CN117473110B - Dressing matching method combined with regional environment characteristic assistance - Google Patents
Dressing matching method combined with regional environment characteristic assistance Download PDFInfo
- Publication number
- CN117473110B CN117473110B CN202311817304.2A CN202311817304A CN117473110B CN 117473110 B CN117473110 B CN 117473110B CN 202311817304 A CN202311817304 A CN 202311817304A CN 117473110 B CN117473110 B CN 117473110B
- Authority
- CN
- China
- Prior art keywords
- makeup
- data
- matching
- cosmetic
- scheme
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 21
- 230000007613 environmental effect Effects 0.000 claims abstract description 45
- 239000002537 cosmetic Substances 0.000 claims description 104
- 239000006071 cream Substances 0.000 claims description 6
- 238000012360 testing method Methods 0.000 claims description 6
- 238000013473 artificial intelligence Methods 0.000 abstract description 2
- 230000000694 effects Effects 0.000 description 9
- 230000001815 facial effect Effects 0.000 description 7
- 230000006978 adaptation Effects 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 230000003993 interaction Effects 0.000 description 2
- 230000003020 moisturizing effect Effects 0.000 description 2
- 210000000697 sensory organ Anatomy 0.000 description 2
- 239000000516 sunscreening agent Substances 0.000 description 2
- 230000000007 visual effect Effects 0.000 description 2
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 2
- VYPSYNLAJGMNEJ-UHFFFAOYSA-N Silicium dioxide Chemical compound O=[Si]=O VYPSYNLAJGMNEJ-UHFFFAOYSA-N 0.000 description 1
- 230000003213 activating effect Effects 0.000 description 1
- 230000003044 adaptive effect Effects 0.000 description 1
- 230000003796 beauty Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000005282 brightening Methods 0.000 description 1
- 239000011248 coating agent Substances 0.000 description 1
- 238000000576 coating method Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000002955 isolation Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 239000003921 oil Substances 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 239000002861 polymer material Substances 0.000 description 1
- 239000011148 porous material Substances 0.000 description 1
- 238000004321 preservation Methods 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 230000028327 secretion Effects 0.000 description 1
- 239000000741 silica gel Substances 0.000 description 1
- 229910002027 silica gel Inorganic materials 0.000 description 1
- 230000036555 skin type Effects 0.000 description 1
- 230000037072 sun protection Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/54—Browsing; Visualisation therefor
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/001—Texturing; Colouring; Generation of texture or colour
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Databases & Information Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Artificial Intelligence (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Software Systems (AREA)
- Multimedia (AREA)
- Image Processing (AREA)
Abstract
The invention belongs to the technical field of artificial intelligence algorithm assistance, and discloses a dressing matching method combining regional environment characteristic assistance, which comprises the following specific steps: firstly, establishing a dressing database; the terminal equipment collects environmental characteristic parameters and user information through the data acquisition module, wherein the user information comprises face data and trip information; the terminal equipment determines a makeup base scheme according to the environment characteristic parameters and the face data, and comprehensively determines a makeup base scheme according to the makeup base scheme, the environment characteristic parameters, the face data and the travel information; combining the determined makeup base scheme with the makeup base scheme to generate makeup characteristic data, and matching the makeup characteristic data based on a face image generated by the face data of the user to generate a display image to be displayed on a display screen; and matching the makeup plan in the makeup database according to the makeup characteristic data, and calculating the makeup time node according to the stability score calculated by the core in the makeup characteristic data.
Description
Technical Field
The invention belongs to the technical field of artificial intelligence algorithm assistance, and particularly relates to a makeup matching method combining regional environment characteristic assistance.
Background
The makeup uses cosmetics and tools, adopts the steps and skills in order to render, draw and arrange the face, the five sense organs and other parts of the human body, enhances the stereoscopic impression, adjusts the shape and color, masks the defects and shows the look, thereby achieving the purpose of beautifying the visual feeling. Make-up, can show the unique natural beauty of the personage; can improve the original shape, color and quality of the character and increase the aesthetic feeling and charm.
The common make-up is divided into make-up and make-up before and after make-up, wherein the make-up is a base layer for covering the skin, so that a covering layer with the same color or uniform brightness is formed on the face, the make-up has a shading and brightening effect, meanwhile, different effects such as products of isolation, moisture preservation, sun protection and the like can be achieved by coating cosmetics with different functions, the functional cosmetics are not mainly used for changing the appearance, and the effect of protecting the covered skin is mainly achieved. And the color cosmetics are covered on the base cosmetics, and are only used for producing a beautiful feeling.
