A method and system for predicting lipstick sexual attractiveness
By measuring the spectral reflectivity of lipstick and the related color temperature of the light source, combined with the hue angle information, it is input into the constructed sexual attraction prediction model, which solves the problem of difficult to predict sexual attraction in the prior art, and realizes accurate attraction prediction under the interaction between gender, color system and light source.
Patent Information
- Application Number
- CN202210347176.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-04-01
- Publication Date
- 2025-05-16
- Estimated Expiration
- 2042-04-01
AI Technical Summary
It is difficult for the prior art to scientifically and reasonably design a method for predicting sexual attraction of lipsticks that can target gender, color system and light sources, and the feelings they bring to people will be slightly different under the interaction between different light sources and lipsticks.
A method for predicting sexual attraction of lipstick based on gender, color system, and light source correlation color temperature is proposed. By measuring the spectral reflectivity of the lipstick to be displayed and the correlated color temperature of the light source to be used, combined with the hue angle information in the uniform color space L, it is input into the constructed three sexual attraction prediction and estimation models, and the sexual attraction estimate values suitable for men, women and the overall population are obtained respectively.
A comprehensive and accurate prediction and evaluation of the sexual attraction of lipsticks under the interaction of gender, color system and light source is achieved, providing a comprehensive and targeted sexual attraction prediction solution.
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Figure CN114858281B_ABST
Abstract
Description
Technical Field
[0001] The present invention belongs to the technical field of LED intelligent lighting, and in particular relates to a method and system for predicting the sexual attractiveness of lipstick based on gender, color system, and light source correlated color temperature. Background Art
[0002] Lipstick has always been one of the most commonly used cosmetics for women. As the basic attribute of lipstick, the relationship between color and attractiveness has long attracted much attention. The main color of lipstick is orange-red, which enables it to exert the red sexual effect and enhance the user's sexual attractiveness in the corresponding relationship context. The so-called red sexual effect refers to the visual sense of approach and expansion brought by the physical properties of red, which easily triggers excitement, excitement, and tension. Psychologists have found that when people combine women with red, they tend to associate it with passion, desire, and romance. Therefore, there is a very close relationship between lipstick and sexual attraction. Within the main color, lipstick numbers of different color systems have certain differences in brightness and hue, which will inevitably affect their sexual attractiveness to a certain extent. Therefore, it is very valuable to analyze the sexual attractiveness of different lipstick color systems and further explore the correlation and degree of association between the two.
[0003] At the same time, the rapid development of LED intelligent lighting technology has promoted people's perception of light quality. Compared with traditional light sources, LED light sources have many advantages such as high light efficiency, low radiation, and long life, and its technical characteristics of adjustable light color have created possibilities for intelligent lighting. We also need to note that the color perceived by the human eye comes from the combined effect of objects and light sources. Therefore, under the interaction of different light sources and lipstick, the feelings brought to people will also be slightly different. Therefore, the influence of light sources is also important for the visual appeal of lipstick.
[0004] In addition, due to the inherent visual gender differences between men and women, as well as the different perception dimensions of sexual attraction between the same sex and the opposite sex, the necessity of conducting separate studies on different genders is highlighted.
[0005] In summary, it is of great significance to scientifically and rationally design a lipstick attractiveness prediction method for gender, color and light source. Summary of the invention
[0006] The purpose of the present invention is to solve the problems described in the background technology and to propose a method and system for predicting the sexual attractiveness of lipstick based on gender, color system, and light source correlated color temperature.
[0007] The technical solution of the present invention is to provide a method for predicting the sexual attractiveness of lipstick based on gender, color system, and light source correlated color temperature, comprising the following steps:
[0008] Step 1, measuring the spectral reflectance of the lipstick color to be displayed;
[0009] Step 2, calculating the hue angle h of the lipstick to be displayed under the D65 standard light source in the uniform color space L;
[0010] Step 3, judging whether the hue angle h of the lipstick to be displayed is within the hue angle range applicable to the present invention, that is, judging whether h1≤h≤h2 is established. If not, the present invention is not applicable. If yes, proceed to the next step;
[0011] Step 4, measuring the correlated color temperature CCT of the light source to be used;
[0012] Step 5, judging whether the correlated color temperature CCT of the light source to be used is within the correlated color temperature range applicable to the present invention, that is, judging whether CCT1≤CCT≤CCT2 is established. If not, the present invention is not applicable. If so, proceed to the next step.
