CN106803103A - The method and system of automatic collocation clothing - Google Patents
The method and system of automatic collocation clothing Download PDFInfo
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- CN106803103A CN106803103A CN201710048834.3A CN201710048834A CN106803103A CN 106803103 A CN106803103 A CN 106803103A CN 201710048834 A CN201710048834 A CN 201710048834A CN 106803103 A CN106803103 A CN 106803103A
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- information
- collocation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
- G06V10/751—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
- G06V10/7515—Shifting the patterns to accommodate for positional errors
Abstract
The invention provides the method and system of automatic collocation clothing, it is related to field of computer technology, including obtain collocation pictorial information；Fisrt feature information is extracted from collocation pictorial information, and fisrt feature information is stored；Obtain present cloth pictorial information；Second feature information is extracted from present cloth pictorial information；Second feature information is matched with fisrt feature information, so as to obtain corresponding collocation picture；If there is repetitive picture in corresponding collocation picture, whether all present cloths that judgement is matched with repetitive picture are different classes of；If all present cloths are different classes of, all present cloths are arranged in pairs or groups according to the clothing in the repetitive picture.The present invention can automatically carry out clothing collocation according to collocation picture, user is realized that high-quality is worn and take, so as to meet user's request.
Description
Technical field
The present invention relates to field of computer technology, more particularly, to the method and system of automatic collocation clothing.
Background technology
Present garment coordination relies primarily on people, and many people are ignorant of collocation, really understands only a few peoples of fashionable dress collocation.
There is the software of some automatic collocations, by some empirical algorithms, such as setting jeans can arrange in pairs or groups white shirt, and green sweater can
Arrange in pairs or groups small black skirt etc..The characteristics of these algorithms is to preset some parameters, according to parameter selection collocation target, or presets some calculations
Method, the probability that two pieces clothes can arrange in pairs or groups is calculated according to algorithm, and although this collocation mode has saved manually, but the precision that success is arranged in pairs or groups
It is very low, and without scalability, proprietary demand can not be met, allow owner to have collocation selection as much as possible.
The content of the invention
In view of this, it is an object of the invention to provide the method and system of automatic collocation clothing, can be schemed according to collocation
Piece carries out clothing collocation automatically, user is realized that high-quality is worn and takes, so as to meet user's request.
In a first aspect, the method that the embodiment of the invention provides automatic collocation clothing, including：
Obtain collocation pictorial information；
Fisrt feature information is extracted from the collocation pictorial information, and the fisrt feature information is stored；
Obtain present cloth pictorial information；
Second feature information is extracted from the present cloth pictorial information；
The second feature information is matched with the fisrt feature information, so as to obtain corresponding collocation figure
Piece；
If there is repetitive picture in the corresponding collocation picture, judge that what is matched with the repetitive picture owns
Whether present cloth is different classes of；
If all present cloths are different classes of, by all present cloths according in the repetitive picture
Clothing arranged in pairs or groups.
With reference in a first aspect, the embodiment of the invention provides the first possible implementation method of first aspect, wherein, institute
Stating method also includes：
If the repetitive picture includes the clothing in addition to matching, the information of the ejection clothing in addition to matching.
With reference in a first aspect, the embodiment of the invention provides second possible implementation method of first aspect, wherein, institute
Stating fisrt feature information includes first item formula classification information, the first style detailed information, the first colouring information and the first pattern letter
Breath.
With reference to second possible implementation method of first aspect, the third of first aspect is the embodiment of the invention provides
Possible implementation method, wherein, the second feature information includes second item formula classification information, the second style detailed information, the
Second colors information and the second pattern-information.
With reference to the third possible implementation method of first aspect, the 4th kind of first aspect is the embodiment of the invention provides
Possible implementation method, wherein, it is described that the second feature information is matched with the fisrt feature information, so as to obtain
Corresponding collocation picture includes：
By the first style classification information, the first style detailed information, first colouring information and described
One pattern-information respectively with the second style classification information, the second style detailed information, second colouring information and
Second pattern-information is matched, so as to obtain the corresponding collocation picture.