Different people have different aesthetic ideas, the aesthetic ideas are different, and the facial form and the five sense organs of each person determine that the people always have cosmetic differences, and also have adaptation differences of color values and brightness. Then as the age progresses, the aesthetic requirements of everyone change with the age, so does the choice of cosmetic solutions. And through the popularization of internet technology, various types of makeup and makeup teaching videos appear, and the makeup teaching generally has a template of a real face, and a user learns to make up according to the teaching videos after selecting a favorite make-up template.
However, because of different facial features, the visual change is generated when the attractive makeup on the template is presented on the face of the user, so that a plurality of people are dissatisfied after choosing the makeup, and various virtual programs for assisting in makeup are provided in order to solve the technical problem in the prior art, the makeup adaptation can be carried out according to the facial form of the user, so that the user can roughly know the effect of matching the makeup scheme to the face of the user before the makeup is carried out, and the user is helped to quickly choose the makeup scheme of the heart. However, in this method, only the facial features of the user are used as references for planning, and the user cannot obtain the corresponding cosmetic information and steps after selecting the cosmetic scheme, so that the virtual cosmetic effect presented by the user cannot be accurately restored even by adopting the auxiliary matching method. In addition, the makeup is not only the makeup presentation at the time, but also the stability of the makeup is one of the factors frequently considered for different sunlight conditions and temperature conditions, namely, the attractive makeup brings inconvenient experience if the makeup is unstable and easy to remove.
Disclosure of Invention
In order to solve the problems in the prior art, the invention provides a dressing matching method combined with the assistance of regional environmental characteristics, which is aimed at being integrated in intelligent cosmetic equipment, can be combined with the determination of the environmental characteristic parameters of the region where a user is positioned on the cosmetic scheme so as to adapt to various dressing schemes on the premise of ensuring the stability of the cosmetic scheme, thereby reducing the number of make-up times and adapting to corresponding dressing according to the sunshine brightness.
The technical scheme adopted by the invention is as follows:
the invention discloses a dressing matching method combined with regional environment characteristic assistance, which provides dressing assistance for a user based on terminal equipment with a data acquisition module and a display screen, and comprises the following specific steps:
s100, firstly, establishing a dressing database, wherein a matching list of cosmetics and environmental characteristic parameters is arranged in the dressing database, and stability scores tested under different environmental characteristic parameters are determined for each type of cosmetics in the matching list;
s200, the terminal equipment collects environmental characteristic parameters and user information through a data acquisition module, wherein the user information comprises face data and travel information;
s300, the terminal equipment determines a makeup base scheme according to the environmental characteristic parameters and the face data, and comprehensively determines a makeup base scheme according to the makeup base scheme, the environmental characteristic parameters, the face data and the travel information;
s400, combining the determined makeup base scheme with the makeup scheme to generate makeup characteristic data, and matching the makeup characteristic data based on a face image generated by the face data of the user to generate a display image to be displayed on a display screen;
s500, after the user selects the corresponding dressing feature data, matching a makeup scheme in a dressing database according to the dressing feature data, and calculating a makeup time node according to the stability score calculated by the core in the dressing feature data.
The invention provides a first implementation mode, wherein the environmental characteristic parameters are temperature data, humidity data and sunlight data of the same day, which are obtained by taking position coordinate data of a user as index conditions.
With reference to the first embodiment, the present invention provides a second embodiment, wherein the face data includes a size and a color value;
the size comprises a plane size and depth information, wherein a binocular camera serving as a data acquisition module is used for acquiring a face image of a user, a plane is established by a point with the minimum depth information in the face image, the plane size is a size value of all feature points in a face area of the user after projection on the plane, and the depth information is a depth value of all feature points acquired by taking the plane as a reference;
the color value is a color parameter of all feature points.
