CN110051069A - A kind of garment dimension measuring system and its measurement method - Google Patents
A kind of garment dimension measuring system and its measurement method Download PDFInfo
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- CN110051069A CN110051069A CN201910192399.0A CN201910192399A CN110051069A CN 110051069 A CN110051069 A CN 110051069A CN 201910192399 A CN201910192399 A CN 201910192399A CN 110051069 A CN110051069 A CN 110051069A
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- A—HUMAN NECESSITIES
- A41—WEARING APPAREL
- A41H—APPLIANCES OR METHODS FOR MAKING CLOTHES, e.g. FOR DRESS-MAKING OR FOR TAILORING, NOT OTHERWISE PROVIDED FOR
- A41H1/00—Measuring aids or methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/13—Edge detection
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/60—Analysis of geometric attributes
- G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/80—Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
Abstract
The present invention discloses a kind of garment dimension measuring system and its measurement method, including Database Unit, for storing clothes key point identification model；Shooting unit obtains garment image for carrying out shooting to clothes to be measured after demarcating；Recognition unit is received, is connect with shooting unit, the pictorial information of the garment image for receiving shooting unit acquisition, and identify the clothes classification of the clothes to be measured in pictorial information；Acquiring unit is connect with receiving unit, is connect for obtaining Pixel Dimensions data in pictorial information and actual size data, generation unit with acquiring unit, generates the coefficient of ratio based on Pixel Dimensions data and actual size data；Call unit is searched, is connect with Database Unit, reception recognition unit and generation unit, the clothes key point identification model to match with clothes classification is searched according to clothes classification；The garment dimension measuring system can alleviate in the prior art the problem of by inefficiency existing for artificial mode.
Description
Technical field
The present invention relates to a kind of garment dimension measuring system and its measurement methods.
Background technique
Dress designing belongs to industrial art scope, is practicability and a kind of art form that artistry combines.Design meaning
Brainchild is conceived, sets up scheme, and image, the meaning of mapping, moulding are also contained, and the definition of dress designing is exactly to solve people to wear
The creative plan and creation behavior of all problems in life system.It is one and is related to the extremely wide edge in field
The social sciences such as section and literature, art, history, philosophy, religion, aesthetics, psychology, physiology and ergonomics and nature
Science is closely related.As a comprehensive art, dress designing has the general character of general utility art, but in content and shape
Again with the characteristic of itself in formula and expression means.
It needs to measure clothes during dress designing, to obtain the measured value size of clothes, be then based on
The dimensional measurements carry out subsequent improvement to be suitble to more consumer demands.However, traditional garment measuring method relies on people
The mode of work measurement carries out, and there are problems that inefficiency.
Summary of the invention
The technical problem to be solved in the present invention is to provide a kind of garment dimension measuring systems and its measurement method, alleviate existing
There is in technology the problem of by inefficiency existing for artificial mode.
To solve the above problems, the present invention adopts the following technical scheme:
A kind of garment dimension measuring system, including
Database Unit, for storing clothes key point identification model；
Shooting unit obtains garment image for carrying out shooting to clothes to be measured after demarcating；
Recognition unit is received, is connect with shooting unit, the pictorial information of the garment image for receiving shooting unit acquisition,
And identify the clothes classification of the clothes to be measured in pictorial information；
Acquiring unit is connect with receiving unit, for obtaining Pixel Dimensions data and practical ruler in pictorial information
Very little data,
Generation unit is connect with acquiring unit, generates the coefficient of ratio based on Pixel Dimensions data and actual size data；
Call unit is searched, connect with Database Unit, reception recognition unit and generation unit, is searched according to clothes classification
The clothes key point identification model to match with clothes classification；And the clothes key point identification model is called to identify the figure
Clothes key point characteristic information in piece information；
First measuring and calculating unit, with search call unit connect, based on clothes key point characteristic information be calculated to
Measure the first size information of clothes；Wherein first size information includes the pixel ruler of the default characteristic portion of clothes to be measured
It is very little；
Second measuring and calculating unit, connect with the first measuring and calculating unit and generation unit, is based on first size information and the coefficient of ratio
The second dimension information is calculated；Wherein the second dimension information includes the reality of the default characteristic portion of the clothes to be measured
Border size.