Second aspect, the system that the embodiment of the present invention also provides automatic collocation clothing, including：
First acquisition unit, for obtaining collocation pictorial information；
First extraction unit for extracting fisrt feature information and special by described first from the collocation pictorial information
Reference breath is stored；
Second acquisition unit, for obtaining present cloth pictorial information；
Second extraction unit, for extracting second feature information from the present cloth pictorial information；
Matching unit, for the second feature information to be matched with the fisrt feature information, so as to obtain phase
Corresponding collocation picture；
Judging unit, for it there is repetitive picture in the corresponding collocation picture in the case of, judge with it is described
Whether all present cloths of repetitive picture matching are different classes of；
Collocation unit, in the case of being different classes of in all present cloths, by all present cloths
Arranged in pairs or groups according to the clothing in the repetitive picture.
With reference to second aspect, the first possible implementation method of second aspect is the embodiment of the invention provides, wherein, also
Including：
Recommendation unit, for including the clothing in addition to matching in the repetitive picture in the case of, ejection it is described except
Information with outer clothing.
With reference to second aspect, second possible implementation method of second aspect is the embodiment of the invention provides, wherein, institute
Stating fisrt feature information includes first item formula classification information, the first style detailed information, the first colouring information and the first pattern letter
Breath.
With reference to second possible implementation method of second aspect, the third of second aspect is the embodiment of the invention provides
Possible implementation method, wherein, the second feature information includes second item formula classification information, the second style detailed information, the
Second colors information and the second pattern-information.
With reference to the third possible implementation method of second aspect, the 4th kind of second aspect is the embodiment of the invention provides
Possible implementation method, wherein, also include：The matching unit also includes：
By the first style classification information, the first style detailed information, first colouring information and described
One pattern-information respectively with the second style classification information, the second style detailed information, second colouring information and
Second pattern-information is matched, so as to obtain the corresponding collocation picture.
The invention provides the method and system of automatic collocation clothing, including obtain collocation pictorial information；From collocation picture
Fisrt feature information is extracted in information, and fisrt feature information is stored；Obtain present cloth pictorial information；From current clothing
Second feature information is extracted in thing pictorial information；Second feature information is matched with fisrt feature information, so as to obtain phase
Corresponding collocation picture；If there is repetitive picture in corresponding collocation picture, it is all that judgement is matched with repetitive picture
Whether present cloth is different classes of；If all present cloths are different classes of, by all present cloths according to described heavy
Clothing in multiple picture is arranged in pairs or groups, and such that it is able to carry out clothing collocation automatically according to collocation picture, user is realized that high-quality is worn
Take, so as to meet user's request.
Other features and advantages of the present invention will be illustrated in the following description, also, the partly change from specification
Obtain it is clear that or being understood by implementing the present invention.The purpose of the present invention and other advantages are in specification, claims
And specifically noted structure is realized and obtained in accompanying drawing.
To enable the above objects, features and advantages of the present invention to become apparent, preferred embodiment cited below particularly, and coordinate
Appended accompanying drawing, is described in detail below.
Brief description of the drawings
In order to illustrate more clearly of the specific embodiment of the invention or technical scheme of the prior art, below will be to specific
The accompanying drawing to be used needed for implementation method or description of the prior art is briefly described, it should be apparent that, in describing below
Accompanying drawing is some embodiments of the present invention, for those of ordinary skill in the art, before creative work is not paid
Put, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is the method flow diagram of the automatic collocation clothing that the embodiment of the present invention one is provided；
Fig. 2 is the system structure diagram of the automatic collocation clothing that the embodiment of the present invention two is provided；
Fig. 3 is the method schematic diagram of the automatic collocation clothing that the embodiment of the present invention one is provided；
Fig. 4 is the system structure diagram of another automatic collocation clothing that the embodiment of the present invention two is provided.
