheek of washing the portion now after the face and so on, the medicine that makes in the medicated strip of pushing by gently adsorbs composition in the keratodermatitis.To be dipped into the medicated strip that this method has been gathered the cutin internal component and carry out staining analysis in the dyeing liquor, can be with the size of cutin, compound mode is divided into a plurality of grades and for example is divided into 9 kinds.And can increase intracellular nuclear existence on this basis.Dividing according to these types is the health degree of decidable skin keratin.Figure 12 example illustrates the skin result of determination that adopts the cutin analysis to obtain.
Below with regard to skin analysis method another-judge the skin health degree according to melanin, adopt the judgement of the melanin information data that the melanin inspection technique carries out to be illustrated.
The melanin inspection technique is identical with the cutin inspection technique, special medicated strip is pasted on the skin of cheek and so on of wash clean, makes the melanin composition of the medicine absorption skin in the medicated strip by applying light.To be dipped into the medicated strip that this method has been gathered the melanin composition and carry out staining analysis in the dyeing liquor, melanic quantity and melanic distribution will be divided into multiple kind, for example 9 kinds.According to above-mentioned classification is the melanic health degree of decidable skin.Figure 13 example illustrates the skin result of determination that adopts the melanin analysis to obtain.
Above skin analysis method can also comprise colour of skin inspection.This is meant that client compares the colour of skin of oneself and the color on the multiple colour of skin card, specifies the colour of skin with identifying oneself the color number of the colour of skin card of the approaching own colour of skin, and so client's the colour of skin promptly is classified.
Comparing by categorical data and past data with the colour of skin, can grasp the skin health degree change, in addition, also is client's one of considerable data when selecting cosmetics.
Finally the result by the above-mentioned various analyses of comprehensive judgement can be as shown in figure 14 lists from the angle of the degree of drying of the restoring force of the flexibility of the elasticity of the protection of the water holding capacity of the immunity of the tension force of skin, skin, skin, skin, skin, skin, skin, skin.And judge and instruct comprehensive skin nursing method, improvement method according to this figure, advise use therein cosmetics.
Though above according to typical embodiment skin analysis method of the present invention has been described, the present invention is not limited to these embodiments, can do all distortion in the scope that does not surmount aim of the present invention.What for example use in the judgement of the skin book of rubbings of above-mentioned explanation is classification tree, but obviously also can among cutin inspection technique and melanin inspection technique, also can adopt same pattern match method to judge by skin calligraphy or painting model and the matching treatment that is stored in the standard pattern in the computer are in advance carried out.
The more than invention of Shuo Ming claim 1 of the present invention, it is characterized in that: through obtain the skin analysis process of client's skin analysis data according to the various skin analytical method, based on the skin analysis data that obtain by this skin analysis process, client's skin be categorized as the categorizing process of polytype a plurality of subclasses, according to the skin diagnostic procedure of the classification diagnosis client's who obtains in the above-mentioned categorizing process skin, carry out the skin analysis diagnosis.
Can realize judging the skin analysis method of skin qualification and situation from the various angles skin of not only simply but also accurately having classified like this according to this classification analysis.
Can realize judging the skin analysis method of skin qualification and situation from the various angles skin of not only simply but also accurately having classified like this according to this classification analysis.And provide suitable cosmetics and suitable suggestion for client according to this result.
The invention of claim 2 of the present invention, skin analysis method is characterized in that: one of above-mentioned various skin analytical method comprises that answering with the inquiring of the relevant skin that client is carried out, skin matter, used care method is the diagnostic result of foundation.
Client's the skin that like this can detail knowledge comprises client's subjective judgment, situations such as skin matter and used care method, can classify objectively on this basis everyone skin properties, and provide suitable cosmetics for client according to this result, and suitable suggestion.
In addition, the invention of claim 3 of the present invention, skin analysis method is characterized in that: one of above-mentioned various skin analytical method comprises by adopting has got the calligraphy or painting model that the convexo-concave usefulness of skin surface opens up mould agent delivery and has carried out the result of determination that graphical analysis draws opening up.
So promptly can texture, the trend of tension force, pore, wrinkle, to have or not the kind of illness and illness be clue exhaustive division skin, and on the basis of this classification, provide the detailed suggestion of suitable its individual's skin and the system of selection of cosmetics to each client.
In addition, the invention of claim 4 of the present invention, skin analysis method is characterized in that: one of above-mentioned various skin analytical method comprises the cutin internal information data analysis that adopts the cutin inspection technique to judge the cutin internal component of obtaining from client's skin.
The cell shape of cutin inside that like this can be by checking skin and size, compound mode etc., the water content of recognizing cells and health status, skin properties to everyone is carried out objective classification, and provides the detailed suggestion of suitable its individual's skin and the system of selection of cosmetics to each client on this basis.
In addition, the invention of claim 5 of the present invention, skin analysis method is characterized in that: one of above-mentioned various skin analytical method comprises the melanin information data analysis of adopting the melanin inspection technique to judge the pigment situation of skin.
The melanic health status of identification skins such as melanin content that like this can be by checking skin and distribution situation, and the detailed suggestion of providing on this basis each client to be fit to its individual's skin and the system of selection of cosmetics.
In addition, the invention of claim 6 of the present invention, skin analysis method is characterized in that: one of above-mentioned various skin analytical method comprises with colour of skin card being the colour of skin decision data analysis of foundation.
Client's skin color be can pass through to analyze like this, and the detailed suggestion of suitable its individual's skin and the system of selection of cosmetics provided for each client on this basis.