Preferably, the pictorial information is the picture for including default object of reference and clothes to be measured.
Preferably, also include verification unit, the reality for generating checking of dimensions and calculating with the second measuring and calculating unit
Border size is checked, and checking of dimensions is identical as actual size, passes through verification.
Preferably, the verification unit includes:
Extraction module is connect with shooting unit, and clothes profile is extracted from garment image；
Inflection point collection generation module, connect with extraction module, is more than pre- by curvature in all profile points for obtaining clothes profile
If the profile point of curvature threshold is determined as the inflection point of clothes profile, and generates inflection point collection；
Confirmation module is connect with inflection point collection generation module and Database Unit, determines the most matched clothes mould of clothes profile
Plate；According to the default measurement point on inflection point collection and clothes template, the measurement point of clothes to be measured is obtained；
Calculation and check module is connect, according to measurement point and camera with shooting unit, confirmation module and the second measuring and calculating unit
Nominal data, calculates the checking of dimensions of the clothes to be measured, and actual size and checking of dimensions are checked.
Wherein, Database Unit is also configured in storage clothes template.
The present invention also provides a kind of measurement methods of garment dimension measuring system, comprising the following steps:
1) shooting unit is demarcated, shooting then is carried out to clothes to be measured and obtains garment image；
2) pictorial information for the garment image that shooting unit obtains is received, and identifies clothes to be measured in pictorial information
Clothes classification；
3) the Pixel Dimensions data and actual size data in pictorial information are obtained,
4) coefficient of ratio is generated based on Pixel Dimensions data and actual size data；
5) the clothes key point identification model to match with clothes classification is searched according to clothes classification；And call the clothes
Dress key point identification model identifies the clothes key point characteristic information in the pictorial information；
6) the first size information that clothes to be measured are calculated is carried out based on clothes key point characteristic information；Wherein first
Dimension information includes the Pixel Dimensions of the default characteristic portion of clothes to be measured；
7) the second dimension information is calculated based on first size information and the coefficient of ratio；Wherein the second dimension information includes
The actual size of the default characteristic portion of the clothes to be measured；
8) it generates checking of dimensions and is checked with actual size, checking of dimensions is identical as actual size, then actual size
Pass through verification.
The invention has the benefit that shooting after obtaining picture clothes, picture is measured to obtain clothes
Size value compared with the prior art middle the problem of relying on inefficiency existing for artificial mode, can be improved measurement efficiency, save
Manpower, time cost are saved.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.
Fig. 1 is that a kind of unit of garment dimension measuring system of embodiment 1 connects block diagram.
Fig. 2 is that a kind of unit of garment dimension measuring system of embodiment 2 connects block diagram.
In figure:
1, Database Unit；2, shooting unit；3, recognition unit is received；4, acquiring unit；5, generation unit；6, it searches and adjusts
Use unit；7, the first measuring and calculating unit；8, the second measuring and calculating unit；9, unit is checked.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.
Embodiment 1
As shown in Figure 1, a kind of garment dimension measuring system, including
Database Unit 1, for storing clothes key point identification model；
Shooting unit 2 obtains garment image for carrying out shooting to clothes to be measured after demarcating；
Recognition unit 3 is received, is connect with shooting unit, the picture letter of the garment image for receiving shooting unit acquisition
Breath, and identify the clothes classification of the clothes to be measured in pictorial information；
Acquiring unit 4, connect with receiving unit, for obtaining Pixel Dimensions data and practical ruler in pictorial information
Very little data,
Generation unit 5, connect with acquiring unit, generates the coefficient of ratio based on Pixel Dimensions data and actual size data；
Call unit 6 is searched, connect with Database Unit, reception recognition unit and generation unit, is looked into according to clothes classification
Look for the clothes key point identification model to match with clothes classification；And it calls described in the clothes key point identification model identification
Clothes key point characteristic information in pictorial information；
First measuring and calculating unit 7, with search call unit connect, based on clothes key point characteristic information be calculated to
Measure the first size information of clothes；Wherein first size information includes the pixel ruler of the default characteristic portion of clothes to be measured
It is very little；
Second measuring and calculating unit 8, connect with the first measuring and calculating unit and generation unit, is based on first size information and the coefficient of ratio
The second dimension information is calculated；Wherein the second dimension information includes the reality of the default characteristic portion of the clothes to be measured
Border size.