Icon：
10- first acquisition units；The extraction units of 20- first；30- second acquisition units；The extraction units of 40- second；50-
With unit；60- judging units；70- collocation units；80- recommendation units.
Specific embodiment
To make the purpose, technical scheme and advantage of the embodiment of the present invention clearer, below in conjunction with accompanying drawing to the present invention
Technical scheme be clearly and completely described, it is clear that described embodiment is a part of embodiment of the invention, rather than
Whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art are not making creative work premise
Lower obtained every other embodiment, belongs to the scope of protection of the invention.
The software of current automatic collocation relies on some empirical algorithms, such as setting jeans can arrange in pairs or groups white shirt, green
Sweater can arrange in pairs or groups small black skirt etc..The characteristics of these algorithms is to preset some parameters, according to parameter selection collocation target, or is preset
Some algorithms, the probability that two pieces clothes can arrange in pairs or groups is calculated according to algorithm, and although this collocation mode has saved manually, but successfully arranges in pairs or groups
Precision it is very low, and without scalability, proprietary demand can not be met, allow owner to have collocation as much as possible
Selection.Based on this, the method and system of automatic collocation clothing provided in an embodiment of the present invention can automatically enter according to collocation picture
Row clothing is arranged in pairs or groups, and user is realized that high-quality is worn and is taken, so as to meet user's request.
For ease of understanding the present embodiment, first to the method for the automatic collocation clothing disclosed in the embodiment of the present invention
Described in detail with system.
Embodiment one：
Fig. 1 is the method flow diagram of the automatic collocation clothing that the embodiment of the present invention one is provided.
Reference picture 1, the method for automatic collocation clothing includes：
Step S101, obtains collocation pictorial information；
Specifically, substantial amounts of fashion clothing collocation picture is obtained by terminal, can is star, professional model, ordinary people
High-quality wear and take fashion picture, by these fashion collocation picture storage to database, during due to can all produce substantial amounts of daily
Still picture, therefore substantial amounts of clothing matching method is just produced, database often increases a fashion collocation picture, is increased by one kind and takes
Method of completing the square, as the reference picture of automatic collocation clothing.
Step S102, extracts fisrt feature information, and fisrt feature information is stored from collocation pictorial information；
Here it is possible to pass through computer image recognition technology process collocation picture, the shape in collocation picture is extracted
The characteristic informations such as shape, color, pattern, and by these characteristic informations storage to database.
Step S103, obtains present cloth pictorial information；
Specifically, present cloth picture refers to the clothing picture for needing collocation, it is possible to use terminal is worked as by shooting
The clothing picture that preceding clothing picture, or user specify in the local picture of terminal.
Step S104, extracts second feature information from present cloth pictorial information；
Specifically, present cloth picture can be processed by computer image recognition technology, extracts present cloth
The characteristic informations such as shape, color, pattern in picture, and by these characteristic informations storage to database.
Step S105, second feature information is matched with fisrt feature information, so as to obtain corresponding collocation figure
Piece；
Specifically, fisrt feature information is the characteristic information of fashion collocation picture, and second feature information is to need collocation
The characteristic information of clothing picture, is matched second feature information with fisrt feature information by predetermined rule or algorithm,
If inquiring the fisrt feature information with second feature information matches, the collocation picture comprising fisrt feature information is obtained,
So as to obtain the fashion collocation picture corresponding with the clothing picture of collocation is needed, wherein, fashion collocation picture includes needing
The clothing to be arranged in pairs or groups or clothing as the garment type arranged in pairs or groups with needs, for example, according to a picture for white shirt, inquiring one
The fashion collocation picture for including white shirt and a blue jeans is opened, then the picture of white shirt and fashion collocation picture
Match somebody with somebody.
