CN110264574A - Virtual fit method, device and intelligent terminal, storage medium - Google Patents
Virtual fit method, device and intelligent terminal, storage medium Download PDFInfo
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- CN110264574A CN110264574A CN201910426149.9A CN201910426149A CN110264574A CN 110264574 A CN110264574 A CN 110264574A CN 201910426149 A CN201910426149 A CN 201910426149A CN 110264574 A CN110264574 A CN 110264574A
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- human body
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- manikin
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T19/00—Manipulating 3D models or images for computer graphics
- G06T19/006—Mixed reality
Abstract
The embodiment of the present application is suitable for garment technology field, disclose a kind of virtual fit method, device and intelligent terminal, computer readable storage medium, wherein, method includes: the human body direct picture and human body side image that user is obtained by depth image acquisition device；According to human body direct picture and human body side image, pre-generated 3D manikin is adjusted, is obtained and the consistent target 3D manikin of user's figure；According to target 3D manikin, the human body clothing data of user are calculated；Obtain the fitting instruction of user；Based on target 3D manikin, the fitting effects of corresponding dress ornament are presented according to fitting instruction.Integration degree, convenience and the efficiency of custom made clothing can be improved in the embodiment of the present application.
Description
Technical field
The application belongs to garment technology field more particularly to a kind of virtual fit method, device and intelligent terminal, computer
Readable storage medium storing program for executing.
Background technique
With making constant progress for garment technology, custom made clothing has become the developing direction of apparel industry.
Currently, custom made clothing process in the market generally may include somatic data measurement, select money fitting and ready-made clothes certainly
Dynamicization processing and etc..Wherein, for selecting money to fit, witch mirror of fitting present on existing market can satisfy user and money selected to try
The demand of clothing.But the terminals such as existing fitting witch mirror are only capable of seeing fitting effects by textures in the market, can not try out clothing
It whether fit takes.That is, can not achieve intelligence energy body in virtual fitting in current custom made clothing method, not can determine that
Whether fit try on a dress, so as to cause custom made clothing integration degree it is low, convenience is poor and efficiency is lower.
Summary of the invention
In view of this, the embodiment of the present application provides a kind of virtual fit method, device and intelligent terminal, computer-readable deposits
Storage media can not achieve intelligence energy body to solve existing virtual fitting, not can determine that try on a dress it is whether fit, so as to cause clothes
The problem that the integration degree for setting system is low, convenience is poor and efficiency is lower.
The first aspect of the embodiment of the present application provides a kind of virtual fit method, comprising:
The human body direct picture and human body side image of user are obtained by depth image acquisition device；
According to the human body direct picture and the human body side image, pre-generated 3D manikin is adjusted, is obtained
With the consistent target 3D manikin of user's figure；
According to the target 3D manikin, the human body clothing data of the user are calculated；
Obtain the fitting instruction of the user；
Based on the target 3D manikin, the fitting effects of corresponding dress ornament are presented according to the fitting instruction.
With reference to first aspect, described according to the human body direct picture and the people in a kind of feasible implementation
Body side surface image adjusts pre-generated 3D manikin, obtains and the consistent target 3D manikin of user's figure, packet
It includes:
Image recognition is carried out to the human body direct picture and the human body side image respectively, obtains the first human body
Parameter preset；
According to the parameter preset, the correspondence parameter of pre-generated 3D manikin is adjusted, is obtained and the user's body
The consistent target 3D manikin of type.
With reference to first aspect, in a kind of feasible implementation, it is based on the target 3D manikin described, according to
The fitting instruction is presented after the fitting effects of corresponding dress ornament, further includes:
Obtain the custom made clothing instruction of the user；
Recommend the correspondence number of corresponding dress ornament according to custom made clothing instruction and the human body clothing data, Xiang Suoshu user
Type ready-made clothes, and the related data of the human body clothing data He correspondence type ready-made clothes is presented；
After the user completes order payment, order information and the human body clothing data are uploaded to backstage,
For ready-made clothes system of processing calling, creation production is completed.
With reference to first aspect, in a kind of feasible implementation, the human body clothing data and correspondence is presented described
After the related data of number type ready-made clothes, further includes:
Obtain the clothing data point reuse instruction of the user；
It is instructed according to the clothing data point reuse, modifies corresponding human body clothing data.
With reference to first aspect, it in a kind of feasible implementation, described according to the target 3D manikin, calculates
After the human body clothing data of the user, further includes:
According to the human body clothing data, the human body direct picture and the human body side image, the use is obtained
The vivid diagnostic result at family；
According to the vivid diagnostic result and default recommendation rules, determine that target recommends dress ornament；
The relevant information that the target recommends dress ornament is presented.
With reference to first aspect, described according to the human body clothing data, the human body in a kind of feasible implementation
Direct picture and the human body side image, obtain the vivid diagnostic result of the user, comprising:
According to the human body clothing data, the figure of the user is determined；
The human body direct picture and the human body side image are identified respectively, determine the user shape of face and
The colour of skin；
Wherein, the vivid diagnostic result includes the figure, the shape of face and the colour of skin.