In the present embodiment, the pictorial information is the picture for including default object of reference and clothes to be measured.
The present embodiment also provides a kind of measurement method of garment dimension measuring system, comprising the following steps:
1) shooting unit is demarcated, shooting then is carried out to clothes to be measured and obtains garment image；
2) pictorial information for the garment image that shooting unit obtains is received, and identifies clothes to be measured in pictorial information
Clothes classification；
3) the Pixel Dimensions data and actual size data in pictorial information are obtained,
4) coefficient of ratio is generated based on Pixel Dimensions data and actual size data；
5) the clothes key point identification model to match with clothes classification is searched according to clothes classification；And call the clothes
Dress key point identification model identifies the clothes key point characteristic information in the pictorial information；
6) the first size information that clothes to be measured are calculated is carried out based on clothes key point characteristic information；Wherein first
Dimension information includes the Pixel Dimensions of the default characteristic portion of clothes to be measured；
7) the second dimension information is calculated based on first size information and the coefficient of ratio；Wherein the second dimension information includes
The actual size of the default characteristic portion of the clothes to be measured；
Embodiment 2
As shown in Fig. 2, a kind of garment dimension measuring system, including
Database Unit 1, for storing clothes key point identification model；
Shooting unit 2 obtains garment image for carrying out shooting to clothes to be measured after demarcating；
Recognition unit 3 is received, is connect with shooting unit, the picture letter of the garment image for receiving shooting unit acquisition
Breath, and identify the clothes classification of the clothes to be measured in pictorial information；
Acquiring unit 4, connect with receiving unit, for obtaining Pixel Dimensions data and practical ruler in pictorial information
Very little data,
Generation unit 5, connect with acquiring unit, generates the coefficient of ratio based on Pixel Dimensions data and actual size data；
Call unit 6 is searched, connect with Database Unit, reception recognition unit and generation unit, is looked into according to clothes classification
Look for the clothes key point identification model to match with clothes classification；And it calls described in the clothes key point identification model identification
Clothes key point characteristic information in pictorial information；
First measuring and calculating unit 7, with search call unit connect, based on clothes key point characteristic information be calculated to
Measure the first size information of clothes；Wherein first size information includes the pixel ruler of the default characteristic portion of clothes to be measured
It is very little；
Second measuring and calculating unit 8, connect with the first measuring and calculating unit and generation unit, is based on first size information and the coefficient of ratio
The second dimension information is calculated；Wherein the second dimension information includes the reality of the default characteristic portion of the clothes to be measured
Border size.
In the present embodiment, the pictorial information is the picture for including default object of reference and clothes to be measured.
It in the present embodiment, also include verification unit 9, for generating checking of dimensions and being arrived with the second measuring and calculating unit measuring and calculating
Actual size checked, checking of dimensions is identical as actual size, passes through verification.
In the present embodiment, the verification unit includes:
Extraction module is connect with shooting unit, and clothes profile is extracted from garment image；
Inflection point collection generation module, connect with extraction module, is more than pre- by curvature in all profile points for obtaining clothes profile
If the profile point of curvature threshold is determined as the inflection point of clothes profile, and generates inflection point collection；
Confirmation module is connect with inflection point collection generation module and Database Unit, determines the most matched clothes mould of clothes profile
Plate；According to the default measurement point on inflection point collection and clothes template, the measurement point of clothes to be measured is obtained；
Calculation and check module is connect, according to measurement point and camera with shooting unit, confirmation module and the second measuring and calculating unit
Nominal data, calculates the checking of dimensions of the clothes to be measured, and actual size and checking of dimensions are checked.
