CN111402427A - Virtual fitting system and method thereof - Google Patents
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Abstract
The invention discloses a virtual fitting system and a method thereof, wherein the virtual fitting system comprises a portrait simulation module, a clothing image acquisition module, a dynamic background acquisition module, a network connection module and a virtual fitting module, and the virtual fitting module is respectively connected with the portrait simulation module, the clothing image acquisition module, the dynamic background acquisition module and the network connection module. The virtual fitting method comprises the following steps of a, establishing a portrait simulation model; b. acquiring a clothing image; c. acquiring a dynamic background; d. combining the clothes image with the portrait simulation model to form a portrait wearing model, wherein the portrait wearing model is presented in a dynamic background; e. and switching at most two of the portrait simulation model, the clothing image and the dynamic background for matching. The virtual fitting system and the method thereof have the characteristics of intelligent virtual fitting, intelligent screening, dynamic mirror image simulation, realistic fitting experience and intelligent positioning of the size of the clothes.
Description
Technical Field
The invention relates to the field of dress simulation fitting, in particular to a virtual fitting system and a method thereof.
Background
The existing virtual fitting mirror has no dynamically changing background and no three-dimensional background substitution, and particularly for attendees in various specific occasions such as a host, a walk-show model, a speaker and the like, the attendants cannot experience the scene feeling when trying on clothes, and the appropriate clothes are difficult to perceive; in collective performance, dynamic background insertion can analyze whether the clothes of the self role are proper or not, on the other hand, in the group actors requiring uniform clothes sizes, people who are suitable for coming out can be screened out, and in the group requiring uniform clothes styles or styles, the sizes of every person who fits can be quickly positioned. The existing virtual fitting mirror focuses on the visual effect of the appearance of the clothing, and the problems that the size standards produced by different manufacturers are inconsistent, the statures of each person are inconsistent, and whether the person fits in the clothing actually or not are not considered. The clothes are selected to be matched in the travel occasions such as offices, meeting rooms, houses, the open air, playgrounds, gymnasiums, evening meetings, collective performances and the like, the clothes are not arranged according to the travel, and the difference or the view according to the individual is not considered.
Disclosure of Invention
In order to overcome the defects of the background art, the invention provides a virtual fitting system and a method thereof.
In order to achieve the purpose, the invention adopts the technical scheme that: a virtual fitting system comprises a portrait simulation module, a clothing image acquisition module, a dynamic background acquisition module, a network connection module and a virtual fitting module, wherein the virtual fitting module is respectively connected with the portrait simulation module, the clothing image acquisition module, the dynamic background acquisition module and the network connection module.
Furthermore, the dress image acquisition module is provided with a dress database, and the virtual fitting module is provided with a matching and screening unit and a dress person-answering unit.
Furthermore, the dress image acquisition module is provided with a dress database, and the virtual fitting module is provided with a matching and screening unit and a dress scene unit.
Further, the virtual fitting module is provided with a mirror image action unit and a fitting measurement unit.
Furthermore, the dynamic background acquisition module is provided with a background database and an external storage medium input interface.
A virtual fitting method associated with any of the above, comprising the steps of:
a. establishing a portrait simulation model;
b. acquiring a clothing image;
c. acquiring a dynamic background;
d. combining the clothes image with the portrait simulation model to form a portrait wearing model, wherein the portrait wearing model is presented in a dynamic background;
e. and switching at most two of the portrait simulation model, the clothing image and the dynamic background for matching.
Furthermore, the step e specifically includes setting a matched screening condition, switching the clothing image or/and the dynamic background of the portrait simulation model, and searching out the clothing matching set meeting the screening condition from a clothing database preset by the clothing image acquisition module and/or the internet.
Furthermore, the step e specifically includes setting a matched screening condition, switching the clothing image or/and portrait simulation model under a dynamic background, and searching out a clothing matching set meeting the screening condition from a clothing database preset by the clothing image acquisition module and/or the internet.
Furthermore, the portrait wearing model at least comprises a portrait wearing model mirror image external action three-dimensional display wearing effect in a dynamic background, and can display a prompt related to the fitting degree.
Further, the step c may specifically provide the dynamic background through at least one of uploading via external storage, calling from a background database preset by the dynamic background acquisition module, and linking to the internet.