The second aspect of the embodiment of the present application provides a kind of virtual fitting device, comprising:
Image capture module, for obtaining human body direct picture and the human body side of user by depth image acquisition device
Image；
Model adjusts module, for according to the human body direct picture and the human body side image, adjustment to be pre-generated
3D manikin, obtain and the consistent target 3D manikin of user's figure；
Computing module, for calculating the human body clothing data of the user according to the target 3D manikin；
Fitting instruction acquisition module, the fitting for obtaining the user instruct；
Module is presented, for being based on the target 3D manikin, the examination of corresponding dress ornament is presented according to the fitting instruction
Wear effect.
In conjunction with second aspect, in a kind of feasible implementation, further includes:
Vivid diagnostic module, for according to the human body clothing data, the human body direct picture and the human body side
Face image obtains the vivid diagnostic result of the user；
Determining module, for determining that target recommends dress ornament according to the vivid diagnostic result and default recommendation rules；
Recommending module, the target recommends the relevant information of dress ornament for rendering.
The third aspect of the embodiment of the present application provides a kind of intelligent terminal, including memory, processor and is stored in institute
The computer program that can be run in memory and on the processor is stated, the processor executes real when the computer program
Now such as the step of any one of above-mentioned first aspect the method.
The fourth aspect of the embodiment of the present application provides a kind of computer readable storage medium, the computer-readable storage medium
Matter is stored with computer program, and the side as described in above-mentioned any one of first aspect is realized when the computer program is executed by processor
The step of method.
Existing beneficial effect is the embodiment of the present application compared with prior art:
The embodiment of the present application by acquisition user depth image, according to depth image adjust 3D manikin, obtain with
The consistent target 3D manikin of user's figure, then the human body clothing number of user is calculated based on target 3D manikin
According to, then clothes is tried on target 3D manikin, present fitting effects, can determine try on a dress it is whether fit,
Intelligence energy body and virtual fitting are realized, so that the integration degree of custom made clothing process is higher, convenience, efficiency are higher.
Detailed description of the invention
It in order to more clearly explain the technical solutions in the embodiments of the present application, below will be to embodiment or description of the prior art
Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only some of the application
Embodiment for those of ordinary skill in the art without any creative labor, can also be according to these
Attached drawing obtains other attached drawings.
Fig. 1 is the system architecture schematic block diagram of custom made clothing system provided by the embodiments of the present application；
Fig. 2 is the schematic process flow diagram of virtual fit method provided by the embodiments of the present application；
Fig. 3 is human body direct picture provided by the embodiments of the present application and manikin contrast schematic diagram；
Fig. 4 is human body side image provided by the embodiments of the present application and manikin contrast schematic diagram；
Fig. 5 is the schematic process flow diagram of clothes recommendation step provided by the embodiments of the present application；
Fig. 6 is the schematic process flow diagram of custom made clothing method provided by the embodiments of the present application；
Fig. 7 is that provided by the embodiments of the present application place an order online illustrates the schematic diagram at interface；
Fig. 8 is a kind of structural schematic block diagram of virtual fitting device provided by the embodiments of the present application；
Fig. 9 is the schematic diagram of intelligent terminal provided by the embodiments of the present application.
Specific embodiment
In being described below, for illustration and not for limitation, the tool of such as particular system structure, technology etc is proposed
Body details, so as to provide a thorough understanding of the present application embodiment.However, it will be clear to one skilled in the art that there is no these specific
The application also may be implemented in the other embodiments of details.In other situations, it omits to well-known system, device, electricity
The detailed description of road and method, so as not to obscure the description of the present application with unnecessary details.
Before introducing the specific technical solution of the embodiment of the present application, first to the invention relates to system architecture
It is introduced.
It referring to Figure 1, is the system architecture schematic block diagram of custom made clothing system provided by the embodiments of the present application.The clothes are fixed
System processed includes custom made clothing intelligent terminal 11, cloud server 12 and ready-made clothes system of processing 13.Custom made clothing intelligent terminal
It is communicated to connect with cloud server, cloud server and ready-made clothes system of processing communicate to connect.
Wherein, custom made clothing intelligent terminal may include depth image acquisition device, processor, memory, display screen with
And communication module etc..User can carry out that intelligence energy body, 3D virtual fitting, place an order etc. functions online by the intelligent terminal.It should
Terminal can such as be placed in clothes shop, position megastore.
Above-mentioned cloud server is stored with the information such as the style, component, fabric of all kinds of dress-goods, businessman or enterprise customer
Various product type, title and 3D model of all kinds of clothes etc. can be set by cloud server.Intelligent terminal then can be with
Corresponding virtual costume pattern is shown according to the setting of businessman.
Ready-made clothes system of processing includes controller, Intelligent Machining assembly line etc..The system can be read from cloud server
Corresponding custom made clothing order information is automatically performed template adjustment by INTELLIGENT CAD according to order information, then controls intelligence
Process line carries out clothes processing, production, to obtain user's creation.