In combination with the second embodiment, the present invention provides a third embodiment,
the specific steps of determining the base makeup scheme in the step S300 are as follows:
s301, firstly, determining the total amount range of cosmetics required by the base makeup according to the plane size and depth information of face data, determining the color number range of the cosmetics required by the base makeup according to the color value, and determining a base makeup cosmetic set according to the color number range;
s302, adjusting sunlight data and temperature data in environmental characteristic parameters according to acquired travel data, and calculating average sunlight data and temperature data of the day;
s303, respectively matching three groups of makeup data according to the makeup database corresponding to the makeup set in the makeup cosmetics set determined by the adjusted temperature data, humidity data and sunlight data;
s304, calculating the stability score of each cosmetic corresponding to each set of base makeup data according to different weight coefficients set for the temperature data, the humidity data and the sunshine data, combining the same items in the three sets of base makeup data, calculating the comprehensive score of each cosmetic, and forming a base makeup scheme according to the height of the comprehensive score.
In combination with the second embodiment, the present invention provides a fourth embodiment, and the specific steps of determining the makeup plan in S400 are as follows:
s401, firstly, determining the application range of the needed cosmetics according to the plane size and depth information of face data, determining the color number range of the needed cosmetics for color makeup according to color values, and determining a color makeup cosmetic set according to the color number range corresponding to a makeup database;
s402, removing the unmatched makeup cosmetics in the makeup cosmetics set according to the makeup base scheme;
s403, adjusting the sunlight data and the temperature data in the environmental characteristic parameters according to the acquired travel data, and calculating average sunlight data and temperature data of the day;
s403, respectively matching three groups of makeup data according to the makeup database corresponding to the makeup cosmetics set determined by the adjusted temperature data, humidity data and sunlight data;
s404, calculating stability scores of each cosmetic corresponding to each set of makeup data according to the set different weight coefficients, combining the same items in the three sets of makeup data, calculating comprehensive scores of each cosmetic, and forming a makeup scheme according to the height of the comprehensive scores.
In combination with several embodiments, the present invention provides a fifth embodiment,
the makeup database comprises a plurality of matching lists, wherein each matching list corresponds to one environment characteristic parameter and a plurality of cosmetic model parameters;
setting a range value for the corresponding environmental characteristic parameter in each matching list, wherein each cosmetic corresponds to the stability score of each environmental characteristic parameter in the range value;
the stability score is obtained by testing the stability of the simulated skin sample after the simulated skin sample is coated with the standard-thickness cosmetic under the condition of corresponding environmental characteristic parameters, and recording corresponding time data after obvious changes occur in the test.
In combination with several embodiments, the present invention provides a sixth embodiment,
the foundation make-up scheme comprises a cosmetic model corresponding to foundation make-up/concealer and a cosmetic model corresponding to sun-proof cream, and the cosmetic model corresponding to sun-proof cream of the make-up scheme are determined according to sunlight data.
In combination with several embodiments, the present invention provides a seventh embodiment,
in S200, the terminal device adjusts the sunlight data according to the outdoor/indoor time ratio data corresponding to the preset outgoing items, adjusts the reference value according to the outdoor/indoor time ratio by taking the sunlight intensity data outdoors on the same day as the reference value, determines the sunlight values of the outgoing items according to the time corresponding to the several outgoing items, and calculates the average value of the sunlight values of all outgoing items to obtain the sunlight data.
The beneficial effects of the invention are as follows:
(1) According to the invention, the makeup database is established to match the cosmetic data corresponding to each makeup with the environmental characteristic parameters, so that when a user determines the makeup scheme, the scheme of longest makeup stability can be provided by combining the local environmental parameter characteristics in the makeup scheme, thereby reducing the makeup times, reasonably analyzing and giving out applicable product parameters, and the user selects the effect of accurately restoring the scheme according to the corresponding cosmetics, thereby avoiding the larger difference between the selected makeup scheme and the actual makeup effect due to the product difference;
(2) According to the invention, by combining sunlight data, temperature data and humidity data in the environmental characteristic parameters, the parameters which influence the stability of the makeup are taken as consideration to adapt to the corresponding makeup scheme, and the combination with the highest corresponding stability score is provided, so that the makeup has higher stability compared with the selection of a user;
(3) The color matching method comprises the steps of determining the favorite color matching through the color value, and selecting the cosmetic scheme with the highest stability in the determined color matching, so that the condition that the favorite color cosmetic style of a user cannot be selected due to different cosmetic schemes is avoided;
(4) The invention determines the make-up scheme through the determined make-up scheme, and provides convenience for users by giving a reference time node to make-up the determined cosmetics according to the time period of each cosmetic which needs make-up under the condition of the environmental characteristic parameters.