Step S106, if there is repetitive picture in corresponding collocation picture, the institute that judgement is matched with repetitive picture
Have whether present cloth is different classes of；
Here, if repetitive picture in corresponding collocation picture, i.e., different present cloths (need the clothing of collocation
Thing) match same collocation picture, then judge different present cloths whether be it is different classes of, specifically can be according to different
Whether the characteristic information of present cloth obtains their classification, so as to determine whether different classifications, i.e., be diverse location
Clothing, such as jacket and trousers.
Step S107, if all present cloths are different classes of, by all present cloths according in repetitive picture
Clothing is arranged in pairs or groups.
It should be noted that (repeating to scheme if two pieces needs the clothing of collocation to match same Zhang Shishang pictures
Piece), then it is assumed that the clothing of this two pieces needs collocation can arrange in pairs or groups, and collocation example is exactly the fashion picture of this repetition,
Such as, white shirt, a blue jeans, all inquire same Zhang Shishang pictures, and in this fashion picture, model wears
One much like white shirt and a much like blue jeans, then it is assumed that, this part white shirt and this blue cowboy
Trousers can be that collocation gets up to wear, and according to being exactly this fashion picture, specifically can refer to Fig. 3.
Exemplary embodiment of the invention, methods described also includes：
If repetitive picture includes the clothing in addition to matching, the information of the clothing in addition to matching is ejected.
Specifically, when user according to fashion collocation picture (model has worn a white shirt in figure, a jeans,
A pair of red shoes) when finding that the white shirt and jeans of oneself can arrange in pairs or groups, the red being but similar in figure is high
With footwear.At this time, collocation system will automatically recommend a pair of red shoes commodity.User has had the two pieces in three, only
Lack an arranging effect that can just reach in figure, as long as user likes this collocation, the red high heel of purchase this pair will be very willing to
Footwear.
Exemplary embodiment of the invention, fisrt feature information includes that first item formula classification information, the first style are thin
Section information, the first colouring information and the first pattern-information.
Here, style classification is including jacket, trousers, shoes, skirt, ornament etc., style details again to jacket, trousers,
Shoes, skirt, ornament etc. are finely divided, such as jacket includes shirt, overcoat etc., and trousers include jeans, Western-style trousers etc., specifically
Can be classified as desired, the style classification information, style detailed information, colouring information and pattern-information according to clothing can
To determine the appearance of the clothing.
Exemplary embodiment of the invention, second feature information includes that second item formula classification information, the second style are thin
Section information, the second colouring information and the second pattern-information.
Exemplary embodiment of the invention, second feature information is matched with fisrt feature information, so as to obtain
Taking corresponding collocation picture includes：
By the first style classification information, the first style detailed information, the first colouring information and the first pattern-information respectively with
Second style classification information, the second style detailed information, the second colouring information and the second pattern-information are matched, so as to obtain
Corresponding collocation picture.
Embodiment two：
Fig. 2 is the system structure diagram of the automatic collocation clothing that the embodiment of the present invention two is provided.
Reference picture 2, the system of automatic collocation clothing, including：
First acquisition unit 10, for obtaining collocation pictorial information；
First extraction unit 20, for extracting fisrt feature information from collocation pictorial information, and by fisrt feature information
Stored；
Second acquisition unit 30, for obtaining present cloth pictorial information；
Second extraction unit 40, for extracting second feature information from present cloth pictorial information；
Matching unit 50, for second feature information to be matched with fisrt feature information, so as to obtain corresponding
Collocation picture；
Judging unit 60, for it there is repetitive picture in corresponding collocation picture in the case of, judges and repeats to scheme
Whether all present cloths of piece matching are different classes of；
Collocation unit 70, in the case of being different classes of in all present cloths, by all present cloths according to weight
Clothing in multiple picture is arranged in pairs or groups.
Specifically, the system of automatic collocation clothes also includes recommendation unit 80, specifically can refer to Fig. 4.