For example, the intelligent terminal can now include the intelligent terminal of landing touch screen for one in addition, which is equipped with
Tall and erect system, and exploitation has corresponding APP to apply on the Android system, is equipped with depth camera at the terminal.User disappears
Expense person, which may stand in front of intelligent terminal, shoots corresponding depth image, and then intelligent terminal is pressed according to the depth image obtained
According to the 3D manikin that the relationships adjust automatically such as ratio pre-generates, generate and the consistent 3D manikin of user's stature；Then,
According to 3D manikin adjusted, the complete somatic data of user is calculated.The intelligent terminal can show all kinds of clothes 3D
Style, user can select corresponding clothes fashion to carry out virtual fitting by touch screen operation, and intelligent terminal selects user
Dress ornament be through on 3D manikin adjusted, present fitting effects.It, can after user, which determines, needs to customize certain clothes
To realize the functions such as place an order, pay by the terminal.After the completion of order payment, intelligent terminal can upload corresponding order information
To cloud server.Ready-made clothes system of processing can be read from cloud server order information and corresponding human body clothing data,
Adjustment amount etc. is automatically performed the adjustment of clothes template by INTELLIGENT CAD, then completes clothes production by intelligent assembly line.
After having introduced the system general architecture of the embodiment of the present application, below by the technical solution to the embodiment of the present application
Explanation is specifically introduced.In order to illustrate technical solution described herein, the following is a description of specific embodiments.
Embodiment one
The present embodiment will introduce the process of virtual fitting from custom made clothing intelligent terminal side.
Fig. 2 is referred to, is the schematic process flow diagram of virtual fit method provided by the embodiments of the present application, this method can wrap
Include following steps:
Step S201, the human body direct picture and human body side image of user are obtained by depth image acquisition device.
It is appreciated that human body direct picture refers to the human body image shot when human body face camera, human body side
The human body image that image is shot when referring to human body side to camera.Human body direct picture and human body side image have included
Whole human body.Above-mentioned depth image acquisition device can specifically include depth image camera etc., which may be mounted at intelligence
In energy terminal.
Step S202, according to the human body direct picture and the human body side image, pre-generated 3D human body is adjusted
Model obtains and the consistent target 3D manikin of user's figure.
It is to be appreciated that above-mentioned 3D manikin is pre-generated parameterized model, it can by adjusting corresponding site
Parameter, adjust the people's body Model.The people's body Model may include a male body model and a female body model.Root
Corresponding manikin is automatically selected according to the gender of user.
Specifically, according to depth image, the key parameter of partes corporis humani position is obtained, which can be for example including width
Degree, length and thickness etc.；According to obtained parameter, relevant parameter in the 3D manikin of adjust automatically parametrization, formed with
The 3D manikin of true man's uniformity of type.
In some embodiments, above-mentioned according to human body direct picture and human body side image, adjust pre-generated 3D people
Body Model obtains with the detailed process of the consistent target 3D manikin of user's figure may include: respectively to human body front elevation
Picture and human body side image carry out image recognition, obtain the parameter preset of the first human body；According to parameter preset, adjustment is preparatory
The correspondence parameter of the 3D manikin of generation obtains and the consistent target 3D manikin of user's figure.
Wherein, above-mentioned first human body refers to preassigned human body, can for example including but be not limited to neck
Son, shoulder, waistline, arm, thigh, shank etc..Above-mentioned parameter preset can be for example including width, thickness and length.For example, neck
Sub- width, shoulder width, arm length, body's stature (to thigh root after neck), human body carry on the back long (to waist section after neck) etc..
After identifying the parameter of corresponding site, the corresponding site parameter in manikin can be adjusted according to parameter,
To obtain and true man's manikin unanimous on the whole.
In order to preferably introduce the process according to image adjustment parameter manikin, carried out below in conjunction with Fig. 3 and Fig. 4
Introduce explanation.
Referring to the human body direct picture and manikin contrast schematic diagram shown in Fig. 3, human body side image shown in Fig. 4 and
Manikin contrast schematic diagram.The left side Fig. 3 is human body direct picture, and it is in advance people that the right, which is parametric three D manikin front,
The each position of body carries out label, and (wherein, the corresponding site of human body image and model is all made of identical label, and can use and add one to skim
Mode distinguish the label between image and model).Similarly, the left side Fig. 4 is people's body side surface image, and the right is parametric three D human body
Model side, and label is carried out for each position.
Wherein, the parts numbers in Fig. 3 and Fig. 4 are schematically as follows:
1: image human body neck width 1':3D human body neck width
2: image human body shoulder width 2':3D human body shoulder width
3: image human body bust width 3':3D human body bust width
4: image human body bust height 4':3D human body bust height
… …
32: image human body carries on the back long (to waist section after neck) 32':3D human body and carries on the back long (to waist section after neck)
33: image human lumbar section to buttocks vertical range 33':3D human lumbar section to buttocks vertical range
34: in image human leg in long (identical as 18) 34':3D human leg long (identical as 18)
35: image Human Height 35':3D Human Height
It is to be appreciated that being directed to male body, measurement breastheight, breast distance, chest downside width, other positions and female are not needed
The measurement method of property human body is consistent.Wherein, the partial parameters in Fig. 3 and Fig. 4 (mainly including the dimension data at each position) cannot
It directly acquires to obtain by image, needs to further calculate to obtain based on 3D manikin adjusted.