Drawings
Fig. 1 is a flow chart of the present invention.
Detailed Description
The invention is further illustrated by the following description of specific embodiments in conjunction with the accompanying drawings.
For the purposes of making the objects, technical solutions and advantages of the embodiments of the present application more clear, the technical solutions of the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is apparent that the described embodiments are some embodiments of the present application, but not all embodiments. The components of the embodiments of the present application, which are generally described and illustrated in the figures herein, may be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the present application, as provided in the accompanying drawings, is not intended to limit the scope of the application, as claimed, but is merely representative of selected embodiments of the application. All other embodiments, which can be made by one of ordinary skill in the art without undue burden from the present disclosure, are within the scope of the present disclosure.
It should be noted that: like reference numerals and letters denote like items in the following figures, and thus once an item is defined in one figure, no further definition or explanation thereof is necessary in the following figures.
Example 1:
the embodiment discloses a dressing matching method combined with regional environment characteristics for assisting, which realizes corresponding technical effects based on intelligent cosmetic terminal equipment.
The intelligent cosmetic terminal equipment is provided with a processing module, a data acquisition module and a display module, wherein the processing module is connected with an external network to acquire real-time data information, and the real-time data information comprises corresponding information of the position of the terminal equipment. The data acquisition module comprises sound and light acquisition means and the like, acquires sound and light information in a certain range near the terminal equipment, and can acquire facial data of a user for reference assistance. The display module is mainly used for displaying images and is also provided with an audio transmitting module, and voice prompt is carried out through the built-in voice packet. The terminal device has various application forms, and in this embodiment, an intelligent cosmetic mirror is taken as an object for description.
In the intelligent cosmetic mirror, the processing module can store data and is preset with an interaction program, and generally the interaction program is an operation software program arranged in the processing module, and a user can interact with the processing module through voice or an operation button of a peripheral device.
Before use, a makeup database is stored in the intelligent cosmetic mirror, the makeup database comprises a plurality of frames of makeup schemes, namely, data setting is carried out according to the existing makeup types, and each frame of the makeup schemes comprises the following information: make-up name, make-up character introduction, make-up base scheme and make-up color scheme.
The dressing name and the dressing feature description are preset contents, and can be presented on the display module in a text or voice description mode.
The base and color schemes include a flow and corresponding cosmetic data, which can be presented on the display module in text or voice presentation.
The framework of each makeup plan is not limited to a certain fixed flow and certain cosmetic data, but has certain flow sequences and adjustable flow nodes, and each flow comprises necessary steps and optional steps, and the optional steps are determined according to environmental characteristic parameters. Similarly, the cosmetic data is not limited to types, but takes color values as references, namely, each makeup plan is determined to have a color value range, then each color value corresponds to a group of cosmetic types at each flow node, then the color value range is determined according to the environmental characteristic parameters and the facial characteristics, a cosmetic range is defined according to the determined color value range, and then the final plan is determined according to the narrowing range of various condition parameters.
Meanwhile, the makeup database also contains parameter information of a plurality of cosmetics, namely physicochemical properties of a certain brand aiming at corresponding products at different process nodes.
Specifically, the matching method in this embodiment is as follows:
firstly, a makeup database is built in a processing module of the terminal equipment according to the preconditions, namely, external data is imported into the terminal equipment and is adapted to matching software. The dressing database is provided with a plurality of frames of dressing schemes and a plurality of matching lists, wherein each matching list is a cosmetic category list taking environment characteristic parameters as corresponding parameters, each matching list corresponds to one environment characteristic parameter, a range value is set for the corresponding environment characteristic parameter in each matching list, and each cosmetic corresponds to the stability score of each environment characteristic parameter in the range value; the stability score is obtained by testing the stability of the simulated skin sample after the simulated skin sample is coated with the standard-thickness cosmetic under the condition of corresponding environmental characteristic parameters, and recording corresponding time data after obvious changes occur in the test.
The simulated skin sample can be made of high polymer materials such as silica gel, oil and water are arranged by simulating the characteristics of human skin, and meanwhile, the simulated skin sample can be directly tested on a human face.