The invention has the beneficial effects that: establishing a portrait simulation model through an intelligent algorithm to perform virtual fitting, calculating and analyzing the fitting degree of the limb body surface and the clothes, and whether the length of the limb part covered by the clothes fits or not, and positioning the clothes with fitting sizes; matched screening conditions can be set, and different clothes screening can be carried out according to the user groups and the use requirements; the user can be simulated to try on clothes just before the fitting mirror surface, and the virtual dressing effect can be displayed dynamically and in a mirror image mode; the dynamic background can be designed or uploaded by the user, and can be switched according to personal requirements, so that fitting experience is personally on the scene, and the fitting scene of the user is enhanced; the portrait dressing model can be displayed in all directions and movably displayed in a dynamic background, and both can realize two-dimensional or three-dimensional dynamic demonstration, so that the scene feeling of fitting of a user is enhanced, and the fitting experience is more vivid.
Drawings
Fig. 1 is a flow chart of a virtual fitting method.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
In addition, the technical features involved in the embodiments of the present invention described below may be combined with each other as long as they do not conflict with each other.
As shown in fig. 1, a virtual fitting system and a method thereof, the virtual fitting system comprises a portrait simulation module, a clothing image acquisition module, a dynamic background acquisition module, a network connection module and a virtual fitting module, the virtual fitting module is respectively connected with the portrait simulation module, the clothing image acquisition module, the dynamic background acquisition module and the network connection module; the virtual fitting method comprises the following steps:
a. establishing a portrait simulation model, in one embodiment, measuring height, weight and body fat and combining a related algorithm to simulate a body model, generating a face appearance, a hair style and a limb proportion by analyzing and processing one or more user photos, distinguishing age and sex according to the face appearance and the hair style, correspondingly modifying the limb specification (related to head, eyes, nose, face, neck, hands, elbows, arms, body, crotch, waist, hip, legs, feet and the like, such as shoulder width, hand length, leg length, chest circumference, waist circumference, hip circumference and the like) of the body model according to the limb proportion of the user photos, and automatically inputting the limb specification and sex age of a user to form the body simulation model, and establishing the portrait simulation model by combining the body simulation model and the hair style; in another embodiment, the body specification is measured by corresponding measuring equipment one by one, and the body specification of the user is input according to the measuring data, and then the body simulation model is generated through simulation.
b. And acquiring a clothing three-dimensional image, acquiring a corresponding clothing three-dimensional image from the Internet or automatically manufacturing the clothing three-dimensional image by analyzing and processing one or more clothing photos, and storing the clothing three-dimensional image in a clothing database. The system can access the portrait simulation model of the user and the internet, and perform big data analysis based on one or more of the following factors: the user age, the user limb specification, the user location, the user income, the user preference, the user purchase history, the user browsing history, the user specified preference, the manufacturer or brand of the user preference, the user preferred shopping website, the acceptable price interval, the clothing material, the user clothing purchase interval time and the like, which clothing can be automatically obtained without user intervention, then the clothing stereo image is combined with the portrait simulation model, and finally the portrait dressing model movie is automatically sent or provided to the user in other modes, so that the user can make a selection, for example, the user can know the preferred clothing brand new information and timely buy in the first time. In one embodiment, a two-dimensional image of the garment may be collected, and a two-dimensional portrait simulation model may be formed accordingly.
c. And acquiring a dynamic background, downloading the dynamic background from a network resource by analyzing and processing one or more sections of dynamic videos as the dynamic background, and storing the dynamic background into a background database. In one embodiment, the dynamic background is a two-dimensional dynamic background; in another embodiment, the dynamic background is a three-dimensional dynamic background.
d. The three-dimensional clothes image and the portrait simulation model are combined to form a portrait wearing model, the portrait wearing model is presented in a dynamic background, and the presentation means that the portrait wearing model can show the wearing effect in any dynamic background of an office, a meeting room, a home, the outdoors, a playground, a gymnasium, a evening and the like. In one embodiment, each piece of apparel forms a portrait fit model that can be automatically labeled as fit and standard scores, fit effect maps, fit locations, etc. where the data can be accessed after storage and the corresponding apparel can be retrieved using the parameters. When a person user tries on clothes, the current clothes are shot, the clothes are identified through image search, and the portrait dressing model analyzed by the system before is realized.