According to the depth image of human body a front surface and a side surface, the parameter of human body corresponding site is calculated, and certainly according to the parameter
Dynamic adjustment 3D manikin, so that model is consistent with true man.For example, then will after calculating human body neck width according to image
Neck width parameter in 3D manikin is adjusted to the human body neck width according to accessed by image.
According to depth image, the available parameter to human body corresponding site, still, it is fixed to be used for according to the parameter
The production of clothing clothes.In order to enable customization clothes is more consistent with user, then need to further calculate out in further detail accurately
Size.
Step S203, according to the target 3D manikin, the human body clothing data of the user are calculated.
Specifically, 3D manikin is being adjusted according to depth image, so that target 3D manikin and true man's uniformity of type
Later, it is based on target 3D manikin, further calculates out more detailed accurate size, for ready-made clothes processing life
It produces.Wherein, it is based on target 3D manikin, the dimension data at the mainly each position of human body further calculated, for example, chest
It encloses, waistline, calf circumference, hip circumference, upper-arm circumference, elbow enclose, knee circumference etc..
Step S204, the fitting instruction of the user is obtained.
Step S205, it is based on the target 3D manikin, effect is tried on according to the corresponding dress ornament of the fitting instruction presentation
Fruit.
Specifically, user has shot depth image, after terminal measures complete somatic data according to depth image, uses
Family can choose various dress ornaments shown on intelligent terminal, to input fitting instruction；Intelligent terminal wears corresponding dress ornament
In target 3D model, corresponding effect is presented.In concrete application, all kinds of clothes can be virtually shown especially by UNITY technology
Fill 3D style and human body fitting.
As it can be seen that the present embodiment measures complete somatic data by human depth's image and parametric three D manikin, it is real
Intelligence energy body is showed, and measurement process is relatively convenient, efficiency is higher, so that the convenience of custom made clothing process, efficiency are higher.
In addition, intelligence energy body and 3D virtual fitting is integrated in a terminal, integration degree is higher.
Embodiment two
User needs one by one to try on each dress ornament when dress ornament customizes, though it is tried on compared to entity, it is virtual to try
The convenience worn is higher, and still, which kind of dress ornament user may be suitble to itself and not know about, and when dress ornament is more, virtual to try
Wear is also to need to take a substantial amount of time.Not only convenience is lower in this way, can also reduce user experience.
In order to further increase the convenience and efficiency of custom made clothing, user experience is improved, can be recommended to user corresponding
Dress ornament, to shorten the time of clothes trying.
Based on the above embodiment one, referring to the schematic process flow diagram of the clothes recommendation step shown in Fig. 5, above-mentioned according to mesh
Mark 3D manikin, after the human body clothing data for calculating user, the above method can with the following steps are included:
Step S501, according to human body clothing data, human body direct picture and human body side image, the image of user is obtained
Diagnostic result.
It wherein, can be according to the people's volume data and depth obtained after calculating the complete somatic data of user
Image analyzes the features such as figure, shape of face, the colour of skin of human body, according to these features, according to relevant esthetics of apparels knowledge, automatically
It obtains the vivid diagnostic result of user, and dress ornament recommendation is carried out according to the diagnostic result.
In some embodiments, above-mentioned according to human body clothing data, human body direct picture and human body side image, it obtains
The detailed process of the vivid diagnostic result of user may include: to determine the figure of user according to human body clothing data；Respectively to people
Body direct picture and human body side image are identified, determine the shape of face and the colour of skin of user；Wherein, vivid diagnostic result includes body
Type, shape of face and the colour of skin.
In concrete application, the human body clothing data based on user, according to pre-set height and bust, waistline, hip circumference
Relativity, can determine the figure of user.Wherein, figure can be divided into conventional figure and special type, conventional figure
Including standard body, tall and thin body, high fat body, short thin body and short and stout body.Special type includes apple shape, H-type, pears type, fine sand leakage
Type, V-type, round, fat hourglass shape, five or five types, modest type, super-high, I type etc..The characteristics of every idiotype has its own, example
Such as, the characteristics of apple shape are as follows: have a large waist+stern is small+leg is long thin, weight 120+, waistline is more than 80cm；The characteristics of I type are as follows: it is high+thin, one
As it is narrow there are shoulder or hip is small.The characteristics of remaining figure, will not enumerate herein.
Image recognition is carried out to human body direct picture and side image, can determine the shape of face of user.Wherein, shape of face can be with
Including egg shape face, round face, tip face, elongated face and square face etc..
Color based on image can determine the colour of skin of user.Wherein, it is divided according to shade and changes in temperature, skin
Color type may include that spring type (light warm colour), summer type (light cool colour), autumn type (dark warm colour) and winter type are (deep
Color cool colour).In order to avoid image color cast, white can be set by background when taking pictures, pass through system adjust automatically after taking pictures
Colour cast, so that background color is white.
It can be with it is to be appreciated that the Type division of above-mentioned figure, the colour of skin, shape of face is only a kind of example, in concrete application
Respective type is increased or decreased as needed.
