CN111179417A - Virtual fitting and fitting system and electronic equipment - Google Patents
Virtual fitting and fitting system and electronic equipment Download PDFInfo
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- CN111179417A CN111179417A CN201911409269.4A CN201911409269A CN111179417A CN 111179417 A CN111179417 A CN 111179417A CN 201911409269 A CN201911409269 A CN 201911409269A CN 111179417 A CN111179417 A CN 111179417A
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- 238000004891 communication Methods 0.000 claims abstract description 4
- 210000002683 foot Anatomy 0.000 claims description 9
- 238000005516 engineering process Methods 0.000 claims description 7
- 230000001815 facial effect Effects 0.000 claims description 6
- 210000002414 leg Anatomy 0.000 claims description 6
- 238000012216 screening Methods 0.000 claims description 6
- 210000003423 ankle Anatomy 0.000 claims description 3
- 238000005452 bending Methods 0.000 claims description 3
- 230000009191 jumping Effects 0.000 claims description 3
- 210000000689 upper leg Anatomy 0.000 claims description 3
- 238000010586 diagram Methods 0.000 description 6
- 238000012360 testing method Methods 0.000 description 4
- 230000000694 effects Effects 0.000 description 3
- 230000000007 visual effect Effects 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000037396 body weight Effects 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 238000000034 method Methods 0.000 description 2
- 238000004088 simulation Methods 0.000 description 2
- 230000004075 alteration Effects 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000001932 seasonal effect Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0641—Shopping interfaces
- G06Q30/0643—Graphical representation of items or shoppers
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2210/00—Indexing scheme for image generation or computer graphics
- G06T2210/16—Cloth
Abstract
The invention relates to a virtual fitting and fitting system, which comprises a virtual fitting module, a virtual scene demonstration module and a collocation module; the matching module is used for matching the object to be tested with the human body three-dimensional model; the virtual fitting module is used for displaying the matching condition of the human body three-dimensional model and the object to be tested; the virtual scene demonstration module is used for providing a plurality of real virtual scenes and showing the fit relationship between the virtual human body model after fitting/fitting and the selected environment; the virtual try-on and try-on module, the matching module and the virtual scene demonstration module are all in data communication. The invention also relates to electronic equipment comprising the virtual fitting and fitting system. The invention can improve the accuracy of clothes selection size; the time can be saved by providing the fitting demonstration scene, and the economic burden of the user is reduced.
Description
Technical Field
The invention relates to the technical field of virtual fitting, in particular to a virtual fitting and fitting system and an electronic device.
Background
With the development of the e-commerce industry, online shopping has become the main mode for most of Chinese people to buy clothes nowadays, and is deeply favored by the public by virtue of the advantages of convenience and quickness, but online shopping is a virtual shopping mode, cannot try on the body of the user, cannot sense whether the size of the clothes is proper or not, and whether the color of the clothes is matched with the color of the user, so that a lot of time is often spent by some customers to select the clothes, even the users wear the clothes after buying the clothes, and the clothes are not proper and are lost, thereby causing economic burden and resource waste for the customers.
At present, the existing virtual clothes trying-on technology only provides a decision for selecting and recommending clothes for a customer, but cannot provide some real environments for the customer, and cannot really simulate whether the clothes are harmonious with a real scene that the customer wants to attend, so that the clothes trying-on technology cannot give intuitive real visual impact and immersive feelings.
Disclosure of Invention
In order to solve the technical problem, the invention provides a virtual fitting and fitting system, which is characterized in that: the virtual try-on and try-on system comprises a virtual try-on and try-on module, a virtual scene demonstration module and a collocation module;
the matching module is used for matching the object to be tested with the human body three-dimensional model;
the virtual fitting module is used for displaying the matching condition of the human body three-dimensional model and the object to be tested;
the virtual scene demonstration module is used for providing a plurality of real virtual scenes and showing the fit relationship between the virtual human body model after fitting/fitting and the selected environment;
the virtual try-on and try-on module, the matching module and the virtual scene demonstration module are all in data communication.