In addition, the invention of claim 7 of the present invention, skin analysis method is characterized in that: above-mentioned categorizing process adopt skin condition, skin matter, skin texture, cutis laxa degree, pore, wrinkle trend, have or not illness, health status, the cosmetics behaviour in service used at present etc. carries out based on the tree sort of classification method.
The skin that can carry out at an easy rate within a short period of time like this carrying out according to type is classified.
In addition, among the invention of claim 8 of the present invention, above-mentioned categorizing process is characterized in that: undertaken by the Flame Image Process that the melanin information data that will open up the cutin internal information data of having got the concavo-convex book of rubbings of skin surface, having obtained with the cutin inspection technique, obtain with the melanin inspection technique and the sample in the information database carry out pattern match.
Can adopt computer accurately to carry out the skin classification at short notice like this.
Claims (8)
1, a kind of skin analysis method is characterized in that carrying out the skin analysis diagnosis through following process: the skin analysis process that obtains client's skin analysis data according to the various skin analytical method; Based on the skin analysis data that obtain by this skin analysis process, client's skin is categorized as the categorizing process of a plurality of differentiations in polytype every type; Skin diagnostic procedure according to the classification diagnosis client's who obtains in the above-mentioned categorizing process skin.
2, skin analysis method according to claim 1 is characterized in that: one of above-mentioned various skin analytical method comprises: answering with the inquiring of relevant skin that client is carried out, skin matter, used care method is the diagnostic result of foundation.
3, skin analysis method according to claim 1 is characterized in that: one of above-mentioned various skin analytical method comprises: got the calligraphy or painting model that the convexo-concave usefulness of skin surface opens up mould agent delivery and carry out the result of determination that graphical analysis draws opening up by adopting.
4, skin analysis method according to claim 1 is characterized in that: one of above-mentioned various skin analytical method comprises: adopt the cutin inspection technique to judge the cutin internal information data analysis of the cutin internal component of obtaining from client's skin.
5, skin analysis method according to claim 1 is characterized in that: one of above-mentioned various skin analytical method comprises: adopt the melanin inspection technique to judge the melanin information data analysis of the pigment situation of skin.
6, skin analysis method according to claim 1 is characterized in that: one of above-mentioned various skin analytical method comprises: be the colour of skin decision data analysis of foundation with colour of skin card.
7, skin analysis method according to claim 1 is characterized in that: above-mentioned categorizing process based on the trend that adopts skin condition, skin matter, skin texture, cutis laxa degree, pore, wrinkle, have or not illness, health status, the tree-shaped classification of the kinds such as cosmetics behaviour in service used at present carries out.
8, skin analysis method according to claim 1 is characterized in that: above-mentioned categorizing process adopts to open up has got the Flame Image Process that the convexo-concave calligraphy or painting model of skin surface and data base's sample carry out pattern match.
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| CN 200410081745 CN1795812A (en) | 2004-12-28 | 2004-12-28 | Skin analysis method |
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| CN 200410081745 CN1795812A (en) | 2004-12-28 | 2004-12-28 | Skin analysis method |
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| CN1795812A true CN1795812A (en) | 2006-07-05 |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104777292A (en) * | 2014-01-09 | 2015-07-15 | 株式会社芳珂 | Skin texture evaluation method |
| WO2016095476A1 (en) * | 2014-12-15 | 2016-06-23 | 无限极（中国）有限公司 | Method, apparatus and system for processing acquired skin nature data |
| CN107773275A (en) * | 2017-11-20 | 2018-03-09 | 珠海伊斯佳科技股份有限公司 | A kind of skin detection sampling bag and its application |
| CN107977549A (en) * | 2017-12-06 | 2018-05-01 | 懿奈(上海)生物科技有限公司 | A kind of skin care matching process and terminal based on multigroup of skin |
| CN108992049A (en) * | 2018-06-14 | 2018-12-14 | 深圳鑫想科技有限责任公司 | A kind of smart phone blood pressure test method and system |
| CN109363640A (en) * | 2018-12-04 | 2019-02-22 | 北京贝叶科技有限公司 | Recognition methods and system based on dermal pathology image |
| CN114738919A (en) * | 2022-03-14 | 2022-07-12 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner and air conditioner |
-
2004
- 2004-12-28 CN CN 200410081745 patent/CN1795812A/en active Pending
Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104777292A (en) * | 2014-01-09 | 2015-07-15 | 株式会社芳珂 | Skin texture evaluation method |
| WO2016095476A1 (en) * | 2014-12-15 | 2016-06-23 | 无限极（中国）有限公司 | Method, apparatus and system for processing acquired skin nature data |
| CN107773275A (en) * | 2017-11-20 | 2018-03-09 | 珠海伊斯佳科技股份有限公司 | A kind of skin detection sampling bag and its application |
| CN107773275B (en) * | 2017-11-20 | 2023-10-13 | 珠海伊斯佳科技股份有限公司 | Skin detection sampling bag and application thereof |
| CN107977549A (en) * | 2017-12-06 | 2018-05-01 | 懿奈(上海)生物科技有限公司 | A kind of skin care matching process and terminal based on multigroup of skin |
| CN107977549B (en) * | 2017-12-06 | 2021-04-13 | 懿奈(上海)生物科技有限公司 | Skin care matching method and terminal based on skin multiomics |
| CN108992049A (en) * | 2018-06-14 | 2018-12-14 | 深圳鑫想科技有限责任公司 | A kind of smart phone blood pressure test method and system |
| CN109363640A (en) * | 2018-12-04 | 2019-02-22 | 北京贝叶科技有限公司 | Recognition methods and system based on dermal pathology image |
| CN114738919A (en) * | 2022-03-14 | 2022-07-12 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner and air conditioner |
| CN114738919B (en) * | 2022-03-14 | 2024-04-26 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner and air conditioner |
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