Wherein, Database Unit 1 is also configured in storage clothes template.
The present embodiment also provides a kind of measurement method of garment dimension measuring system, comprising the following steps:
1) shooting unit is demarcated, shooting then is carried out to clothes to be measured and obtains garment image；
2) pictorial information for the garment image that shooting unit obtains is received, and identifies clothes to be measured in pictorial information
Clothes classification；
3) the Pixel Dimensions data and actual size data in pictorial information are obtained,
4) coefficient of ratio is generated based on Pixel Dimensions data and actual size data；
5) the clothes key point identification model to match with clothes classification is searched according to clothes classification；And call the clothes
Dress key point identification model identifies the clothes key point characteristic information in the pictorial information；
6) the first size information that clothes to be measured are calculated is carried out based on clothes key point characteristic information；Wherein first
Dimension information includes the Pixel Dimensions of the default characteristic portion of clothes to be measured；
7) the second dimension information is calculated based on first size information and the coefficient of ratio；Wherein the second dimension information includes
The actual size of the default characteristic portion of the clothes to be measured；
8) it generates checking of dimensions and is checked with actual size, checking of dimensions is identical as actual size, then actual size
Pass through verification.
The invention has the benefit that shooting after obtaining picture clothes, picture is measured to obtain clothes
Size value compared with the prior art middle the problem of relying on inefficiency existing for artificial mode, can be improved measurement efficiency, save
Manpower, time cost are saved.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
The change or replacement expected without creative work, should be covered by the protection scope of the present invention.
Claims (5)
1. a kind of garment dimension measuring system, it is characterised in that: including
Database Unit, for storing clothes key point identification model；
Shooting unit obtains garment image for carrying out shooting to clothes to be measured after demarcating；
Recognition unit is received, is connect with shooting unit, the pictorial information of the garment image for receiving shooting unit acquisition, and know
The clothes classification of clothes to be measured in other pictorial information；
Acquiring unit is connect with receiving unit, for obtaining Pixel Dimensions data and actual size number in pictorial information
According to,
Generation unit is connect with acquiring unit, generates the coefficient of ratio based on Pixel Dimensions data and actual size data；
Call unit is searched, is connect with Database Unit, reception recognition unit and generation unit, is searched and taken according to clothes classification
The clothes key point identification model that dress classification matches；And the clothes key point identification model is called to identify the picture letter
Clothes key point characteristic information in breath；
First measuring and calculating unit, connect with call unit is searched, be calculated based on clothes key point characteristic information to be measured
The first size information of clothes；Wherein first size information includes the Pixel Dimensions of the default characteristic portion of clothes to be measured；
Second measuring and calculating unit, is connect with the first measuring and calculating unit and generation unit, is calculated based on first size information and the coefficient of ratio
Obtain the second dimension information；Wherein the second dimension information includes the practical ruler of the default characteristic portion of the clothes to be measured
It is very little.
2. a kind of garment dimension measuring system according to claim 1, it is characterised in that: the pictorial information be include pre-
If the picture of object of reference and clothes to be measured.
3. a kind of garment dimension measuring system according to claim 2, it is characterised in that: also include verification unit, use
It is checked in generating checking of dimensions and calculating the actual size that unit is calculated with second, checking of dimensions is identical as actual size
Then pass through verification.
4. a kind of garment dimension measuring system according to claim 3, it is characterised in that: the verification unit includes:
Extraction module is connect with shooting unit, and clothes profile is extracted from garment image；
Inflection point collection generation module, connect with extraction module, is more than default song by curvature in all profile points for obtaining clothes profile
The profile point of rate threshold value is determined as the inflection point of clothes profile, and generates inflection point collection；
Confirmation module is connect with inflection point collection generation module and Database Unit, determines the most matched clothes template of clothes profile；Root
According to the default measurement point on inflection point collection and clothes template, the measurement point of clothes to be measured is obtained；
Calculation and check module is connect, according to the calibration of measurement point and camera with shooting unit, confirmation module and the second measuring and calculating unit
Data, calculate the checking of dimensions of the clothes to be measured, and actual size and checking of dimensions are checked.