And then, collecting the environmental characteristic parameters and the user information through a data acquisition module of the terminal equipment. The data acquisition module comprises a binocular camera and a plurality of environment information acquisition sensors, and meanwhile, the environment characteristic parameters are connected with an external network through the processing module, position coordinate data of the user are acquired through the positioning module, and then weather conditions of the current day are acquired from the network according to the position coordinate data. The weather conditions include data such as temperature, humidity, sunlight time and sunlight intensity, and the like, and the data is used as outdoor data reference. Meanwhile, the data such as indoor temperature, humidity, sunlight intensity and the like are acquired through the environmental information acquisition sensor of the terminal equipment, and are summarized with outdoor data to be used as environmental characteristic information for storage.
The binocular camera is used for acquiring facial data in the acquisition area, namely, the user is positioned on the front face of the cosmetic mirror, and the binocular camera is positioned on the cosmetic mirror and faces one side of the user. After the user locates the face in the corresponding detection area, activating the terminal equipment to start the scanning program, acquiring the face information in the video data by the binocular camera through a face algorithm, and acquiring the face data after the face information is processed by the algorithm.
Wherein the face data includes a size and a color value; the size comprises a plane size and depth information, wherein a binocular camera serving as a data acquisition module is used for acquiring a face image of a user, a plane is established by a point with the minimum depth information in the face image, the plane size is a size value of all feature points in a face area of the user after projection on the plane, and the depth information is a depth value of all the feature points acquired by taking the plane as a reference; the color value is a color parameter of all feature points.
The size value and the depth value are used for judging the area needing light filling, meanwhile, the corresponding color collocation is calculated according to the makeup algorithm which is adaptive to the area, the color value matching in the selected makeup scheme is calculated by combining the skin color value of the area, the color of the cosmetics corresponding to each flow node is determined according to the color value range in the makeup scheme, and the optional cosmetic type is reduced according to the color.
And then, the terminal equipment determines a make-up scheme according to the environment characteristic parameters and the face data, and comprehensively determines a make-up scheme according to the make-up scheme, the environment characteristic parameters, the face data and the travel information.
The terminal equipment adjusts sunlight data according to outdoor/indoor time ratio data corresponding to preset outgoing items, adjusts the reference value according to outdoor/indoor time ratio by taking sunlight intensity data outdoors in the daytime of the day as the reference value, determines sunlight values of the outgoing items according to time corresponding to a plurality of outgoing items, and calculates average sunlight values of all outgoing items to obtain sunlight data.
The specific steps of the scheme for determining the base makeup are that firstly, the total amount range of cosmetics required by the base makeup is determined according to the plane size and depth information of face data, the color number range of the cosmetics required by the base makeup is determined according to the color value, and the base makeup cosmetic set is determined according to the color number range; according to the acquired travel data, regulating the sunlight data and the temperature data in the environmental characteristic parameters, and calculating average sunlight data and temperature data of the day; the base cosmetic set corresponding makeup databases determined according to the adjusted temperature data, humidity data and sunlight data are respectively matched with three groups of base cosmetic data; according to different weight coefficients set for the temperature data, the humidity data and the sunshine data, calculating the stability score of each cosmetic corresponding to each set of base makeup data, merging the same items in the three sets of base makeup data, calculating the comprehensive score of each cosmetic, and forming a base makeup scheme according to the height of the comprehensive score.
The foundation make-up scheme comprises a cosmetic model corresponding to foundation make-up/concealer and a cosmetic model corresponding to sun-proof cream, and the cosmetic model corresponding to sun-proof cream of the make-up scheme are determined according to sunlight data.
The specific steps of the scheme for determining the makeup are that firstly, the application range of the required cosmetics is determined according to the plane size and depth information of face data, the color number range of the required cosmetics for the makeup is determined according to the color value, and a makeup cosmetic set is determined according to the color number range corresponding to a makeup database; according to the base makeup scheme, removing the unmatched makeup cosmetics in the makeup cosmetics set; and adjusting the sunlight data and the temperature data in the environmental characteristic parameters according to the acquired travel data, and calculating average sunlight data and temperature data of the day.
Then, respectively matching three groups of makeup data according to the makeup database corresponding to the makeup cosmetics set determined by the adjusted temperature data, humidity data and sunlight data; and calculating the stability score of each cosmetic corresponding to each set of makeup data according to the set different weight coefficients, combining the same items in the three sets of makeup data, calculating the comprehensive score of each cosmetic, and forming a makeup scheme according to the height of the comprehensive score.