After the information such as figure, shape of face and the colour of skin for determining user, it can recommend to advise according to pre-set dress ornament
Then, corresponding dress ornament, which is matched, as target recommends the colour of skin.
Step S502, according to vivid diagnostic result and default recommendation rules, determine that target recommends dress ornament.
It is to be appreciated that above-mentioned default recommendation rules refer to based on related esthetics of apparels knowledge, according to user's figure, shape of face,
The rule of the information such as colour of skin progress clothes recommendation.It may include according to figure recommendation rules, according to shape of face recommendation rules, foundation
Colour of skin recommendation rules.
Wherein, refer to according to figure recommendation rules and preset the suitable clothes of every kind of figure based on esthetics of apparels knowledge
Type, style etc..That is, be in advance associated with various figures with corresponding clothing type, style, it is subsequent to be matched by figure
Corresponding dress ornament out.According to the characteristics of every kind of figure and esthetics of apparels, predefining the suitable dress ornament of every kind of figure, and by figure
Storage is associated with suitable dress ornament and/or unsuitable dress ornament.
Part figure and suitable dress ornament corresponding relationship can be such that
Standard body: the dress ornament of all kinds of styles is adapted to；
Tall and thin body: it is suitble to the dress ornament of pure color, horizontal stripe, big flower pattern；It is suitble to dress ornament separated up and down；Unsuitable nicking,
The dress ornament of small flower pattern；
Apple shape: it is suitble to blousing blouse+pencil trousers (or straight legs)；
Pears type: being suitble to loose skirt or suit, is not suitable for close-fitting trousers；
V-type: be not suitable for the dress ornament of shoulder exaggeration；
Recommend recommendation rules to refer to according to shape of face and presets the suitable clothes neck of every kind of shape of face based on esthetics of apparels knowledge
Type etc..Wherein, the corresponding relationship of part shape of face and collar can be such that
Egg shape face: it is suitble to all kinds of collars.
Round face: the collar for being suitble to V-type neck etc. longitudinally to extend.
Tip face: be not suitable for too sharp collar, avoid exaggerating sharp face；It is suitble to selecting party collar, wide collar and crew neck type
Deng.
Elongated face: being not suitable for too deep neckline, is suitble to the wide neck of selection, side's neck and crew neck etc..
Refer to according to colour of skin recommendation rules and presets the suitable clothes color of every kind of colour of skin based on esthetics of apparels knowledge
Deng.Wherein, the corresponding relationship of the part colour of skin and color can be such that
Spring type: being suitble to the colors such as yellow, green, the orange red, Exocarpium Citri Rubrum of powder, is not suitable for black or other dull colours.
Summer type: it is suitble to grey, pewter, dusty blue, purple and blue.
Autumn type: it is suitble to gold, moss green, claret, brown, orange and coffee-like.
Winter type: it is suitble to that pure color, black-white-gray, at prime, wine is red, rose-red and purplish blue color.
It is to be appreciated that above-mentioned dress ornament recommendation rules are only a kind of example, carry out phase can according to need in concrete application
It should be arranged.
Specifically, dress ornament style that user is suitble to is determined according to figure, the collar that user is suitble to is determined according to shape of face, according to
The colour of skin determines the clothes color that user is suitble to, and the dress ornament to be recommended for being suitable for user is found out in conjunction with three.And it is this is to be recommended
The relevant information of dress ornament is presented to the user, and is selected for user.
Step S503, the relevant information that target recommends dress ornament is presented.
Wherein, above-mentioned relevant information can be for example including dress ornament 3D figure, dimension information etc..
As it can be seen that the present embodiment carries out image to user and examines according to partial data and the human body front of human body, side image
It is disconnected, and according to vivid diagnostic result, recommend the dress ornament for being suitable for user to user, improves the convenience and effect of custom made clothing
Rate improves user experience.
Embodiment three
If user, satisfied to fitting effects, can be carried out after virtual fitting by custom made clothing intelligent terminal
Place an order, fill in or confirm relevant information, and complete order payment after, custom made clothing intelligent terminal then by order information and its
His relevant information is uploaded to cloud server, and ready-made clothes system of processing can read corresponding order from cloud server automatically, from
It is dynamic to carry out ready-made clothes processing.
Referring to the schematic process flow diagram of the custom made clothing method shown in Fig. 6, which may include following step
It is rapid:
Step S601, the human body direct picture and human body side image of user are obtained by depth image acquisition device.
Step S602, according to human body direct picture and human body side image, pre-generated 3D manikin is adjusted, is obtained
With the consistent target 3D manikin of user's figure.
Step S603, according to target 3D manikin, the human body clothing data of user are calculated.
Step S604, the fitting instruction of user is obtained.
Step S605, it is based on target 3D manikin, the fitting effects of corresponding dress ornament are presented according to fitting instruction.
It is to be appreciated that step S601~S605 is identical as the step S201~S205 of above-described embodiment one, related introduction is asked
Corresponding contents are seen above, details are not described herein.Certainly, in some embodiments, can also be pushed away including the clothes of embodiment two
Recommend step.
Step S606, the custom made clothing instruction of user is obtained.