[0013] Step 6, input the hue angle information of the lipstick to be displayed in step 2 and the relevant color temperature information of the light source to be used in step 4 into the lipstick sexual attractiveness prediction quantitative models M1, M2 and M3 constructed by the present invention, and obtain the estimated values of sexual attractiveness suitable for men, women and the general population respectively, thereby realizing the prediction of lipstick sexual attractiveness under the interaction of gender, color system and light source.
[0014] M1 is the male sexual attractiveness estimation model, which is as follows:
[0015]
[0016] p1=5.914×10 -1
[0017] p2=4.891×10 -1
[0018] p3=3.288×10 -1
[0019] p4=3.139×10 -1
[0020] Wherein, M1 is the sex attractiveness estimation value suitable for men, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used.
[0021] M2 is a model for estimating female sexual attractiveness, which is as follows:
[0022]
[0023] p1=5.507
[0024] p2=-5.542×10 1
[0025] p3=-3.697×10 5
[0026] Wherein, M2 is the estimated value of female sexual attractiveness, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used.
[0027] M3 is the overall attractiveness estimation model, the specific form is as follows:
[0028]
[0029] p1=4.636
[0030] p2=-1.742×10 6
[0031] p3=6.041×10 -4
[0032] Wherein, M3 is the overall sexual attractiveness estimation value, which is applicable to both men and women, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used.
[0033] Furthermore, in step 1, the spectral reflectance of the lipstick to be displayed is measured using information of the 400nm-700nm band.
[0034] Moreover, in step 2, the uniform color space L adopts the CAM16-UCS uniform color space.
[0035] Furthermore, in step 3, h1 = 12.0°, h2 = 26.5°.
[0036] Furthermore, in step 5, CCT1=2500k, CCT2=6500k.
[0037] The present invention also provides a lipstick attractiveness prediction system based on gender, color system, and light source correlated color temperature, comprising the following modules:
[0038] A reflectance acquisition module for the lipstick to be displayed, used to measure the spectral reflectance of the lipstick to be displayed;
[0039] A hue angle calculation module for the lipstick color to be displayed, used to calculate the hue angle h of the lipstick to be displayed under the D65 standard light source in the uniform color space L;
[0040] A hue angle range judgment module is used to judge whether the hue angle h of the lipstick to be displayed is within the hue angle range applicable to the present invention, that is, to judge whether h1≤h≤h2 is established. If not, the present invention is not applicable;
[0041] A correlated color temperature information acquisition module for the light source to be used, used to measure the correlated color temperature of the light source to be used;
[0042] The correlated color temperature range judgment module is used to judge whether the correlated color temperature CCT of the light source to be used is within the correlated color temperature range applicable to the present invention, that is, to judge whether CCT1≤CCT≤CCT2 is established. If not, the present invention is not applicable.
[0043] The lipstick sex appeal prediction module is used to use the three lipstick sex appeal prediction estimation models constructed by the present invention to predict the sex appeal of the lipstick to be displayed and the light source to be used for men, women, and the general population, respectively, and to measure the quantitative estimation value of the sex appeal of the lipstick and the light source under interaction according to the output results. The implementation method is to input the hue angle information of the lipstick to be displayed and the relevant color temperature information of the light source to be used into the three lipstick sex appeal prediction estimation models constructed by the present invention, obtain the corresponding estimation value through the sex appeal prediction estimation model, and realize the prediction of the sex appeal of the lipstick under the interaction of gender, color system, and light source.