Combining the determined makeup base scheme with the makeup base scheme to generate makeup characteristic data, and matching the makeup characteristic data based on a face image generated by the face data of the user to generate a display image to be displayed on a display screen; after the user selects the corresponding dressing feature data, matching the makeup scheme in the dressing database according to the dressing feature data, and calculating the makeup time node according to the stability score calculated by the core in the dressing feature data.
It should be noted that, unlike the make-up solution, the make-up solution is a base layer for concealing and lightening, and does not excessively adjust the color, mainly by determining its basic material and type, especially the temperature and humidity, to determine the functional cosmetics that need to be adjusted. For example, in high latitude areas in winter, the ambient temperature itself is low and is not prone to perspiration, while the colder ambient temperature results in reduced skin pore shrinkage and oil secretion. If long outdoor activity time is kept, the condition that the whole makeup is easy to crack due to water loss is caused by lower temperature, then a moisturizing layer is required to be added in the base makeup according to the environmental characteristics, meanwhile, wet components are adopted in partial cosmetics in the base makeup and the color makeup, and the dosage of sun cream and the corresponding SPF value are adjusted according to the requirements, so that the continuous stability of the sun cream is improved.
In the low-dimensional area in summer, the sunshine time is less, but the humidity is higher and the temperature is higher. The moisturizing layer can be removed according to the requirement, but a drier cosmetic type is adopted as a dressing scheme for recommendation, the current humidity condition is used for calculating the oil condition according to the skin type preset by a user, and the adaptation scheme of the cosmetic is determined according to different areas of the face, so that the good stability of the cosmetic can be ensured.
The invention is not limited to the alternative embodiments described above, but any person may derive other various forms of products in the light of the present invention. The above detailed description should not be construed as limiting the scope of the invention, which is defined in the claims and the description may be used to interpret the claims.
Claims (8)
1. A dressing matching method combined with regional environment characteristic assistance provides dressing assistance for a user based on terminal equipment with a data acquisition module and a display screen, and is characterized in that: the method comprises the following specific steps:
s100, firstly, establishing a dressing database, wherein a matching list of cosmetics and environmental characteristic parameters is arranged in the dressing database, and stability scores tested under different environmental characteristic parameters are determined for each type of cosmetics in the matching list;
s200, the terminal equipment collects environmental characteristic parameters and user information of an area where the user is located through a data acquisition module, wherein the user information comprises face data and travel information;
s300, the terminal equipment determines a makeup base scheme according to the environmental characteristic parameters and the face data, and comprehensively determines a makeup base scheme according to the makeup base scheme, the environmental characteristic parameters, the face data and the travel information;
s400, combining the determined makeup base scheme with the makeup scheme to generate makeup characteristic data, and matching the makeup characteristic data based on a face image generated by the face data of the user to generate a display image to be displayed on a display screen;
s500, after the user selects the corresponding dressing feature data, matching a makeup scheme in a dressing database according to the dressing feature data, and calculating a makeup time node according to the stability score calculated by the core in the dressing feature data.
2. A method for matching makeup aided by environmental features of a combined area as claimed in claim 1, wherein: and the environmental characteristic parameters are temperature data, humidity data and sunlight data of the same day, which are acquired by taking the position coordinate data of the user as index conditions.
3. A method for matching makeup aided by environmental features of a combined area as claimed in claim 2, wherein: the face data includes a size and a color value;
the size comprises a plane size and depth information, wherein a binocular camera serving as a data acquisition module is used for acquiring a face image of a user, a plane is established by a point with the minimum depth information in the face image, the plane size is a size value of all feature points in a face area of the user after projection on the plane, and the depth information is a depth value of all feature points acquired by taking the plane as a reference;
the color value is a color parameter of all feature points.
4. A method for matching makeup aided by environmental features of a combined area according to claim 3, wherein:
the specific steps of determining the base makeup scheme in the step S300 are as follows:
s301, firstly, determining the total amount range of cosmetics required by the base makeup according to the plane size and depth information of face data, determining the color number range of the cosmetics required by the base makeup according to the color value, and determining a base makeup cosmetic set according to the color number range;
s302, adjusting sunlight data and temperature data in environmental characteristic parameters according to acquired travel data, and calculating average sunlight data and temperature data of the day;
s303, respectively matching three groups of makeup data according to the makeup database corresponding to the makeup set in the makeup cosmetics set determined by the adjusted temperature data, humidity data and sunlight data;
s304, calculating the stability score of each cosmetic corresponding to each set of base makeup data according to different weight coefficients set for the temperature data, the humidity data and the sunshine data, combining the same items in the three sets of base makeup data, calculating the comprehensive score of each cosmetic, and forming a base makeup scheme according to the height of the comprehensive score.