Further, in the above-mentioned case,
the human body information acquisition module is used for acquiring the body parameters of the user;
the virtual fitting module comprises a three-dimensional human body model unit and a feature matching unit;
the three-dimensional human body model unit is used for constructing the human body three-dimensional stereo model according to the body parameters;
the characteristic matching unit is used for screening out the object to be tested with each corresponding parameter in a first preset deviation range according to the body parameters.
Further, in the above-mentioned case,
the physical parameter includes at least one of: an overall parameter set, a head parameter set, an upper body parameter set, a lower body parameter set, and a foot parameter set;
the overall parameter set comprises height and/or weight;
the head parameter set comprises a head circumference and/or a neck circumference;
the upper body parameter set at least comprises one of the neck circumference, the chest circumference, the waist circumference, the arm length, the back length and the shoulder width;
the lower body parameter set at least comprises one of the waist circumference, the inner leg length, the thigh circumference and the shank circumference;
the set of foot parameters includes a length of the foot and/or an ankle circumference.
Further, in the above-mentioned case,
the three-dimensional human model unit establishes the human three-dimensional stereo model in a manner that comprises,
the first mode is as follows: according to the body parameters preset by the user, finding the closest model from a database as the human body three-dimensional model, and replacing the facial features of the model with the facial features of the user;
the second mode is as follows: the human body is integrally scanned and the body parameters are finely scanned by a 3D scanning technology, so that a three-dimensional model of the human body is constructed;
the three-dimensional human model unit establishes the human three-dimensional stereo model by using the first mode;
in the first mode, the second mode is used when the model within a second predetermined deviation range is not found.
Further, in the above-mentioned case,
the feature matching unit is further used for selecting matching modes, including a loose mode, a moderate mode and/or a tight mode;
the first predetermined deviation range of the relaxed mode, the moderate mode, and/or the tight mode is different.
Further, in the above-mentioned case,
the characteristic matching unit compares the deviation value S of the object to be tested and the three-dimensional human body model with the first preset deviation range during screening;
the deviation value S ═ a [ [ (a)1-b1)2+(a2-b2)2+…+(an-bn)2]N, where n represents the number of terms of the physical parameter; a is1,a2,...,anRepresents the physical parameter; b1,b2,…,bnRepresenting the corresponding parameter.
Further, in the above-mentioned case,
the real virtual scene comprises a season part, a real field part and/or a posture part;
the part of the season comprises spring, summer, fall and/or winter;
the real site part comprises a campus, a forest, a market and/or a wedding scene;
the gestures include bending, bowing, extension, jumping, and/or normal walking.
Further, in the above-mentioned case,
the to-be-tested objects comprise purchased to-be-tested objects and non-purchased to-be-tested objects;
the matching module comprises an existing database storing the purchased to-be-tested object and an online database storing the non-purchased to-be-tested object.
Further, in the above-mentioned case,
the system further comprises an analysis and prediction module which is used for transferring the related objects to be tested which are not bought into the existing database according to the objects to be tested selected by the user and/or the selected real virtual scene.
The invention also provides electronic equipment comprising the virtual fitting and fitting system.
The invention has the beneficial effects that: the accuracy of the size of the selected clothes can be greatly improved; the fitting effect of the clothes under various real scenes can be simulated, and real visual experience is provided for a user; the clothes matching system can help a user to find the clothes suitable for matching under the condition of utilizing the existing clothes resources, a new money does not need to be purchased, and the economic burden is reduced.
Drawings
Fig. 1 is a schematic diagram of a virtual fitting and fitting system according to an embodiment of the present invention;
fig. 2 is a second schematic diagram of a virtual fitting and fitting system according to an embodiment of the present invention;
fig. 3 is a schematic diagram of a virtual fitting module according to an embodiment of the present invention;
fig. 4 is a schematic diagram of a collocation module according to an embodiment of the invention;
fig. 5 is a third schematic view of a virtual fitting and fitting system according to an embodiment of the present invention.
Detailed Description
In the following description, for purposes of explanation and not limitation, specific details are set forth such as particular system structures, interfaces, techniques, etc. in order to provide a thorough understanding of the present invention. It will be apparent, however, to one skilled in the art that the present invention may be practiced in other embodiments that depart from these specific details. In other instances, detailed descriptions of well-known devices, circuits, and methods are omitted so as not to obscure the description of the present invention with unnecessary detail.
Fig. 1 is a virtual fitting and fitting system according to an embodiment of the present invention, which includes a virtual fitting module, a virtual scene demonstration module, and a matching module;
the matching module is used for matching the object to be tested with the human body three-dimensional model of the user;
the virtual fitting module is used for displaying the matching condition of the human body three-dimensional model and the object to be tested;
the virtual scene demonstration module is used for providing a plurality of real virtual scenes and showing the fit relationship between the virtual human body model after fitting/fitting and the selected environment;
the virtual try-on and try-on module, the matching module and the virtual scene demonstration module are all in data communication.
The beneficial effects of this embodiment: the accuracy of the size of the selected clothes can be greatly improved; the fitting effect of the clothes under various real scenes can be simulated, and real visual experience is provided for a user; the clothes matching system can help a user to find the clothes suitable for matching under the condition of utilizing the existing clothes resources, a new money does not need to be purchased, and the economic burden is reduced.
On the basis of the above embodiment, fig. 2 is a virtual fitting and fitting system provided in the embodiment of the present invention, further including a human body information acquisition module, configured to acquire a body parameter of a user.
On the basis of the above embodiment, fig. 3 is a schematic diagram of a virtual fitting module according to an embodiment of the present invention. The virtual fitting module comprises a three-dimensional human body model unit and a feature matching unit; the three-dimensional human model unit is used for constructing a human three-dimensional stereo model according to the body parameters; and the characteristic matching unit is used for screening out the objects to be tested with the corresponding parameters in the first preset deviation range according to the body parameters.
Based on the above embodiment, fig. 4 is a schematic diagram of the matching module of the present invention, where the matching module includes an existing database storing the purchased test object and an online database storing the unsown test object. The user can directly call the purchased clothes model to be matched with the target clothes in a simulation way; meanwhile, when the matched clothes of the user are also purchased, the online clothes selection database can be called. The user can directly call the purchased clothes model to be matched with the target clothes in a simulation manner, so that the clothes selected by the user can be reasonably matched with the existing resources, and money is saved for the user; meanwhile, when the clothes matched by the user are also needed to be purchased, the online clothes selection database can be called, so that convenient service is provided for the user.
On the basis of the above embodiments, fig. 5 is a virtual fitting and fitting system provided in the embodiments of the present invention. On the basis of the above embodiment, an analysis and prediction module is further provided for transferring the relevant non-purchased object to be tested into the existing database according to the object to be tested selected by the user and/or the selected real virtual scene.
In the above embodiment, the physical parameter includes at least one of: an overall parameter set, a head parameter set, an upper body parameter set, a lower body parameter set, and a foot parameter set; the overall parameter set comprises height and/or weight; the head parameter set comprises a head circumference and/or a neck circumference; the upper body parameter set at least comprises one of the neck circumference, the chest circumference, the waist circumference, the arm length, the back length and the shoulder width; the lower body parameter set at least comprises one of the waist circumference, the inner leg length, the thigh circumference and the shank circumference; the foot parameter set includes a foot length and/or an ankle circumference.
In the above embodiment, the manner of establishing the three-dimensional human body model by the three-dimensional human body model unit includes:
the first mode is as follows: according to the body parameters preset by the user, finding the closest model from a database as the human body three-dimensional model, and replacing the facial features of the model with the facial features of the user;
or the second mode: the human body is integrally scanned and the body parameters are finely scanned by a 3D scanning technology, so that a three-dimensional model of the human body is constructed;
the mode of constructing the human body three-dimensional model can be a 3D modeling technology, and the 3D scanning technology can use systems such as Cyberware, Loughborough, Hamamatsu, Image Twin and the like.
The three-dimensional human body model unit preferentially establishes a human body three-dimensional model in a first mode; the second approach is used when no model within a second predetermined deviation range is found.
When determining whether the model is within the second deviation range, the formula D ═ c can also be used1-b1)2+(c2-b2)2+…+(cn-bn)2]N, wherein D represents a deviation value; n represents the number of terms of the physical parameter; a is1,a2,...,anRepresenting a physical parameter (e.g. the user's bust a)1And waist circumference a2Inner length of leg a3Height a4And body weight a5)；c1,c2,…,cnModel parameters representing the correspondence of body parameters (e.g. model bust c)1And waist circumference c2Inner length of leg c3Height c4And body weight c5). For example, when the model is screened, five groups of parameters including chest circumference, waist circumference, leg internal length, height and weight are selected and substituted into the formula to be solved, and D is less than or equal to 9cm, so that the model can be used for virtual fitting.
In the above embodiment, the feature matching unit is further configured to select a matching pattern including a loose pattern, a moderate pattern, and a tight pattern; the first predetermined deviation ranges of the loose mode, the moderate mode and/or the tight mode are different, and the specific ranges can be set manually.
In the above embodiment, the feature matching unit compares the deviation value S between the object to be tested and the three-dimensional human body model with a first predetermined deviation range when performing the screening;
deviation value S ═ a [ ("a1-b1)2+(a2-b2)2+…+(an-bn)2]N, where n represents the number of terms of the physical parameter; a is1,a2,...,anRepresents a physical parameter; b1,b2,…,bnRepresenting the corresponding parameter. For example, when the jacket is screened, five groups of parameters including chest circumference, height, weight, back length and shoulder width are selected and substituted into the formula to solve the deviation value S, and the obtained S is less than or equal to 5cm, so that the jacket can be determined to be in a tight fit mode; s is more than 5cm and less than or equal to 10cm, and the jacket can be determined to be in a moderate mode; s is more than 10cm and less than or equal to 15cm, and the jacket can be determined to be in accordance with the loose mode.
In the above embodiments, the real virtual scene includes a seasonal part, a real field part, and/or a pose part; the part of the season includes spring, summer, fall and/or winter; the real site part comprises a campus, a forest, a market and/or a wedding site; gestures include bending, bowing, extension, jumping, and/or normal walking.
On the basis of the above embodiment, the embodiment of the present invention further provides an electronic device, which includes the virtual fitting and fitting system in the above embodiment.
In the above embodiment, when the user uses the electronic device, the electronic device first obtains the body parameters of the user, where the body parameters may be manually input by the user, data pre-stored in the system, and/or data immediately acquired by the human body information acquisition module, and then the three-dimensional human body model unit is used for modeling. When the user selects the clothes, confirming a matching mode (a loose mode, a moderate mode and/or a tight mode) and a first preset deviation range; after the user selects the object to be tested, the system selects the object to be tested with the size within the second preset deviation range according to the parameter of the object to be tested, the matching between the object to be tested and the human body three-dimensional model is carried out, and after the user is unsatisfied with the fitting and wearing effects, the object to be tested is screened again for matching. And placing the three-dimensional human body model matched with the object to be tested in various virtual reality environments for the user to judge, if the user is not satisfied with the object to be tested, reselecting the object to be tested, and transferring the related object to be tested in the online database into the existing database for the user to select according to the historical shopping record and preference of the user by the system. And finally, amplifying and displaying the determined test object for a user to carefully observe and decide whether to purchase the test object finally.
The reader should understand that in the description of this specification, reference to the description of the terms "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
Although embodiments of the present invention have been shown and described above, it is understood that the above embodiments are exemplary and should not be construed as limiting the present invention, and that variations, modifications, substitutions and alterations can be made to the above embodiments by those of ordinary skill in the art within the scope of the present invention.
Claims (10)
1. The utility model provides a virtual system of trying on, trying on which characterized in that: the virtual try-on and try-on system comprises a virtual try-on and try-on module, a virtual scene demonstration module and a collocation module;
the matching module is used for matching the object to be tested with the human body three-dimensional model of the user;
the virtual fitting module is used for displaying the matching condition of the human body three-dimensional model and the object to be tested;
the virtual scene demonstration module is used for providing a plurality of real virtual scenes and showing the fit relationship between the virtual human body model after fitting/fitting and the selected environment;
the virtual try-on and try-on module, the matching module and the virtual scene demonstration module are all in data communication.
2. The virtual fitting system according to claim 1, wherein: the human body information acquisition module is used for acquiring the body parameters of the user;
the virtual fitting module comprises a three-dimensional human body model unit and a feature matching unit;
the three-dimensional human body model unit is used for constructing the human body three-dimensional stereo model according to the body parameters;
the characteristic matching unit is used for screening out the object to be tested with each corresponding parameter in a first preset deviation range according to the body parameters.
3. The virtual fitting system according to claim 2, wherein:
the physical parameter includes at least one of: an overall parameter set, a head parameter set, an upper body parameter set, a lower body parameter set, and a foot parameter set;
the overall parameter set comprises height and/or weight;
the head parameter set comprises a head circumference and/or a neck circumference;
the upper body parameter set at least comprises one of the neck circumference, the chest circumference, the waist circumference, the arm length, the back length and the shoulder width;
the lower body parameter set at least comprises one of the waist circumference, the inner leg length, the thigh circumference and the shank circumference;
the set of foot parameters includes a length of the foot and/or an ankle circumference.
4. The virtual fitting system according to claim 2, wherein: the three-dimensional human model unit establishes the human three-dimensional stereo model in a manner that comprises,
the first mode is as follows: according to the body parameters preset by the user, finding the closest model from a database as the human body three-dimensional model, and replacing the facial features of the model with the facial features of the user;
or the second mode: the human body is integrally scanned and the body parameters are finely scanned by a 3D scanning technology, so that a three-dimensional model of the human body is constructed;
the three-dimensional human model unit establishes the human three-dimensional stereo model by using the first mode;
in the first mode, the second mode is used when the model within a second predetermined deviation range is not found.
5. The virtual fitting system according to claim 2, wherein:
the feature matching unit is further used for selecting matching modes, including a loose mode, a moderate mode and/or a tight mode;
the first predetermined deviation range of the relaxed mode, the moderate mode, and/or the tight mode is different.
6. The virtual fitting system according to claim 2, wherein:
the characteristic matching unit compares the deviation value S of the object to be tested and the three-dimensional human body model with the first preset deviation range during screening;
the deviation value S ═ a [ [ (a)1-b1)2+(a2-b2)2+…+(an-bn)2]N, where n represents the number of terms of the physical parameter; a is1,a2,...,anRepresents the physical parameter; b1,b2,…,bnRepresenting the corresponding parameter.
7. The virtual fitting system according to claim 1, wherein:
the real virtual scene comprises a season part, a real field part and/or a posture part;
the part of the season comprises spring, summer, fall and/or winter;
the real site part comprises a campus, a forest, a market and/or a wedding scene;
the gestures include bending, bowing, extension, jumping, and/or normal walking.
8. The virtual fitting system according to claim 1, wherein:
the to-be-tested objects comprise purchased to-be-tested objects and non-purchased to-be-tested objects;
the matching module comprises an existing database storing the purchased to-be-tested object and an online database storing the non-purchased to-be-tested object.
9. The virtual fitting system according to claim 8, wherein:
the system further comprises an analysis and prediction module which is used for transferring the related objects to be tested which are not bought into the existing database according to the objects to be tested selected by the user and/or the selected real virtual scene.
10. An electronic device, characterized in that: comprising the virtual fitting and fitting system of any one of the above 1 to 9.
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| CN112734515A (en) * | 2020-12-31 | 2021-04-30 | 江苏迅高智能科技有限公司 | Integrated intelligent assistant for overseas life and shopping |
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| CN111179417B (en) | 2023-11-24 |
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