Exemplary embodiment of the invention, also includes：
Recommendation unit 80, for including the clothing in addition to matching in repetitive picture in the case of, eject in addition to matching
The information of clothing.
Exemplary embodiment of the invention, fisrt feature information includes that first item formula classification information, the first style are thin
Section information, the first colouring information and the first pattern-information.
Exemplary embodiment of the invention, second feature information includes that second item formula classification information, the second style are thin
Section information, the second colouring information and the second pattern-information.
Exemplary embodiment of the invention, matching unit 50 also includes：
By the first style classification information, the first style detailed information, the first colouring information and the first pattern-information respectively with
Second style classification information, the second style detailed information, the second colouring information and the second pattern-information are matched, so as to obtain
The corresponding collocation picture.
The invention provides the method and system of automatic collocation clothing, including obtain collocation pictorial information；From collocation picture
Fisrt feature information is extracted in information, and fisrt feature information is stored；Obtain present cloth pictorial information；From current clothing
Second feature information is extracted in thing pictorial information；Second feature information is matched with fisrt feature information, so as to obtain phase
Corresponding collocation picture；If there is repetitive picture in corresponding collocation picture, it is all that judgement is matched with repetitive picture
Whether present cloth is different classes of；If all present cloths are different classes of, by all present cloths according to described heavy
Clothing in multiple picture is arranged in pairs or groups, and such that it is able to carry out clothing collocation automatically according to collocation picture, user is realized that high-quality is worn
Take, so as to meet user's request.
The computer program product that the embodiment of the present invention is provided, including store the computer-readable storage of program code
Medium, the instruction that described program code includes can be used to perform the method described in previous methods embodiment, and implementing to join
See embodiment of the method, will not be repeated here.
It is apparent to those skilled in the art that, for convenience and simplicity of description, the system of foregoing description
With the specific work process of device, the corresponding process in preceding method embodiment is may be referred to, will not be repeated here.
In addition, in the description of the embodiment of the present invention, unless otherwise clearly defined and limited, term " installation ", " phase
Company ", " connection " should be interpreted broadly, for example, it may be being fixedly connected, or being detachably connected, or be integrally connected；Can
Being to mechanically connect, or electrically connect；Can be joined directly together, it is also possible to be indirectly connected to by intermediary, Ke Yishi
Two connections of element internal.For the ordinary skill in the art, with concrete condition above-mentioned term can be understood at this
Concrete meaning in invention.
If the function is to realize in the form of SFU software functional unit and as independent production marketing or when using, can be with
Storage is in a computer read/write memory medium.Based on such understanding, technical scheme is substantially in other words
The part contributed to prior art or the part of the technical scheme can be embodied in the form of software product, the meter
Calculation machine software product is stored in a storage medium, including some instructions are used to so that a computer equipment (can be individual
People's computer, server, or network equipment etc.) perform all or part of step of each embodiment methods described of the invention.
And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only Memory), arbitrary access are deposited
Reservoir (RAM, Random Access Memory), magnetic disc or CD etc. are various can be with the medium of store program codes.
In the description of the invention, it is necessary to explanation, term " " center ", " on ", D score, "left", "right", " vertical ",
The orientation or position relationship of the instruction such as " level ", " interior ", " outward " be based on orientation shown in the drawings or position relationship, merely to
Be easy to the description present invention and simplify describe, rather than indicate imply signified device or element must have specific orientation,
With specific azimuth configuration and operation, therefore it is not considered as limiting the invention.Additionally, term " first ", " second ",
" the 3rd " is only used for describing purpose, and it is not intended that indicating or implying relative importance.