Step S607, according to custom made clothing instruction and human body clothing data, recommend the correspondence type of corresponding dress ornament to user
Ready-made clothes, and the related data of human body clothing data He correspondence type ready-made clothes is presented.
Specifically, user can try interface input custom made clothing confirmation instruction on, intelligent terminal is certainly after 3D is tried on
The dynamic relevant information by fitting clothing carries out record storage, and according to by measured somatic data, determines the clothes of suitable user
Decorations type, and number type, ready-made clothes data at each position of recommended ready-made clothes etc. and the somatic data of user are presented to user.
Optionally, after human body clothing data and number type ready-made clothes is presented, user can be according to personal preference, to local number
According to being adjusted, system records and stores the adjustment amount of user.Therefore in some embodiments, in above-mentioned presentation human body clothing data
It can also include: the clothing data point reuse instruction for obtaining user after the related data of correspondence type ready-made clothes；According to clothing number
According to adjustment instruction, corresponding human body clothing data are modified.
In order to preferably introduce single process under user, refers to placing an order shown in Fig. 7 online and illustrate the schematic diagram at interface, be somebody's turn to do
Figure is fitting effects display diagram, and the right is relevant parameter, for example, clothes version type, set code, height, the weight of user, ready-made clothes number
According to adjustment amount etc..
Step S608, after user completes order payment, order information and human body clothing data are uploaded to backstage,
For ready-made clothes system of processing calling, creation production is completed.
Specifically, after user is placed an order and paid by the completion of custom made clothing intelligent terminal, terminal can be by order information
Background server storage is uploaded to relevant information.Ready-made clothes system of processing can read the order on cloud server by network
Then the information such as information, somatic data, adjustment amount are automatically performed example edition adjustment by INTELLIGENT CAD, then pass through intelligent flowing water
The production of line completion clothes.
As it can be seen that the present embodiment by by intelligence energy body, 3D virtual fitting, the functions such as place an order are integrated in same intelligence eventually online
End, so that the integration degree of custom made clothing is higher.And by human depth's image and parametric three D manikin, measurement is complete
Somatic data, realize intelligence energy body, and measurement process is relatively convenient, efficiency is higher so that custom made clothing process at
This lower, efficiency and convenience are higher.
It should be understood that the size of the serial number of each step is not meant that the order of the execution order in above-described embodiment, each process
Execution sequence should be determined by its function and internal logic, the implementation process without coping with the embodiment of the present application constitutes any limit
It is fixed.
Example IV
Fig. 8 is referred to, is a kind of structural schematic block diagram of virtual fitting device provided by the embodiments of the present application, which can
To include:
Image capture module 81, for obtaining human body direct picture and the human body side of user by depth image acquisition device
Face image；
Model adjusts module 82, for adjusting pre-generated 3D people according to human body direct picture and human body side image
Body Model obtains and the consistent target 3D manikin of user's figure；
Computing module 83, for calculating the human body clothing data of user according to target 3D manikin；
Fitting instruction acquisition module 84, the fitting for obtaining user instruct；
Module 85 is presented, for being based on target 3D manikin, the fitting effects of corresponding dress ornament are presented according to fitting instruction.
In a kind of feasible implementation, above-mentioned model adjustment module may include:
Recognition unit obtains the first for carrying out image recognition to human body direct picture and human body side image respectively
The parameter preset of body region；
Adjustment unit, for adjusting the correspondence parameter of pre-generated 3D manikin, obtaining and use according to parameter preset
The target 3D manikin of family uniformity of type.
In a kind of feasible implementation, above-mentioned apparatus can also include:
Custom instruction obtains module, and the custom made clothing for obtaining user instructs；
Recommend that module is presented, for recommending corresponding dress ornament to user according to custom made clothing instruction and human body clothing data
Correspondence type ready-made clothes, and the related data of human body clothing data He correspondence type ready-made clothes is presented；
Uploading module, for after user completes order payment, order information and human body clothing data to be uploaded to
From the background, for ready-made clothes system of processing calling, creation production is completed.
In a kind of feasible implementation, above-mentioned apparatus can also include:
Adjustment instruction obtains module, and the clothing data point reuse for obtaining user instructs；
Modified module modifies corresponding human body clothing data for instructing according to clothing data point reuse.
In a kind of feasible implementation, above-mentioned apparatus can also include:
Vivid diagnostic module, for being used according to human body clothing data, human body direct picture and human body side image
The vivid diagnostic result at family；
Determining module, for determining that target recommends dress ornament according to vivid diagnostic result and default recommendation rules；
Recommending module, target recommends the relevant information of dress ornament for rendering.
In a kind of feasible implementation, aforesaid image diagnostic module includes:
Figure determination unit, for determining the figure of user according to human body clothing data；
Colour of skin shape of face determination unit is determined and is used for identifying respectively to human body direct picture and human body side image
The shape of face and the colour of skin at family；Wherein, vivid diagnostic result includes figure, shape of face and the colour of skin.
It is to be appreciated that the virtual fit method one in virtual fitting device provided in this embodiment and above-mentioned each embodiment
One is corresponding, and related or corresponding introduce refers to corresponding contents above, and details are not described herein.