Wherein, Database Unit is also configured in storage clothes template.
5. a kind of measurement method of garment dimension measuring system, which comprises the following steps:
1) shooting unit is demarcated, shooting then is carried out to clothes to be measured and obtains garment image；
2) pictorial information for the garment image that shooting unit obtains is received, and identifies the clothes of the clothes to be measured in pictorial information
Classification；
3) the Pixel Dimensions data and actual size data in pictorial information are obtained,
4) coefficient of ratio is generated based on Pixel Dimensions data and actual size data；
5) the clothes key point identification model to match with clothes classification is searched according to clothes classification；And the clothes is called to close
Key point identification model identifies the clothes key point characteristic information in the pictorial information；
6) the first size information that clothes to be measured are calculated is carried out based on clothes key point characteristic information；Wherein first size
Information includes the Pixel Dimensions of the default characteristic portion of clothes to be measured；
7) the second dimension information is calculated based on first size information and the coefficient of ratio；Wherein the second dimension information includes described
The actual size of the default characteristic portion of clothes to be measured；
8) it generates checking of dimensions and is checked with actual size, checking of dimensions is identical as actual size, then actual size passes through
Verification.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910192399.0A CN110051069A (en) | 2019-03-13 | 2019-03-13 | A kind of garment dimension measuring system and its measurement method |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910192399.0A CN110051069A (en) | 2019-03-13 | 2019-03-13 | A kind of garment dimension measuring system and its measurement method |
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| CN201910192399.0A Pending CN110051069A (en) | 2019-03-13 | 2019-03-13 | A kind of garment dimension measuring system and its measurement method |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110672014A (en) * | 2019-08-27 | 2020-01-10 | 东莞市精致自动化科技有限公司 | Clothes size measuring method |
| CN111667527A (en) * | 2020-06-10 | 2020-09-15 | 创新奇智(成都)科技有限公司 | Clothing measuring method and device and electronic equipment |
| CN112906084A (en) * | 2021-03-05 | 2021-06-04 | 上海青甲智能科技有限公司 | Digital dress designing system capable of intelligently identifying dress designing manuscripts |
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| CN1655700A (en) * | 2002-03-22 | 2005-08-17 | 王克继 | Method and device for viewing, archiving and transmitting a garment model over a computer network |
| CN108272154A (en) * | 2018-01-04 | 2018-07-13 | 广州唯品会研究院有限公司 | A kind of garment dimension measurement method and device |
| CN109166147A (en) * | 2018-09-10 | 2019-01-08 | 深圳码隆科技有限公司 | Garment dimension measurement method and device based on picture |
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Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN1655700A (en) * | 2002-03-22 | 2005-08-17 | 王克继 | Method and device for viewing, archiving and transmitting a garment model over a computer network |
| CN108272154A (en) * | 2018-01-04 | 2018-07-13 | 广州唯品会研究院有限公司 | A kind of garment dimension measurement method and device |
| CN109166147A (en) * | 2018-09-10 | 2019-01-08 | 深圳码隆科技有限公司 | Garment dimension measurement method and device based on picture |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110672014A (en) * | 2019-08-27 | 2020-01-10 | 东莞市精致自动化科技有限公司 | Clothes size measuring method |
| CN110672014B (en) * | 2019-08-27 | 2023-08-22 | 东莞市精致自动化科技有限公司 | Clothes size measuring method |
| CN111667527A (en) * | 2020-06-10 | 2020-09-15 | 创新奇智(成都)科技有限公司 | Clothing measuring method and device and electronic equipment |
| CN111667527B (en) * | 2020-06-10 | 2023-06-13 | 创新奇智(成都)科技有限公司 | Clothing measurement method and device and electronic equipment |
| CN112906084A (en) * | 2021-03-05 | 2021-06-04 | 上海青甲智能科技有限公司 | Digital dress designing system capable of intelligently identifying dress designing manuscripts |
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