Finally it should be noted that：Embodiment described above, specific embodiment only of the invention, is used to illustrate the present invention
Technical scheme, rather than its limitations, protection scope of the present invention is not limited thereto, although with reference to the foregoing embodiments to this hair
It is bright to be described in detail, it will be understood by those within the art that：Any one skilled in the art
The invention discloses technical scope in, it can still modify to the technical scheme described in previous embodiment or can be light
Change is readily conceivable that, or equivalent is carried out to which part technical characteristic；And these modifications, change or replacement, do not make
The essence of appropriate technical solution departs from the spirit and scope of embodiment of the present invention technical scheme, should all cover in protection of the invention
Within the scope of.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.
Claims (10)
1. a kind of method of automatic collocation clothing, it is characterised in that including：
Obtain collocation pictorial information；
Fisrt feature information is extracted from the collocation pictorial information, and the fisrt feature information is stored；
Obtain present cloth pictorial information；
Second feature information is extracted from the present cloth pictorial information；
The second feature information is matched with the fisrt feature information, so as to obtain corresponding collocation picture；
If there is repetitive picture in the corresponding collocation picture, judge to be matched with the repetitive picture is all current
Whether clothing is different classes of；
If all present cloths are different classes of, by all present cloths according to the clothing in the repetitive picture
Thing is arranged in pairs or groups.
2. the method for automatic collocation clothing according to claim 1, it is characterised in that methods described also includes：
If the repetitive picture includes the clothing in addition to matching, the information of the ejection clothing in addition to matching.
3. the method for automatic collocation clothing according to claim 1, it is characterised in that the fisrt feature information includes the
One style classification information, the first style detailed information, the first colouring information and the first pattern-information.
4. the method for automatic collocation clothing according to claim 3, it is characterised in that the second feature information includes the
Two style classification informations, the second style detailed information, the second colouring information and the second pattern-information.
5. the method for automatic collocation clothing according to claim 4, it is characterised in that described by the second feature information
Matched with the fisrt feature information, so as to obtain corresponding collocation picture include：
By the first style classification information, the first style detailed information, first colouring information and first figure
Case information respectively with the second style classification information, the second style detailed information, second colouring information and described
Second pattern-information is matched, so as to obtain the corresponding collocation picture.
6. a kind of system of automatic collocation clothing, it is characterised in that including：
First acquisition unit, for obtaining collocation pictorial information；
First extraction unit, for extracting fisrt feature information from the collocation pictorial information, and the fisrt feature is believed
Breath is stored；
Second acquisition unit, for obtaining present cloth pictorial information；
Second extraction unit, for extracting second feature information from the present cloth pictorial information；
Matching unit, for the second feature information to be matched with the fisrt feature information, so as to obtain corresponding
Collocation picture；
Judging unit, for it there is repetitive picture in the corresponding collocation picture in the case of, judges and the repetition
Whether all present cloths of picture match are different classes of；
Collocation unit, in all present cloths in the case of different classes of, by all present cloths according to
Clothing in the repetitive picture is arranged in pairs or groups.
7. the system of automatic collocation clothing according to claim 6, it is characterised in that also include：
Recommendation unit, for including the clothing in addition to matching in the repetitive picture in the case of, ejection is described in addition to matching
Clothing information.
8. the system of automatic collocation clothing according to claim 6, it is characterised in that the fisrt feature information includes the
One style classification information, the first style detailed information, the first colouring information and the first pattern-information.
9. the system of automatic collocation clothing according to claim 8, it is characterised in that the second feature information includes the
Two style classification informations, the second style detailed information, the second colouring information and the second pattern-information.
10. the system of automatic collocation clothing according to claim 9, it is characterised in that the matching unit also includes：
By the first style classification information, the first style detailed information, first colouring information and first figure
Case information respectively with the second style classification information, the second style detailed information, second colouring information and described
Second pattern-information is matched, so as to obtain the corresponding collocation picture.
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| CN201710048834.3A CN106803103A (en) | 2017-01-22 | 2017-01-22 | The method and system of automatic collocation clothing |
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| CN201710048834.3A CN106803103A (en) | 2017-01-22 | 2017-01-22 | The method and system of automatic collocation clothing |
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Application publication date: 20170606 |