[0044] M1 is the male sexual attractiveness estimation model, which is as follows:
[0045]
[0046] p1=5.914×10 -1
[0047] p2=4.891×10 -1
[0048] p3=3.288×10 -1
[0049] p4=3.139×10 -1
[0050] Wherein, M1 is the sex attractiveness estimation value applicable to men, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used;
[0051] M2 is a model for estimating female sexual attractiveness, which is as follows:
[0052]
[0053] p1=5.507
[0054] p2=-5.542×10 1
[0055] p3=-3.697×10 5
[0056] Where M2 is the estimated value of female sexual attractiveness, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used;
[0057] M3 is the overall attractiveness estimation model, the specific form is as follows:
[0058]
[0059] p1=4.636
[0060] p2=-1.742×10 6
[0061] p3=6.041×10 -4
[0062] Among them, M3 is the overall sexual attractiveness estimation value, which is applicable to both men and women, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used. Moreover, in the reflectance acquisition module of the lipstick to be displayed, the spectral reflectance of the lipstick to be displayed is measured using the 400nm-700nm band information.
[0063] Moreover, in the lipstick color phase angle calculation module to be displayed, the uniform color space L adopts the CAM16-UCS uniform color space.
[0064] Moreover, in the hue angle range judgment module, h1 = 12.0°, h2 = 26.5°.
[0065] Moreover, in the correlated color temperature range judgment module, CCT1=2500k, CCT2=6500k.
[0066] Compared with the prior art, the present invention has the following beneficial effects:
[0067] The present invention proposes a lipstick sexual attractiveness prediction method based on gender, color system, and light source correlated color temperature. It relies on the color characteristics of the lipstick to be displayed and the correlated color temperature index of the light source, and uses three sexual attractiveness prediction and estimation models as a means to achieve a comprehensive and accurate prediction and evaluation of the sexual attractiveness of the lipstick to be displayed under the interaction of gender, color system, and light source, thereby providing a comprehensive and targeted sexual attractiveness prediction scheme for the field. BRIEF DESCRIPTION OF THE DRAWINGS
[0068] Figure 1is a flow chart of an embodiment of the present invention. DETAILED DESCRIPTION
[0069] In conjunction with the accompanying drawings, a detailed description of the embodiments of the present invention is provided as follows.
[0070] like Figure 1 The illustrated embodiment provides a lipstick attractiveness prediction method based on gender, color scheme, and light source correlated color temperature. It relies on the color characteristics of the lipstick to be displayed and the correlated color temperature index of the light source, and uses three attractiveness prediction estimation models as a means to achieve a comprehensive and accurate prediction and evaluation of the attractiveness of the lipstick to be displayed under the interaction of gender, color scheme, and light source.
[0071] The embodiment uses 5 LED light sources with different correlated color temperatures as the light sources to be used: their correlated color temperatures are 2500K, 3500K, 4500K, 5500K and 6500K respectively; 3 popular lipstick colors on the market are used as the lipstick colors to be displayed, which belong to the red color system, orange color system and bean paste color system respectively; the results of psychophysical experiments are used as the basis for model verification, and the accuracy of the lipstick attractiveness prediction method based on gender, color system and light source correlated color temperature proposed in this paper is explained. It should be noted that the present invention is not limited to the above light sources and lipsticks, and this method is also applicable to other LED light sources or other color systems.
[0072] When the technical solution of the present invention is specifically implemented, those skilled in the art can use computer software technology to achieve automatic operation. The method flow provided in the embodiment includes the following steps:
[0073] 1) Measure the spectral reflectance of the lipstick to be displayed, using the 400nm-700nm band information;
[0074] In the embodiment, three popular lipstick colors are used as the lipstick colors to be displayed, and the spectral reflectance of the lipstick to be displayed is obtained by multispectral reflectance reconstruction. For the relevant introduction and specific implementation of multispectral reflectance reconstruction, please refer to: Liang Jinxing, Wan Xiaoxia. Research on spectral reconstruction of single RGB image of color digital camera [J]. Acta Optica Sinica, 2017, 37(9): 363-370. This invention will not be elaborated in detail.