5. A method for matching makeup aided by environmental features of a combined area according to claim 3, wherein: the specific steps of determining the makeup plan in the step S400 are as follows:
s401, firstly, determining the application range of the needed cosmetics according to the plane size and depth information of face data, determining the color number range of the needed cosmetics for color makeup according to color values, and determining a color makeup cosmetic set according to the color number range corresponding to a makeup database;
s402, removing the unmatched makeup cosmetics in the makeup cosmetics set according to the makeup base scheme;
s403, adjusting the sunlight data and the temperature data in the environmental characteristic parameters according to the acquired travel data, and calculating average sunlight data and temperature data of the day;
s403, respectively matching three groups of makeup data according to the makeup database corresponding to the makeup cosmetics set determined by the adjusted temperature data, humidity data and sunlight data;
s404, calculating stability scores of each cosmetic corresponding to each set of makeup data according to the set different weight coefficients, combining the same items in the three sets of makeup data, calculating comprehensive scores of each cosmetic, and forming a makeup scheme according to the height of the comprehensive scores.
6. A method for matching makeup aided by environmental features of a combined area according to any one of claims 1 to 5, wherein:
the makeup database comprises a plurality of matching lists, wherein each matching list corresponds to one environment characteristic parameter and a plurality of cosmetic model parameters;
setting a range value for the corresponding environmental characteristic parameter in each matching list, wherein each cosmetic corresponds to the stability score of each environmental characteristic parameter in the range value;
the stability score is obtained by testing the stability of the simulated skin sample after the simulated skin sample is coated with the standard-thickness cosmetic under the condition of corresponding environmental characteristic parameters, and recording corresponding time data after obvious changes occur in the test.
7. A method for matching makeup aided by environmental features of a combined area according to any one of claims 2 to 5, wherein:
the foundation make-up scheme comprises a cosmetic model corresponding to foundation make-up/concealer and a cosmetic model corresponding to sun-proof cream, and the cosmetic model corresponding to sun-proof cream of the make-up scheme are determined according to sunlight data.
8. A method for matching makeup aided by environmental features of a combined area according to any one of claims 2 to 5, wherein:
in S200, the terminal device adjusts the sunlight data according to the outdoor/indoor time ratio data corresponding to the preset outgoing items, adjusts the reference value according to the outdoor/indoor time ratio by taking the sunlight intensity data outdoors on the same day as the reference value, determines the sunlight values of the outgoing items according to the time corresponding to the several outgoing items, and calculates the average value of the sunlight values of all outgoing items to obtain the sunlight data.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311817304.2A CN117473110B (en) | 2023-12-27 | 2023-12-27 | Dressing matching method combined with regional environment characteristic assistance |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311817304.2A CN117473110B (en) | 2023-12-27 | 2023-12-27 | Dressing matching method combined with regional environment characteristic assistance |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN117473110A CN117473110A (en) | 2024-01-30 |
| CN117473110B true CN117473110B (en) | 2024-03-12 |
Family
ID=89626055
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202311817304.2A Active CN117473110B (en) | 2023-12-27 | 2023-12-27 | Dressing matching method combined with regional environment characteristic assistance |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN117473110B (en) |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105447125A (en) * | 2015-11-17 | 2016-03-30 | 上海斐讯数据通信技术有限公司 | Electronic equipment and makeup assisting method |
| CN109619801A (en) * | 2018-12-25 | 2019-04-16 | 东莞市唯泊电子科技有限公司 | Intelligent cosmetic mirror |
| CN112801734A (en) * | 2021-01-14 | 2021-05-14 | 深圳市鑫海创达科技有限公司 | Beautiful makeup pushing method and system based on intelligent cosmetic mirror |