e. Switching a portrait simulation model, a clothes three-dimensional image and a dynamic background to match at most two, and determining whether the clothes are reasonably matched in the aspects of color, style, body type and the like by self-feeling of a user, for example, whether the coat and the trousers have aesthetic feeling and consistency, and the suit should be matched with the suit trousers instead of the sport trousers; whether the clothes are coordinated with the style of the user or not is determined by self-feeling, for example, clothes of young people tend to be bright in color, clothes of old people tend to be dark, people like fashion, and people like steady; whether the costume and the travel occasion should be looked at or not according to self-feeling, for example, a playground should be matched with a sportswear instead of a dress, and a banquet is matched with a dress instead of a sportswear; by self-observing whether the dress and the user dress are fit or not.
Furthermore, the virtual fitting module is provided with a matching screening unit and a clothing person-answering unit, the clothing person-answering unit can automatically analyze whether the clothing is coordinated with the style of the user, and a clothing database is preset in the clothing image acquisition module. According to the arrangement of the clothes, the step e specifically comprises the steps of setting matched screening conditions, setting the dynamic background into an office, a meeting room, a gymnasium and a house, the clothing stereo image and the dynamic background of the current portrait simulation model are switched, the clothing style of each trip occasion can be defined according to personal preference by searching out the clothing matching set which is suitable for being worn in offices, meeting rooms, gymnasiums and households and is coordinated with the current portrait simulation model from a clothing database and/or the internet preset by a clothing image acquisition module, the clothing matching effect in the dynamic background can be automatically selected and switched to be checked, one or more sets of clothing effects are finally confirmed by inputting limiting elements, and the clothing arrangement of one day journey is solved, the method can be suitable for users with the requirement of arranging clothes, and can also be used for purchasing clothes on line and off line to perform virtual fitting. In an embodiment, the celebration for hosting the festival, the step e specifically includes setting matched screening conditions, the screening conditions set the portrait role as the presenter, the hosting style as the festival and the festival as the spring festival, switching the clothes three-dimensional image of the current portrait simulation model, searching out a clothes matching set which is suitable for hosting the spring festival program and the festival clothes and is coordinated with the portrait simulation model in a clothes database and/or the internet preset by a clothes image acquisition module, defining the clothes style of a travel occasion according to personal preference, automatically selecting clothes matching and switching to view the clothes effect in the dynamic background, inputting restriction elements to finally confirm one or more sets, and being suitable for users who have special occasion requirements such as hosting programs, speeches, singing and the like. In another embodiment, after the dress collocation set meeting the conditions is searched in a dress database preset by the dress image acquisition module and/or the internet, the dynamic background of the current portrait simulation model is switched, the field simulation with different angles and dimensions is carried out on the two-dimensional dynamic background and the three-dimensional dynamic background, and whether the dress collocation is proper or not is confirmed again.
Furthermore, the virtual fitting module is provided with a matching screening unit and a clothing scene response unit, the clothing scene response unit can automatically analyze whether the clothing and the travel occasion are scene response, and the clothing image acquisition module is preset with a clothing database. The stereoscopic images of the clothes under the current dynamic background are switched, and the method is the same as the example of the festival celebration. In one embodiment, the costume is selected by the actors who play the small products, the step e specifically includes that matched screening conditions can be set, the screening conditions set actor roles and performance costumes according to script requirements, each actor generates a portrait simulation model, the portrait simulation model and the decoration stereo image are switched under the current dynamic background, the wearing and matching set meeting the actor roles is searched out in a costume database preset by a costume image acquisition module and/or the internet, and the costume is analyzed by combining the body specification and the face appearance characteristics of the portrait simulation model: the optional recommendation set of which actor fits the dress of which size and which character plays is suitable for collective performances such as company annual meeting, school celebration performance and the like. In another embodiment, after a dress matching set meeting the roles of actors is searched in a dress database preset by a dress image acquisition module and/or the Internet, if the dress matching set is required to be uniform in size, the portrait simulation models of the actors in a group are switched under the current dynamic background, and people suitable for coming out can be screened out; if the wearing assembly is in a condition that the style or style of the garment is required to be unified, the size of each group actor fitting can be quickly positioned.