[0075] 2) Calculate the hue angle h of the lipstick to be displayed under the D65 standard light source in the uniform color space L;
[0076] In the embodiment, the CAM16-UCS color space is used to calculate the hue angle h of the lipstick to be displayed under the D65 standard light source. The specific method of calculating the hue angle h in the CAM16-UCS color space can be found in Li C, Li Z, Wang Z, et al. Comprehensive color solutions: CAM16, CAT16, and CAM16-UCS [J]. Color Research & Application, 2017, 42 (6): 703-718. The present invention will not elaborate on this.
[0077] 3) Determine whether the hue angle h of the lipstick to be displayed is within the hue angle range applicable to the present invention, that is, determine whether h1≤h≤h2 is established. If not, the present invention is not applicable. If yes, proceed to the next step:
[0078] In the embodiment, h1 = 12.0°, h2 = 26.5°.
[0079] 4) measuring the correlated color temperature of the light source to be used;
[0080] In the embodiment, an illuminometer is used to measure the correlated color temperatures of five different light sources, which are: 2500K, 3500K, 4500K, 5500K, and 6500K.
[0081] 5) Determine whether the correlated color temperature CCT of the light source to be used is within the correlated color temperature range applicable to the present invention, that is, determine whether CCT1≤CCT≤CCT2 is established. If not, the present invention is not applicable. If established, proceed to the next step:
[0082] In the embodiment, CCT1=2500K, CCT2=6500K.
[0083] 6) The hue angle information of the lipstick to be displayed and the relevant color temperature information of the light source to be used obtained in 2) and 4) are input into three quantitative models M1, M2 and M3 constructed by the present invention for predicting the sexual attractiveness of lipstick for different groups of people, and the sexual attractiveness predictions suitable for men, women and the whole population are obtained respectively, thereby realizing the prediction of the sexual attractiveness of lipstick under the interaction of gender, color system and light source.
[0084] M1 is the male sexual attractiveness estimation model, which is as follows:
[0085]
[0086] p1=5.914×10 -1
[0087] p2=4.891×10 -1
[0088] p3=3.288×10 -1
[0089] p4=3.139×10 -1
[0090] Wherein, M1 is the estimated value of male sexual attractiveness, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used.
[0091] M2 is a model for estimating female sexual attractiveness, which is as follows:
[0092]
[0093] p1=5.507
[0094] p2=-5.542×10 1
[0095] p3=-3.697×10 5
[0096] Wherein, M2 is the estimated value of female sexual attractiveness, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used.
[0097] M3 is the overall attractiveness estimation model, the specific form is as follows:
[0098]
[0099] p1=4.636
[0100] p2=-1.742×10 6
[0101] p3=6.041×10 -4
[0102] Wherein, M3 is the overall sexual attractiveness estimation value, which is applicable to both men and women, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used.
[0103] In order to further confirm the technical advantages of the method of the present invention in predicting the sexual attractiveness of lipstick, a psychophysical experiment was used to calculate the PEARSON correlation coefficient between the sexual attractiveness of lipstick colors for men, women and the general population obtained from the psychophysical experiment and the three types of lipstick sexual attractiveness prediction estimates M1, M2, and M3 in 6). The specific implementation is: using the above 5 types of light sources to be used as experimental light sources and the above 3 popular lipstick colors as experimental objects, a psychophysical experiment was carried out, and the specific experimental method is as follows:
[0104] 1) The experiment was conducted in a dark room, with a gray background cloth around the experimental area. The three popular lipstick colors mentioned above were used as experimental objects, and a female was used as an experimental model. During the experiment, the lipstick was applied to the lips to simulate the real use scenario of lipstick. At the same time, the model wore an eye mask throughout the experiment to cover other facial features as much as possible to avoid interference. Two intelligent LED light sources were respectively at a 45° angle to the central axis of the experimenter to evenly illuminate his face. Each light box was equipped with light-emitting hardware on the top to generate the specified experimental light source. The observer can move freely in the specified area of the experiment, so as to comprehensively and carefully observe the color of the model's lips after applying lipstick.
[0105] 2) During the experiment, the experimenter will change the model's lipstick color and the correlated color temperature of the experimental light source in a specified order. The observer needs to record the evaluation of the model's lip color in each experimental scene in the experimental record sheet according to the evaluation rules specified in the experiment. The evaluation rules are as follows:
[0106] The seven-level evaluation is used, with 1 for very unattractive and 7 for very attractive. The larger the number, the higher the degree of sexual attraction. After the observer observes the lipstick color of the experimenter for a period of time, the observer can make a corresponding score. At the same time, other experimenters will continue to remind the observer to pay attention to the lipstick color of the model's lips as much as possible and eliminate the interference of other facial features.
[0107] 3) A total of 60 observers were selected for the experiment, with a male-female ratio of 1:1, and all had normal vision. Before each experiment, the experimenter will introduce the experimental situation orally. During the experiment, the observer observed the lipstick color of the model's lips under the corresponding light source and made a sexual attractiveness evaluation, and then closed his eyes until the experimenter changed the next set of lipstick colors and experimental light sources. The observer observed again for a period of time and made a sexual attractiveness evaluation, and repeated this step until the last set of experimental scenes. A total of 5 (light source) * 3 (lipstick color) = 15 sets of experimental scenes.
[0108] 4) After the experiment, the sexual attractiveness evaluation scores of all observers for the lipstick color are counted to calculate the PEARSON correlation coefficient between the subjective evaluation value and the lipstick sexual attractiveness prediction estimate constructed by the present invention. The experimental results are shown in Table 1 below, where a larger value indicates a higher sexual attractiveness score of the lipstick on the lips under the lipstick-light source combination.
[0109] Table 1 Experimental results of observers’ subjective evaluation of sexual attractiveness
[0110]
[0111] Through the above psychophysical experiment, the subjective evaluation values of sexual attractiveness of different gender observers for different light sources and lipstick color combinations can be obtained, and the PEARSON correlation coefficients between the subjective evaluation values and the three types of lipstick sexual attractiveness prediction estimates M1, M2 and M3 constructed by the present invention are further calculated, as shown in the following Table 2. The results show that the correlation coefficients between the subjective evaluation values and the model estimation values are all above 0.9, proving that the lipstick sexual attractiveness prediction models based on gender, color system and light source correlated color temperature constructed by the present invention have extremely high accuracy, and further proving that the method of the present invention has a strong technical advantage in predicting the sexual attractiveness of lipsticks.
[0112] Table 2 Correlation coefficients between subjective evaluation values and model estimated values
[0113] PEARSON correlation coefficient <![CDATA[M1: Male sexual attraction]]> 0.907 <![CDATA[M2: Female sexual attraction]]> 0.908 <![CDATA[M3: Overall attractiveness]]> 0.953
[0114] The present invention also provides a lipstick attractiveness prediction system based on gender, color system, and light source correlated color temperature, comprising the following modules:
[0115] A reflectance acquisition module for the lipstick to be displayed, used to measure the spectral reflectance of the lipstick to be displayed;
[0116] A hue angle calculation module for the lipstick color to be displayed, used to calculate the hue angle h of the lipstick to be displayed under the D65 standard light source in the uniform color space L;
[0117] A hue angle range judgment module is used to judge whether the hue angle h of the lipstick to be displayed is within the hue angle range applicable to the present invention, that is, to judge whether h1≤h≤h2 is established. If not, the present invention is not applicable;
[0118] A correlated color temperature acquisition module for the light source to be used, used to measure the correlated color temperature CCT of the light source to be used;
[0119] A correlated color temperature range judgment module, used to judge whether the correlated color temperature CCT of the light source to be used is within the correlated color temperature range applicable to the present invention, that is, to judge whether CCT1≤CCT≤CCT2 is established. If not, the present invention is not applicable;
[0120] The lipstick sex appeal prediction module is used to use the three sex appeal prediction estimation models for different groups of people constructed by the present invention to predict sex appeal under the combination of lipstick color system and light source correlated color temperature with interaction, and to quantitatively estimate the sex appeal of the lipstick color according to the output result. The implementation method is to input the hue angle information of the lipstick to be displayed and the correlated color temperature of the light source to be used into the three sex appeal prediction estimation models constructed by the present invention, obtain the corresponding estimation value through the sex appeal prediction estimation model, and realize the sex appeal prediction of the lipstick under the interaction of gender, color system and light source.
[0121] M1 is the male sexual attractiveness estimation model, which is as follows:
[0122]
[0123] p1=5.914×10 -1
[0124] p2=4.891×10 -1
[0125] p3=3.288×10 -1
[0126] p4=3.139×10 -1
[0127] Wherein, M1 is the sex attractiveness estimation value applicable to men, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used;
[0128] M2 is a model for estimating female sexual attractiveness, which is as follows:
[0129]
[0130] p1=5.507
[0131] p2=-5.542×10 1
[0132] p3=-3.697×10 5
[0133] Where M2 is the estimated value of female sexual attractiveness, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used;
[0134] M3 is the overall attractiveness estimation model, the specific form is as follows:
[0135]
[0136] p1=4.636
[0137] p2=-1.742×10 6
[0138] p3=6.041×10 -4
[0139] Among them, M3 is the overall sexual attractiveness estimation value, which is applicable to both men and women, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used. Moreover, in the reflectance acquisition module of the lipstick to be displayed, the spectral reflectance of the lipstick to be displayed is measured using the 400nm-700nm band information.
[0140] Moreover, in the lipstick color phase angle calculation module to be displayed, the uniform color space L adopts the CAM16-UCS uniform color space.
[0141] Moreover, in the hue angle range judgment module, h1 = 12.0°, h2 = 26.5°.
[0142] Moreover, in the correlated color temperature range determination module of the light source to be used, CCT1=2500k, CCT2=6500k.
[0143] The specific implementation of each module corresponds to each step, which will not be described in detail in the present invention.
[0144] The specific embodiments described herein are merely examples of the spirit of the present invention. Those skilled in the art may make various modifications or additions to the specific embodiments described or replace them in similar ways, but they will not deviate from the spirit of the present invention or exceed the scope defined by the appended claims.
Claims
1. A method for predicting the sexual attractiveness of lipstick, characterized in that: The following steps are involved: Step 1, measuring the spectral reflectance of the lipstick to be displayed; Step 2, calculating the hue angle h of the lipstick to be displayed under the D65 standard light source in the uniform color space L; Step 3, judging whether the hue angle h of the lipstick to be displayed is within the set hue angle range, that is, judging whether h1≤h≤h2 is established, if not, exit, if yes, proceed to the next step; Step 4, measuring the correlated color temperature of the light source to be used; Step 5, judging whether the correlated color temperature CCT of the light source to be used is within the set correlated color temperature range, that is, judging whether CCT1≤CCT≤CCT2 is established, if not, exiting, if established, proceeding to the next step; Step 6, inputting the hue angle information of the lipstick to be displayed in step 2 and the relevant color temperature information of the light source to be used in step 4 into three constructed quantitative models M1, M2 and M3 for predicting the sexual attractiveness of lipstick for different groups of people, respectively obtaining the predicted estimated values of the sexual attractiveness of lipstick for males, females and the general population, and realizing the prediction of the sexual attractiveness of lipstick under the interaction of gender, color system and light source; M1 is the male sexual attractiveness estimation model, which is as follows: p1=5.914×10 -1 p2=4.891×10 -1 p3=3.288×10 -1 p4=3.139×10 -1 Wherein, M1 is the estimated value of sexual attractiveness applicable to men, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used; M2 is a model for estimating female sexual attractiveness, which is as follows: p1=5.507 p2=-5.542×10 1 p3=-3.697×10 5 Where M2 is the estimated value of female sexual attractiveness, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used; M3 is the overall attractiveness estimation model, the specific form is as follows: p1=4.636 p2=-1.742×10 6 p3=6.041×10- 4 Wherein, M3 is the overall sexual attractiveness estimation value, which is applicable to both men and women, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used.
2. A method for predicting lipstick sexual attractiveness according to claim 1, characterized in that: In step 1, the spectral reflectance of the lipstick to be displayed is measured using the 400nm-700nm band information.
3. A method for predicting the sexual attractiveness of lipstick according to claim 1, characterized in that: In step 2, the uniform color space L adopts the CAM16-UCS uniform color space.
4. A method for predicting lipstick sexual attractiveness according to claim 1, characterized in that: In step 3, h1 = 12.0°, h2 = 26.5°.
5. A method for predicting the sexual attractiveness of lipstick according to claim 1, characterized in that: In step 5, CCT1=2500k, CCT2=6500k.
6. A lipstick attractiveness prediction system, characterized in that: Includes the following modules: A reflectance acquisition module for the lipstick to be displayed, used to measure the spectral reflectance of the lipstick to be displayed; A hue angle calculation module for the lipstick color to be displayed, used to calculate the hue angle h of the lipstick to be displayed under the D65 standard light source in the uniform color space L; The hue angle range judgment module is used to judge whether the hue angle h of the lipstick to be displayed is within the set hue angle range, that is, to judge whether h1≤h≤h2 is established, and exit if not; A correlated color temperature information acquisition module for the light source to be used, used to measure the correlated color temperature CCT of the light source to be used; The correlated color temperature range judgment module of the light source to be used is used to judge whether the correlated color temperature CCT of the light source to be used is within the set correlated color temperature range, that is, to judge whether CCT1≤CCT≤CCT2 is established, and exit if not; A lipstick sex appeal prediction module is used to use three constructed lipstick sex appeal prediction estimation models to predict the sex appeal of the lipstick to be displayed and the light source to be used for men, women, and the general population, respectively, and to measure the quantitative estimation value of the sex appeal of the lipstick and the light source under interaction according to the output results; the implementation method is to input the hue angle information of the lipstick to be displayed and the relevant color temperature information of the light source to be used into the three lipstick sex appeal prediction estimation models constructed by the present invention, obtain the corresponding estimation value through the sex appeal prediction estimation model, and realize the prediction of the sex appeal of the lipstick under the interaction of gender, color system, and light source; M1 is the male sexual attractiveness estimation model, which is as follows: p1=5.914×10 -1 p2=4.891×10 -1 p3=3.288×10 -1 p4=3.139×10 -1 Wherein, M1 is the estimated value of sexual attractiveness applicable to men, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used; M2 is a model for estimating female sexual attractiveness, which is as follows: p1=5.507 p2=-5.542×10 1 p3=-3.697×10 5 Where M2 is the estimated value of female sexual attractiveness, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used; M3 is the overall attractiveness estimation model, the specific form is as follows: p1=4.636 p2=-1.742×10 6 p3=6.041×10 -4 Wherein, M3 is the overall sexual attractiveness estimation value, which is applicable to both men and women, h is the hue angle of the lipstick to be displayed under the D65 light source in the uniform color space L, and CCT is the correlated color temperature of the light source to be used.
7. A lipstick sex appeal prediction system according to claim 6, characterized in that: In the reflectance acquisition module of the lipstick to be displayed, the spectral reflectance of the lipstick to be displayed is measured using 400nm-700nm band information.
8. A lipstick sex appeal prediction system according to claim 6, characterized in that: In the lipstick color phase angle calculation module to be displayed, the uniform color space L adopts the CAM16-UCS uniform color space.
9. A lipstick sex appeal prediction system according to claim 6, characterized in that: In the hue angle range judgment module, h1 = 12.0°, h2 = 26.5°.
10. A lipstick sex appeal prediction system according to claim 6, characterized in that: In the correlated color temperature range judgment module, CCT1=2500k, CCT2=6500k.
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