As it can be seen that the present embodiment by acquisition user depth image, according to depth image adjust 3D manikin, obtain with
The consistent target 3D manikin of user's figure, then the human body clothing number of user is calculated based on target 3D manikin
According to, then clothes is tried on target 3D manikin, fitting effects are presented, realize intelligence energy body and virtual fitting,
Integration degree is higher, and convenience, efficiency are higher.
Embodiment five
Fig. 9 is the schematic diagram for the intelligent terminal that one embodiment of the application provides.As shown in figure 9, the intelligence of the embodiment is eventually
End 9 includes: processor 90, memory 91 and is stored in the meter that can be run in the memory 91 and on the processor 90
Calculation machine program 92.The processor 90 is realized when executing the computer program 92 in above-mentioned each virtual fit method embodiment
The step of, such as step S201 to S205 shown in Fig. 2.Alternatively, reality when the processor 90 executes the computer program 92
Each module or the function of unit in existing above-mentioned each Installation practice, such as the function of module 81 to 85 shown in Fig. 8.
Illustratively, the computer program 92 can be divided into one or more modules or unit, it is one or
The multiple modules of person or unit are stored in the memory 91, and are executed by the processor 90, to complete the application.It is described
One or more modules or unit can be the series of computation machine program instruction section that can complete specific function, which uses
In implementation procedure of the description computer program 92 in the intelligent terminal 9.For example, the computer program 92 can be by
It is divided into image capture module, model adjustment module, computing module, fitting instruction acquisition module and module, each module is presented
Concrete function is as follows:
Image capture module, for obtaining human body direct picture and the human body side of user by depth image acquisition device
Image；Model adjusts module, for adjusting pre-generated 3D human mould according to human body direct picture and human body side image
Type obtains and the consistent target 3D manikin of user's figure；Computing module, for calculating and using according to target 3D manikin
The human body clothing data at family；Fitting instruction acquisition module, the fitting for obtaining user instruct；Module is presented, for being based on mesh
3D manikin is marked, the fitting effects of corresponding dress ornament are presented according to fitting instruction.
The intelligent terminal may include, but be not limited only to, processor 90, memory 91.Those skilled in the art can manage
Solution, Fig. 9 is only the example of intelligent terminal 9, does not constitute the restriction to intelligent terminal 9, may include more or more than illustrating
Few component perhaps combines certain components or different components, such as the intelligent terminal can also be set including input and output
Standby, network access equipment, bus etc..
Alleged processor 90 can be central processing unit (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng.
The memory 91 can be the internal storage unit of the intelligent terminal 9, such as the hard disk or interior of intelligent terminal 9
It deposits.The memory 91 is also possible to the External memory equipment of the intelligent terminal 9, such as be equipped on the intelligent terminal 9
Plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card dodge
Deposit card (Flash Card) etc..Further, the memory 91 can also both include the storage inside list of the intelligent terminal 9
Member also includes External memory equipment.The memory 91 is for storing needed for the computer program and the intelligent terminal
Other programs and data.The memory 91 can be also used for temporarily storing the data that has exported or will export.
It is apparent to those skilled in the art that for convenience of description and succinctly, only with above-mentioned each function
Can unit, module division progress for example, in practical application, can according to need and by above-mentioned function distribution by different
Functional unit, module are completed, i.e., the internal structure of described device is divided into different functional unit or module, more than completing
The all or part of function of description.Each functional unit in embodiment, module can integrate in one processing unit, can also
To be that each unit physically exists alone, can also be integrated in one unit with two or more units, it is above-mentioned integrated
Unit both can take the form of hardware realization, can also realize in the form of software functional units.In addition, each function list
Member, the specific name of module are also only for convenience of distinguishing each other, the protection scope being not intended to limit this application.Above system
The specific work process of middle unit, module, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, is not described in detail or remembers in some embodiment
The part of load may refer to the associated description of other embodiments.
Those of ordinary skill in the art may be aware that list described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
It is implemented in hardware or software, the specific application and design constraint depending on technical solution.Professional technician
Each specific application can be used different methods to achieve the described function, but this realization is it is not considered that exceed
Scope of the present application.
In embodiment provided herein, it should be understood that disclosed device, terminal and method can pass through
Other modes are realized.For example, device described above, terminal embodiment are only schematical, for example, the module or
The division of unit, only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units
Or component can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, institute
Display or the mutual coupling or direct-coupling or communication connection discussed can be through some interfaces, device or unit
INDIRECT COUPLING or communication connection can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, each functional unit in each embodiment of the application can integrate in one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If the integrated module or unit are realized in the form of SFU software functional unit and sell as independent product
Or it in use, can store in a computer readable storage medium.Based on this understanding, the application realizes above-mentioned reality
The all or part of the process in a method is applied, relevant hardware can also be instructed to complete by computer program, it is described
Computer program can be stored in a computer readable storage medium, the computer program when being executed by processor, it can be achieved that
The step of above-mentioned each embodiment of the method.Wherein, the computer program includes computer program code, the computer program
Code can be source code form, object identification code form, executable file or certain intermediate forms etc..Computer-readable Jie
Matter may include: can carry the computer program code any entity or device, recording medium, USB flash disk, mobile hard disk,
Magnetic disk, CD, computer storage, read-only memory (ROM, Read-Only Memory), random access memory (RAM,
Random Access Memory), electric carrier signal, telecommunication signal and software distribution medium etc..It should be noted that described
The content that computer-readable medium includes can carry out increasing appropriate according to the requirement made laws in jurisdiction with patent practice
Subtract, such as does not include electric carrier signal and electricity according to legislation and patent practice, computer-readable medium in certain jurisdictions
Believe signal.