| CN114021022A (en) * | 2021-11-26 | 2022-02-08 | 广州小鹏汽车科技有限公司 | Dressing information acquisition method and device, vehicle and storage medium |
| KR20220105123A (en) * | 2021-01-19 | 2022-07-26 | 주식회사 닥터에이 | System for providing cosmeic matching information service |
| WO2023015402A1 (en) * | 2021-08-08 | 2023-02-16 | 曹庆恒 | Intelligent cosmetics recommendation method and system, and computer storage medium |
| KR20230059887A (en) * | 2021-10-25 | 2023-05-04 | 한국생산기술연구원 | Determining Method of Makeup mixing ratio |
| CN116466604A (en) * | 2022-01-11 | 2023-07-21 | 芜湖美的厨卫电器制造有限公司 | Control method and control device of dressing table |
-
2023
- 2023-12-27 CN CN202311817304.2A patent/CN117473110B/en active Active
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105447125A (en) * | 2015-11-17 | 2016-03-30 | 上海斐讯数据通信技术有限公司 | Electronic equipment and makeup assisting method |
| CN109619801A (en) * | 2018-12-25 | 2019-04-16 | 东莞市唯泊电子科技有限公司 | Intelligent cosmetic mirror |
| CN112801734A (en) * | 2021-01-14 | 2021-05-14 | 深圳市鑫海创达科技有限公司 | Beautiful makeup pushing method and system based on intelligent cosmetic mirror |
| KR20220105123A (en) * | 2021-01-19 | 2022-07-26 | 주식회사 닥터에이 | System for providing cosmeic matching information service |
| WO2023015402A1 (en) * | 2021-08-08 | 2023-02-16 | 曹庆恒 | Intelligent cosmetics recommendation method and system, and computer storage medium |
| KR20230059887A (en) * | 2021-10-25 | 2023-05-04 | 한국생산기술연구원 | Determining Method of Makeup mixing ratio |
| CN114021022A (en) * | 2021-11-26 | 2022-02-08 | 广州小鹏汽车科技有限公司 | Dressing information acquisition method and device, vehicle and storage medium |
| CN116466604A (en) * | 2022-01-11 | 2023-07-21 | 芜湖美的厨卫电器制造有限公司 | Control method and control device of dressing table |
Non-Patent Citations (2)
| Title |
|---|
| Effect of facial makeup style recommendation on visual sensibility;Kyung-Yong Chung;《Multimedia Tools and Applications》;20130207;843-853 * |
| 科技篇 盘点2019美容黑科技前沿;刘海兰;《中国化妆品》;20200115;12-18 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN117473110A (en) | 2024-01-30 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN101055646B (en) | Method and device for processing image | |
| CN104203042B (en) | Makeup auxiliary device, cosmetic auxiliary method and recording medium | |
| CN105787974B (en) | Bionic human face aging model method for building up | |
| EP1810594B1 (en) | Lip categorizing method | |
| CN108197574B (en) | Character style recognition method, terminal and computer readable storage medium | |
| US7392204B1 (en) | Method for selecting cosmetics | |
| CN109410298A (en) | A kind of production method and expression shape change method of dummy model | |
| US20060132506A1 (en) | Method of modifying facial images, makeup simulation method, makeup method, makeup support apparatus and foundation transfer film | |
| CN107423661A (en) | Method for obtaining maintenance information, method for sharing maintenance information and electronic device thereof | |
| CN104461006A (en) | Internet intelligent mirror based on natural user interface | |
| JP2001346627A (en) | Make-up advice system | |
| CN204576413U (en) | A kind of internet intelligent mirror based on natural user interface | |
| CN110960036A (en) | Intelligent mirror system and method with skin and makeup beautifying guide function | |
| CN106861012A (en) | User emotion adjusting method based on Intelligent bracelet under VR experience scenes | |
| CN104157001A (en) | Method and device for drawing head caricature | |
| KR101987189B1 (en) | Makeup recommendation kiosk | |
| CN111796662A (en) | Makeup method based on AR technology and multifunctional makeup mirror system | |
| CN111179411B (en) | Visual facial cosmetology plastic simulation method, system and equipment based on social platform | |
| CN117473110B (en) | Dressing matching method combined with regional environment characteristic assistance | |
| CN114333032A (en) | Dressing recommendation method, device, storage medium and electronic equipment | |
| WO2008135907A1 (en) | A method of evaluating lip type and an evaluation system for implementing such a method | |
| CN117495664A (en) | Intelligent auxiliary cosmetic system | |
| CN115445144B (en) | Intelligent interactive display platform based on virtual reality | |
| CN206994784U (en) | A kind of intelligent cosmetic beauty instrument | |
| Taylor | Audio description: A multimodal practice in expansion |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |