CN106952142A - Clothing matching intelligent recommendation systems, devices and methods - Google Patents
Clothing matching intelligent recommendation systems, devices and methods Download PDFInfo
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- CN106952142A CN106952142A CN201710160234.6A CN201710160234A CN106952142A CN 106952142 A CN106952142 A CN 106952142A CN 201710160234 A CN201710160234 A CN 201710160234A CN 106952142 A CN106952142 A CN 106952142A
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- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
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Abstract
The invention provides a kind of clothing matching intelligent recommendation systems, devices and methods, the present invention includes Database Unit, image unit, human bioequivalence processing unit, clothing matching sample recommendation unit, clothing matching sample selecting unit, expected dress ornament image generation unit and clothing matching advisory information recommendation unit；The clothing matching sample that the clothing matching advisory information recommendation unit is used to be selected by the clothing matching sample selecting unit according to user recommends the clothing matching advisory information to user, and is output to display unit.The present invention not only solves the problem that user chooses dress ornament, allows user not have any dressing knowledge also to buy suitable article；Dress ornament is recommended more hommization, personalization simultaneously, significantly improve the distribution effect of product, be that businessman saves mass advertising expense.
Description
Technical field
Field is promoted the present invention relates to dress ornament, more particularly, it relates to a kind of clothing matching intelligent recommendation system, clothing matching intelligence
Can recommendation apparatus and clothing matching intelligent recommendation method.
Background technology
At present, people's purchase clothes and/or accessories mainly have two kinds of channels, and one kind is that solid shop/brick and mortar store is chosen, without speaking more,
There are many drawbacks in it, unique advantage is to experience fitting effects and try physical examination on, but this advantage is still brought
Drawback, such as client to try the time on long, it is impossible to try on one by one；Another is exactly that, by network shopping, without speaking more, it is present
Lot of advantages, but it can not such as experience fitting effects there is also some drawbacks, buy just find it is pretty good with model see,
But it is not appropriate for oneself.No matter people are bought by above-mentioned any channel, it is required for clearly knowing what oneself is desirable to,
And to have certain dressing knowledge, it not so can not all reach preferable effect.
The content of the invention
It is an object of the invention to provide a kind of clothing matching intelligent recommendation system, clothing matching intelligent recommendation device and clothes
Decorations collocation intelligent recommendation method.The present invention can allow user first to confirm the clothing matching effect for oneself wanting to reach, then to
Family intelligent recommendation wants to reach this clothing matching effect needs to buy which dress ornament used.
To achieve the above object, the present invention provides following technical scheme：
A kind of clothing matching intelligent recommendation system, including：
Database Unit, for storing clothing matching Sample Storehouse and clothing matching advisory information storehouse；The clothing matching sample
Ben Kunei includes some clothing matching samples；The clothing matching advisory information storehouse includes some clothing matching advisory informations；Also
Corresponding relation for storing clothing matching sample and clothing matching advisory information；
Image unit, its human body for being used to shoot user simultaneously exports human body image；
Control unit, it includes human bioequivalence processing unit, clothing matching sample recommendation unit, clothing matching samples selection
Unit, expected dress ornament image generation unit and clothing matching advisory information recommendation unit；Wherein,
Human bioequivalence processing unit, it is used for the human body image for recognizing the image unit output, obtains human body special
Levy parameter；
Clothing matching sample recommendation unit, it is used for the characteristics of human body obtained according to the human bioequivalence processing unit
Parameter, recommends several clothing matching samples of the clothing matching Sample Storehouse memory storage to user, and is output to display unit；
Clothing matching sample selecting unit, it is used for user and selects to determine a clothing matching sample from the display unit
This；
It is expected that dress ornament image generation unit, it is used for what is selected according to user by the clothing matching sample selecting unit
Dress ornament image is expected in the clothing matching sample, and the human body image generation of image unit output, and is output to
The display unit；Or, it is used for the clothing matching sample recommended according to the clothing matching sample recommendation unit, with
And the expected dress ornament image of human body image generation of the image unit output, and it is output to the display unit；
Clothing matching advisory information recommendation unit, it is used to be selected by the clothing matching sample selecting unit according to user
The clothing matching sample selected recommends the clothing matching advisory information to user, and is output to display unit；
Display unit, it is used for the human body image for showing the image unit output, and clothing matching sample is recommended single
Several clothing matching samples that member is recommended, it is contemplated that the expection dress ornament image of dress ornament image generation unit generation, and dress ornament are taken
The clothing matching advisory information recommended with advisory information recommendation unit.
As further preferred scheme of the invention, the clothing matching advisory information includes dress ornament merchandise news and its clothes
Adorn tie-in sale application method；The dress ornament merchandise news includes toggery information and/or accessories merchandise news.
As further preferred scheme of the invention, the purchase that the dress ornament merchandise news includes dress ornament commodity is linked.
As further preferred scheme of the invention, the human body is upper half of human body or the human body lower part of the body or complete
Body.
As further preferred scheme of the invention, the dress ornament commodity intelligent recommendation system also includes data and updates single
Member, it is used to store user data update into the Database Unit；It is defeated that the user data includes the image unit
The human body image gone out, it is contemplated that the expection dress ornament image of dress ornament image generation unit generation, human bioequivalence processing unit is obtained
Characteristics of human body's parameter, user is by the selected clothing matching sample of clothing matching sample selecting unit, and user makes
Clothing matching sample and clothing matching advisory information.
As further preferred scheme of the invention, the clothing matching sample recommendation unit passes through clothes referring also to user
The decorations collocation selected clothing matching sample of sample selecting unit, the parameter of the dress ornament commodity intelligent recommendation systemic presupposition, with
And the parameter of user preset, recommend clothing matching sample to user.
As the further preferred scheme of the present invention, the dress ornament commodity intelligent recommendation system also includes social unit and divided
Enjoy unit；
The social unit, it is used for user and exchanged with user；
The shares unit, it is used for the human body image that user exports the image unit, or the expection
The expection dress ornament image of dress ornament image generation unit generation, or the dress ornament that clothing matching advisory information recommendation unit is recommended
Collocation advisory information, shares the social unit.
A kind of dress ornament commodity intelligent recommendation device, including above-mentioned dress ornament commodity intelligent recommendation system.
A kind of dress ornament commodity intelligent recommendation method, including above-mentioned dress ornament commodity intelligent recommendation system, are concretely comprised the following steps：
S1, build Database Unit；
S2, the human body by image unit shooting user simultaneously export human body image；
S3, the human body image by the human bioequivalence processing unit identification image unit output, obtain characteristics of human body
Parameter；
S4, the characteristics of human body obtained by clothing matching sample recommendation unit according to the human bioequivalence processing unit join
Number, recommends several clothing matching samples of the clothing matching Sample Storehouse memory storage to user, and is output to display unit；
S5, user select to determine a clothing matching sample using clothing matching sample selecting unit from the display unit
This；
S6, the institute selected by expected dress ornament image generation unit according to user by the clothing matching sample selecting unit
Clothing matching sample is stated, and dress ornament image is expected in the human body image generation of image unit output, and it is output to institute
State display unit；
S7, by user confirm whether the expection dress ornament image of the expected dress ornament image generation unit generation is satisfied with；If choosing
Selecting is, then into step S8；If you select No, then into step S4 or step S5；
S8, selected according to user by the clothing matching sample selecting unit by clothing matching advisory information recommendation unit
The clothing matching sample recommend the clothing matching advisory information to user, and be output to display unit.
As further preferred scheme of the invention, step S5 and step S6 are replaced with following steps：By expected dress ornament
The clothing matching sample that image generation unit is recommended according to the clothing matching sample recommendation unit, and the shooting are single
The expected dress ornament image of human body image generation of member output, and it is output to the display unit；Then user is taken using dress ornament
One clothing matching sample of determination is selected from the display unit with sample selecting unit.
Compared with prior art, the beneficial effects of the invention are as follows：The present invention can allow user first to confirm oneself to want to reach
Clothing matching effect, right rear line intelligent recommendation wanted to reach that this clothing matching effect needs to buy and taken using which
Decorations, not only solve the problem that user chooses dress ornament, allow user not have any dressing knowledge also to buy suitable article；Together
When make dress ornament recommend more hommization, personalization, significantly improve the distribution effect of product, be businessman save mass advertising expense.
Brief description of the drawings
Fig. 1 is the theory diagram of clothing matching intelligent recommendation system of the present invention；
Fig. 2 is the flow chart of clothing matching intelligent recommendation system of the present invention；
In figure：1- Database Unit, 2- image units, 3- control units, 31- human bioequivalences processing unit, 32- dress ornaments are taken
Dress ornament image generation unit, 35- clothing matchings are expected with sample recommendation unit, 33- clothing matchings sample selecting unit, 34- to build
Discuss the social unit of information recommendation unit, 4- display units, 5- data updating units, 6-, 7- shares units.
Embodiment
The technical scheme of this patent is described in more detail with reference to embodiment.
Referring to Fig. 1, a kind of clothing matching intelligent recommendation system, including：
Database Unit 1, for storing clothing matching Sample Storehouse and clothing matching advisory information storehouse；The clothing matching sample
Ben Kunei includes some clothing matching samples；The clothing matching advisory information storehouse includes some clothing matching advisory informations；Also
Corresponding relation for storing clothing matching sample and clothing matching advisory information；The clothing matching advisory information is by dress ornament business
Product information and its dress ornament tie-in sale application method composition；The dress ornament merchandise news includes toggery information and/or accessories
Merchandise news；
Image unit 2, its human body for being used to shoot user simultaneously exports human body image；
Control unit 3, it includes human bioequivalence processing unit 31, clothing matching sample recommendation unit 32, clothing matching sample
This select unit 33, expected dress ornament image generation unit 34 and clothing matching advisory information recommendation unit 35；Wherein,
Human bioequivalence processing unit 31, it is used for the human body image for recognizing that the image unit 2 is exported, and obtains human body
Characteristic parameter；Characteristics of human body's parameter can include shape, hair style, shape of face, colour of skin etc.；
Clothing matching sample recommendation unit 32, it is used for the human body obtained according to the human bioequivalence processing unit 31
Characteristic parameter, recommends several clothing matching samples of the clothing matching Sample Storehouse memory storage to user, and is output to display
Unit 4；
Clothing matching sample selecting unit 33, it is used for user and selects to determine that a dress ornament is taken from the display unit 4
With sample；
It is expected that dress ornament image generation unit 34, it is used to be selected by the clothing matching sample selecting unit 33 according to user
The clothing matching sample selected, and the expected dress ornament image of human body image generation that the image unit 2 is exported, and it is defeated
Go out to the display unit；Or, it is used for the clothing matching recommended according to the clothing matching sample recommendation unit 33
Sample, and the expected dress ornament image of human body image generation that the image unit 2 is exported, and it is output to the display unit
4；
Clothing matching advisory information recommendation unit 35, it is used to pass through the clothing matching sample selecting unit according to user
The clothing matching sample of 32 selections recommends the clothing matching advisory information to user, and is output to display unit 4；
Display unit 4, it is used for the human body image for showing that the image unit 2 is exported, and clothing matching sample is recommended
Several clothing matching samples that unit 32 is recommended, it is contemplated that the expection dress ornament image that dress ornament image generation unit 34 is generated, and
The clothing matching advisory information that clothing matching advisory information recommendation unit 35 is recommended.
The present invention can allow user first to confirm the dress ornament effect for oneself wanting to reach, right rear line intelligent recommendation wants to reach
To this dress ornament effect, it is necessary to buy using which dress ornament, the problem that user chooses dress ornament is not only solved, allows user not appoint
What dressing knowledge can also buy suitable article；Dress ornament is recommended more hommization, personalization simultaneously, significantly improve product
Effect is promoted, is that businessman saves mass advertising expense.
In the present invention, the clothing matching intelligent recommendation system also includes data updating unit, and it is used for user data
Update in the Database Unit and store；The user data includes the human body image that the image unit is exported, in advance
The expection dress ornament image of phase dress ornament image generation unit generation, human bioequivalence processing unit obtains characteristics of human body's parameter, Yong Hutong
The selected clothing matching sample of clothing matching sample selecting unit is crossed, and the clothing matching sample and dress ornament of user's making are taken
With advisory information.The data updating unit 5 provides data basis to provide the user with more personalized service.
In the present invention, the clothing matching sample recommendation unit 32 passes through clothing matching samples selection list referring also to user
First 33 selected clothing matching samples, the clothing matching intelligent recommendation systemic presupposition parameter (such as time parameter, according to when
Between different recommend different clothing matching samples；Climate parameter, different clothing matching samples are recommended according to weather difference), with
And (such as user will go the occasion participated in the parameter of user preset, and different clothing matching samples are recommended according to the occasion of setting difference
This), recommend clothing matching sample to user.The present invention realizes intelligent recommendation by cosmetic sample recommendation unit 32, particularly
With reference to user by the selected cosmetic sample of cosmetic sample selecting unit 33, by long-term training, cosmetic sample can be strengthened
The learning ability of recommendation unit 32, provides the user and more accurately recommends.
In the present invention, the clothing matching intelligent recommendation system also includes social unit 6 and shares unit 7；
The social unit 6, it is used for user and exchanged with user；For example：For proposing that dress ornament is needed by one of user
Ask, another user recommends clothing matching sample and dress ornament to advise according to user's dress ornament demand to it；
The shares unit 7, it is used for the human body image that user exports the image unit, or the expection
The expection dress ornament image of dress ornament image generation unit generation, or the dress ornament that clothing matching advisory information recommendation unit is recommended
Collocation advisory information, shares the social unit 6.
Social activity unit 6 of the invention and shares unit 7 can meet user to different societies significantly by increasing the viscosity of user
Hand over the demand of scene.
A kind of clothing matching intelligent recommendation device, including above-mentioned clothing matching intelligent recommendation system.The device can be
Mobile phone, PC, panel computer, pier glass.
A kind of clothing matching intelligent recommendation method, including above-mentioned clothing matching intelligent recommendation system, are concretely comprised the following steps：
S1, build Database Unit 1；
S2, the human body of user is shot by image unit 2 and human body image is exported；
The human body image that S3, the image unit 2 as described in human bioequivalence processing unit recognizes 31 are exported, obtains human body special
Levy parameter；
S4, the human body spy obtained by clothing matching sample recommendation unit 32 according to the human bioequivalence processing unit 31
Parameter is levied, recommends several clothing matching samples of the clothing matching Sample Storehouse memory storage to user, and it is single to be output to display
Member；
S5, user select to determine that a dress ornament is taken using clothing matching sample selecting unit 33 from the display unit 4
With sample；
S6, selected according to user by the clothing matching sample selecting unit 33 by expected dress ornament image generation unit 34
The clothing matching sample, and the expected dress ornament image of human body image generation that the image unit 2 is exported, and exporting
To the display unit 4；
S7, by user confirm whether the expection dress ornament image that the expected dress ornament image generation unit 34 is generated is satisfied with；If
Selection is, then into step S8；If you select No, then into step S4 or step S5；
S8, by clothing matching advisory information recommendation unit 35 the clothing matching sample selecting unit 33 is passed through according to user
The clothing matching sample of selection recommends the clothing matching advisory information to user, and is output to display unit 4.
As another embodiment of the invention, step S5 and step S6 can be replaced with following steps：By expected dress ornament
The clothing matching sample that image generation unit 34 is recommended according to the clothing matching sample recommendation unit 32, and described take the photograph
As the expected dress ornament image of human body image generation that unit 2 is exported, and it is output to the display unit 4；Then user uses
Clothing matching sample selecting unit 33 selects to determine a clothing matching sample from the display unit 4.The present embodiment is first
See expected dress ornament image, then reselection clothing matching sample, more straightforward.
The better embodiment to this patent is explained in detail above, but this patent is not limited to above-mentioned embodiment party
, can also be on the premise of this patent objective not be departed from formula, the knowledge that one skilled in the relevant art possesses
Make a variety of changes.
Claims (10)
1. a kind of clothing matching intelligent recommendation system, including：
Database Unit, for storing clothing matching Sample Storehouse and clothing matching advisory information storehouse；The clothing matching Sample Storehouse
It is interior to include some clothing matching samples；The clothing matching advisory information storehouse includes some clothing matching advisory informations；It is additionally operable to
Store clothing matching sample and the corresponding relation of clothing matching advisory information；
Image unit, its human body for being used to shoot user simultaneously exports human body image；
Control unit, it includes human bioequivalence processing unit, clothing matching sample recommendation unit, clothing matching samples selection list
Member, expected dress ornament image generation unit and clothing matching advisory information recommendation unit；Wherein,
Human bioequivalence processing unit, it is used for the human body image for recognizing the image unit output, obtains characteristics of human body's ginseng
Number；
Clothing matching sample recommendation unit, it is used for the characteristics of human body ginseng obtained according to the human bioequivalence processing unit
Number, recommends several clothing matching samples of the clothing matching Sample Storehouse memory storage to user, and is output to display unit；
Clothing matching sample selecting unit, it is used for user and selects to determine a clothing matching sample from the display unit；
It is expected that dress ornament image generation unit, it is used for according to user is selected by the clothing matching sample selecting unit
Dress ornament image is expected in clothing matching sample, and the human body image generation of image unit output, and is output to described
Display unit；Or, it is used for the clothing matching sample recommended according to the clothing matching sample recommendation unit, Yi Jisuo
The expected dress ornament image of human body image generation of image unit output is stated, and is output to the display unit；
Clothing matching advisory information recommendation unit, it is used for what is selected according to user by the clothing matching sample selecting unit
The clothing matching sample recommends the clothing matching advisory information to user, and is output to display unit；
Display unit, it is used for the human body image for showing the image unit output, and clothing matching sample recommendation unit is pushed away
Several clothing matching samples recommended, it is contemplated that the expection dress ornament image of dress ornament image generation unit generation, and clothing matching are built
Discuss the clothing matching advisory information that information recommendation unit is recommended.
2. clothing matching intelligent recommendation system according to claim 1, it is characterized in that, the clothing matching advisory information bag
Include dress ornament merchandise news and its dress ornament tie-in sale application method；The dress ornament merchandise news include toggery information and/or
Accessories merchandise news.
3. clothing matching intelligent recommendation system according to claim 2, it is characterized in that, the dress ornament merchandise news includes clothes
Adorn the purchase link of commodity.
4. clothing matching intelligent recommendation system according to claim 1, it is characterized in that, the human body be upper half of human body or
Person's human body lower part of the body or whole body.
5. the clothing matching intelligent recommendation system according to one of claim 1-4, it is characterized in that, the dress ornament commodity intelligence
Commending system also includes data updating unit, and it is used to store user data update into the Database Unit；It is described to use
User data includes the human body image that the image unit is exported, it is contemplated that the expection dress ornament figure of dress ornament image generation unit generation
Picture, human bioequivalence processing unit obtains characteristics of human body's parameter, and user passes through the selected dress ornament of clothing matching sample selecting unit
Arrange in pairs or groups sample, and user make clothing matching sample and clothing matching advisory information.
6. clothing matching intelligent recommendation system according to claim 5, it is characterized in that, the clothing matching sample is recommended single
Member, referring also to user by the selected clothing matching sample of clothing matching sample selecting unit, the dress ornament commodity are intelligently pushed away
Recommend the parameter of systemic presupposition, and user preset parameter, recommend clothing matching sample to user.
7. clothing matching intelligent recommendation system according to claim 5, it is characterized in that, the dress ornament commodity intelligent recommendation system
System also includes social unit and shares unit；
The social unit, it is used for user and exchanged with user；
The shares unit, it is used for the human body image that user exports the image unit, or the expected dress ornament
The expection dress ornament image of image generation unit generation, or the clothing matching that clothing matching advisory information recommendation unit is recommended
Advisory information, shares the social unit.
8. a kind of dress ornament commodity intelligent recommendation device, including the dress ornament commodity intelligent recommendation system as described in one of claim 1-7
System.
9. a kind of dress ornament commodity intelligent recommendation method, it is characterized in that, including the dress ornament commodity intelligence as described in one of claim 1-7
Energy commending system, is concretely comprised the following steps：
S1, build Database Unit；
S2, the human body by image unit shooting user simultaneously export human body image；
S3, the human body image by the human bioequivalence processing unit identification image unit output, obtain characteristics of human body's parameter；
S4, the characteristics of human body's parameter obtained by clothing matching sample recommendation unit according to the human bioequivalence processing unit,
Recommend several clothing matching samples of the clothing matching Sample Storehouse memory storage to user, and be output to display unit；
S5, user select to determine a clothing matching sample using clothing matching sample selecting unit from the display unit；
S6, the clothes selected by expected dress ornament image generation unit according to user by the clothing matching sample selecting unit
Dress ornament image is expected in decorations collocation sample, and the human body image generation of image unit output, and is output to described aobvious
Show unit；
S7, by user confirm whether the expection dress ornament image of the expected dress ornament image generation unit generation is satisfied with；If selection is,
Then enter step S8；If you select No, then into step S4 or step S5；
S8, the institute selected by clothing matching advisory information recommendation unit according to user by the clothing matching sample selecting unit
State clothing matching sample and recommend the clothing matching advisory information to user, and be output to display unit.
10. dress ornament commodity intelligent recommendation method according to claim 9, it is characterized in that, step S5 and step S6 is replaced
For following steps：The dress ornament recommended by expected dress ornament image generation unit according to the clothing matching sample recommendation unit is taken
The expected dress ornament image of human body image generation with sample, and image unit output, and it is single to be output to the display
Member；Then user selects to determine a clothing matching sample using clothing matching sample selecting unit from the display unit.
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| CN107993131A (en) * | 2017-12-27 | 2018-05-04 | 广东欧珀移动通信有限公司 | Wear to take and recommend method, apparatus, server and storage medium |
| CN108022161A (en) * | 2017-12-26 | 2018-05-11 | 河北中晟易通科技有限公司 | Clothing matching commending system based on image recognition and big data analysis |
| CN108428166A (en) * | 2018-02-13 | 2018-08-21 | 东华大学 | The clothes commending system of figure and features feature recognition classification based on convolutional neural networks |
| CN109214873A (en) * | 2018-10-29 | 2019-01-15 | 黄冠文 | A kind of intelligent shoe cabinet and shoes recommended method |
| CN109284666A (en) * | 2018-07-24 | 2019-01-29 | 电子科技大学中山学院 | A kind of dress ornament suggested design based on image recognition and big data |
| CN109727090A (en) * | 2018-12-07 | 2019-05-07 | 施彦宸 | A kind of Intelligent Selection applied to color make-up article dispenser takes service system |
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| US20160284018A1 (en) * | 2011-02-17 | 2016-09-29 | Metail Limited | Computer implemented methods and systems for generating virtual body models for garment fit visualisation |
| CN104952113A (en) * | 2015-07-08 | 2015-09-30 | 北京理工大学 | Dress fitting experience method, system and equipment |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108022161A (en) * | 2017-12-26 | 2018-05-11 | 河北中晟易通科技有限公司 | Clothing matching commending system based on image recognition and big data analysis |
| CN107993131A (en) * | 2017-12-27 | 2018-05-04 | 广东欧珀移动通信有限公司 | Wear to take and recommend method, apparatus, server and storage medium |
| CN108428166A (en) * | 2018-02-13 | 2018-08-21 | 东华大学 | The clothes commending system of figure and features feature recognition classification based on convolutional neural networks |
| CN109284666A (en) * | 2018-07-24 | 2019-01-29 | 电子科技大学中山学院 | A kind of dress ornament suggested design based on image recognition and big data |
| CN109214873A (en) * | 2018-10-29 | 2019-01-15 | 黄冠文 | A kind of intelligent shoe cabinet and shoes recommended method |
| CN109727090A (en) * | 2018-12-07 | 2019-05-07 | 施彦宸 | A kind of Intelligent Selection applied to color make-up article dispenser takes service system |
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