Embodiment described above is only to illustrate the technical solution of the application, rather than its limitations；Although referring to aforementioned reality
Example is applied the application is described in detail, those skilled in the art should understand that: it still can be to aforementioned each
Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features；And these are modified
Or replacement, the spirit and scope of each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution should all
Comprising within the scope of protection of this application.
Claims (10)
1. a kind of virtual fit method characterized by comprising
The human body direct picture and human body side image of user are obtained by depth image acquisition device；
According to the human body direct picture and the human body side image, pre-generated 3D manikin is adjusted, is obtained and institute
State the consistent target 3D manikin of user's figure；
According to the target 3D manikin, the human body clothing data of the user are calculated；
Obtain the fitting instruction of the user；
Based on the target 3D manikin, the fitting effects of corresponding dress ornament are presented according to the fitting instruction.
2. method according to claim 2, which is characterized in that described according to the human body direct picture and the human body side
Image adjusts pre-generated 3D manikin, obtains and the consistent target 3D manikin of user's figure, comprising:
Image recognition is carried out to the human body direct picture and the human body side image respectively, obtains the pre- of the first human body
Setting parameter；
According to the parameter preset, the correspondence parameter of pre-generated 3D manikin is adjusted, is obtained and user's figure one
The target 3D manikin of cause.
3. the method as described in claim 1, which is characterized in that the target 3D manikin is based on described, according to described
Fitting instruction is presented after the fitting effects of corresponding dress ornament, further includes:
Obtain the custom made clothing instruction of the user；
According to the custom made clothing instruction and the human body clothing data, Xiang Suoshu user recommend the correspondence type of corresponding dress ornament at
Clothing, and the related data of the human body clothing data He correspondence type ready-made clothes is presented；
After the user completes order payment, order information and the human body clothing data are uploaded to backstage, for
Ready-made clothes system of processing is called, and creation production is completed.
4. method as claimed in claim 3, which is characterized in that it is described present the human body clothing data and correspondence type at
After the related data of clothing, further includes:
Obtain the clothing data point reuse instruction of the user；
It is instructed according to the clothing data point reuse, modifies corresponding human body clothing data.
5. such as the described in any item methods of Claims 1-4, which is characterized in that described according to the target 3D manikin,
After the human body clothing data for calculating the user, further includes:
According to the human body clothing data, the human body direct picture and the human body side image, obtain the user's
Vivid diagnostic result；
According to the vivid diagnostic result and default recommendation rules, determine that target recommends dress ornament；
The relevant information that the target recommends dress ornament is presented.
6. method as claimed in claim 5, which is characterized in that described according to the human body clothing data, human body front
Image and the human body side image, obtain the vivid diagnostic result of the user, comprising:
According to the human body clothing data, the figure of the user is determined；
The human body direct picture and the human body side image are identified respectively, determine the shape of face and skin of the user
Color；
Wherein, the vivid diagnostic result includes the figure, the shape of face and the colour of skin.
7. a kind of virtual fitting device characterized by comprising
Image capture module, for obtaining the human body direct picture and human body side view of user by depth image acquisition device
Picture；
Model adjusts module, for adjusting pre-generated 3D according to the human body direct picture and the human body side image
Manikin obtains and the consistent target 3D manikin of user's figure；
Computing module, for calculating the human body clothing data of the user according to the target 3D manikin；
Fitting instruction acquisition module, the fitting for obtaining the user instruct；
Presentation module tries effect on according to the corresponding dress ornament of the fitting instruction presentation for being based on the target 3D manikin
Fruit.
8. device as claimed in claim 7, which is characterized in that further include:
Vivid diagnostic module, for according to the human body clothing data, the human body direct picture and the human body side view
Picture obtains the vivid diagnostic result of the user；
Determining module, for determining that target recommends dress ornament according to the vivid diagnostic result and default recommendation rules；
Recommending module, the target recommends the relevant information of dress ornament for rendering.
9. a kind of intelligent terminal, which is characterized in that in the memory and can be in institute including memory, processor and storage
The computer program run on processor is stated, the processor realizes such as claim 1 to 6 times when executing the computer program
The step of one the method.
10. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage has computer journey
Sequence is realized when the computer program is executed by processor such as the step of any one of claim 1 to 6 the method.
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| CN113159876A (en) * | 2020-01-21 | 2021-07-23 | 海信集团有限公司 | Clothing matching recommendation device and method and storage medium |
| CN114445271A (en) * | 2022-04-01 | 2022-05-06 | 杭州华鲤智能科技有限公司 | Method for generating virtual fitting 3D image |
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