Furthermore, the virtual fitting module is provided with a matching screening unit, a clothing corresponding person unit and a clothing corresponding scene unit, the clothing image acquisition module is provided with a clothing database, the step e specifically comprises the steps of setting matched screening conditions, switching clothing three-dimensional images of the current portrait simulation model, or clothing three-dimensional images and dynamic backgrounds, or portrait simulation models and clothing three-dimensional images, and searching out clothing matching sets meeting the screening conditions in the clothing database preset by the clothing image acquisition module and/or the internet. In one embodiment, the setting of the screening condition is realized by applying machine learning, and the intelligent matching is performed on a database or a network according to the set screening condition to find the content meeting the screening condition.
Furthermore, the virtual fitting module is provided with a mirror image action unit and a fitting measurement unit, the fitting measurement unit performs comparison analysis according to the limb specification of the portrait simulation model and the size of the three-dimensional image of the clothing, the fitting distance (such as chest circumference, waist circumference, hip circumference and the like) between the clothing and the body surface and the length difference (such as shoulder width, clothing length, sleeve length, trousers length and the like) between the limb part and the corresponding part of the clothing are calculated on the portrait wearing model, and whether the clothing and the user wearing the clothing fit can be automatically analyzed. In one embodiment, the portrait wearing model is presented in the dynamic background, which means that the portrait wearing model can mirror the actions of the user, the fitting effect of the three-dimensional display dress and the body surface and the covering effect of the corresponding parts of the limb parts and the dress are calculated, the fitting distance and the length difference are calculated, the corresponding parts of the limb can be displayed in a flickering mode, and at least one fitting degree prompt of fitting, loose fitting, tight fitting, body shaping, overlong size and the like is given. In another embodiment, the portrait wearing model is presented in a dynamic background, which may further mean that the portrait wearing model can move position and swing limbs in the dynamic background according to the setting conditions, such as imitating walking show, dancing and the like, and the portrait wearing model imitates the relevant gait and posture behaviors of model walking show, dancing of dancers and the like in the dynamic background.
In one embodiment, the system may prompt the user to select a garment having a certain comfort and/or feel, which may be derived from other user evaluations, or from the user's own self-perception. In another embodiment, the system may allow the user to select the feel of the apparel (e.g., soft, normal, rough, etc.), the fit (e.g., fit, loose, tight, fit, over-long, under-short, etc.), and the comfort, which refers to the combined experience of the feel and fit.
Furthermore, the dynamic background acquisition module is provided with a background database and an external storage medium input interface. And c, when shooting the mementos and shopping online, the physical store and the network resources do not have the dynamic background wanted by the user, and the step c specifically comprises the steps of uploading the dynamic background from an external storage medium input interface through the user and then selecting clothes to fit. In an embodiment, the step c is to specifically call the dynamic background from a background database preset by the dynamic background acquisition module, so that the personal user can set the background database according to wearing requirements, and the merchant can set the background database according to selling points. In another embodiment, the step c is to link internet to obtain dynamic background, and realize multi-scenario fitting through resource sharing among individual users, between businesses, and between individual users and businesses.
In one embodiment, a virtual fitting system includes: the virtual fitting module is mobile phone virtual fitting application software, can wrap virtual clothes on the portrait simulation model and set a dynamic background, and intelligently screens clothes meeting conditions by switching the portrait simulation model, the clothes three-dimensional image and the dynamic background to match at most two types; the portrait simulation module comprises a height and body fat scale, a flexible rule, a mobile phone camera and a portrait simulation program, measures the height, the weight and the body fat of the human body and the limb specification information such as shoulder width, hand length, leg length, chest circumference, waist circumference, hip circumference and the like, shoots the face, hairstyle, skin color, makeup and face shape information of the human body and forms a portrait simulation model through the portrait simulation program; the dynamic background acquisition module is a mobile phone camera, dynamic background making software and downloadable dynamic background network resources, can shoot, make or download a dynamic background of a trip occasion, and establishes a background database; the network connection module is mobile communication and WiFi on the mobile phone, and can realize wireless connection and network access of each module; the clothing image acquisition module can be clothing three-dimensional image making software, a camera, NFC (near field communication) and downloadable clothing three-dimensional image network resources on a mobile phone, can shoot clothing images to make clothing three-dimensional images through the software, or can load radio frequency tags or two-dimensional codes on clothing such as clothes, trousers, accessories, jewelry and the like, and after relevant information of the clothing is read, the clothing three-dimensional image information is searched from the internet, or the clothing three-dimensional image resources are downloaded from the network, so that a clothing database is established. In another embodiment, the virtual fitting system may be any carrier of a virtual fitting mirror, a television, a tablet computer, a laptop computer, a desktop computer, a digital mirror, a digital camera, a smart display, and the like.
In one embodiment, weather forecast information is also called from the network, the protective performance of the clothing material is analyzed through data, the prompt of at least one protective effect of the clothing on the ultraviolet protection degree, the wind protection degree, the haze prevention, the cold resistance, the heat dispersion and the like of a trip occasion can be displayed in the presentation, and clothing matching meeting the protective requirements is recommended. In another embodiment, a two-dimensional or three-dimensional dynamic background simulating weather conditions such as rainy, sunny, and snowy weather, wherein when the stereoscopic image of the apparel is combined with the portrait simulation model, the simulated weather conditions are also presented in the image.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents and improvements made within the spirit and principle of the present invention are intended to be included within the scope of the present invention.
Claims (10)
1. A virtual fitting system, characterized by: the virtual fitting module is respectively connected with the portrait simulation module, the clothing image acquisition module, the dynamic background acquisition module and the network connection module.
2. The virtual fitting system according to claim 1, wherein: the dress image acquisition module is provided with a dress database, and the virtual fitting module is provided with a matching screening unit and a dress person-answering unit.
3. The virtual fitting system according to claim 1, wherein: the dress image acquisition module is provided with a dress database, and the virtual fitting module is provided with a matching screening unit and a dress scene unit.
4. The virtual fitting system according to claim 1, wherein: the virtual fitting module is provided with a mirror image action unit and a fitting measurement unit.
5. The virtual fitting system according to claim 1, wherein: the dynamic background acquisition module is provided with a background database and an external storage medium input interface.
6. A virtual fitting method according to any one of claims 1 to 5, comprising the steps of:
a. establishing a portrait simulation model;
b. acquiring a clothing image;
c. acquiring a dynamic background;
d. combining the clothes image with the portrait simulation model to form a portrait wearing model, wherein the portrait wearing model is presented in a dynamic background;
e. and switching at most two of the portrait simulation model, the clothing image and the dynamic background for matching.
7. The virtual fitting method according to claim 6, characterized in that: and e, specifically setting matched screening conditions, switching the clothing images or/and the dynamic background of the portrait simulation model, and searching out the clothing matching set meeting the screening conditions from a clothing database preset by the clothing image acquisition module and/or the Internet.
8. The virtual fitting method according to claim 6, characterized in that: and e, specifically setting matched screening conditions, switching the clothing images or/and portrait simulation models in a dynamic background, and searching out the clothing matching set meeting the screening conditions from a clothing database preset by the clothing image acquisition module and/or the Internet.
9. The virtual fitting method according to claim 6, characterized in that: the portrait wearing model is presented in the dynamic background and at least comprises a portrait wearing model mirror image external action three-dimensional display wearing effect, and can display a prompt related to the fitting degree.
10. The virtual fitting method according to claim 6, characterized in that: and step c, providing the dynamic background through at least one of external storage uploading, calling from a background database preset by the dynamic background acquisition module and linking to the Internet.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112116430A (en) * | 2020-09-28 | 2020-12-22 | 西安万像电子科技有限公司 | Virtual wearing system and control method thereof, virtual fitting system and virtual wearing glasses |
| CN113032961A (en) * | 2021-02-24 | 2021-06-25 | 湖州师范学院 | Clothing marketing virtual simulation system and method for analyzing clothing consumption behaviors |
| CN114663175A (en) * | 2022-02-07 | 2022-06-24 | 苏州大学 | Garment dynamic fit evaluation method |
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