CN110188726A - Online human body dimension measurement method and the amount body clothing for this method - Google Patents
Online human body dimension measurement method and the amount body clothing for this method Download PDFInfo
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- CN110188726A CN110188726A CN201910487152.1A CN201910487152A CN110188726A CN 110188726 A CN110188726 A CN 110188726A CN 201910487152 A CN201910487152 A CN 201910487152A CN 110188726 A CN110188726 A CN 110188726A
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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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
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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
- G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30196—Human being; Person
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Abstract
The invention discloses a kind of online human body dimension measurement method and for the amount body clothing of this method, the measurement method mainly includes main the following contents: starting camera using mobile phone (tablet computer or other mobile end equipments) APP, and front, the back side and side whole body are carried out according to requirement of centainly taking pictures to the gauger for being installed with special amount body clothing and taken a picture, thereafter, rear end (cloud) amount body algorithm platform using artificial intelligence and image recognition technology to just, back and side photo be analyzed and processed analysis, measure human dimension.Cost is relatively low for measurement method of the invention, without large scale equipment and professional, it need to only prompt to take pictures to gauger's whole body front, the back side and side according to APP, the accurate measurement of human dimension can efficiently be completed, and amount body clothing production is simple, any somewhat complex design technique and material treatment processes are not needed, it is only necessary to which elastic fabric and indeformable roundwood material can be according to general production method of clothing output body clothing.
Description
Technical field
The present invention relates to garment production intelligence energy body fields, more particularly, to a kind of online human body dimension measurement method and use
In the amount body clothing of this method.
Background technique
With the proposition of " made in China 2025 " grand plan, the garment production management mode in China is also through calendar day crescent
Different variation.It in this context, is that following productive target promotes the positive number of China's apparel industry with customization demand
Change, intelligent production transition.This requires China's entirety clothes to customize production mode reform development to agility.Garment production it is important
One ring is the accurate measurement to client's stature, only realizes and is just able to achieve subsequent precision customizedization to the measurement of client's accurate size
Production.The measurement method of current existing human dimension includes contact type measurement and non-contact measurement.With regard to China's prior art
For, production process is customized in clothes agility, two kinds of technologies have certain limitation: contact type measurement needs professional
It visits or is measured in shops, is affected by Spatio-temporal factors, measurement result can not correct and efficiency is lower, meanwhile, no
With survey crew since personal experience's difference causes measurement result inconsistent, and when different garment is purchased, needs duplicate measurements；
Non-contact measurement mode predominantly carries out three-dimensional scanning type measurement using large-scale instrument in the enclosed space, although to a certain degree
On compensate for contact type measurement and need artificial short slab, i.e., increase in efficiency and precision, but measuring device cost and dimension
Higher cost is protected, bulky occupied space is larger, is equally limited by Spatio-temporal factors, and the gage in enclosure space is experienced also not to the utmost
Such as people's will.It follows that existing measurement method is influenced by Spatio-temporal factors, and convenience is lower, this is quick with following clothes
Victory customizes production requirement and greatly differs from each other.Based on this, efficient, low cost, high accuracy, high customer experience degree of new generation are researched and developed
Human body dimension measurement method be particularly important.
Summary of the invention
The purpose of the present invention aims to solve the problem that the short slab of standing crop body technique, and it is simple to provide a kind of production of amount body clothing, is not required to
Any somewhat complex design technique and material treatment processes are wanted, using artificial intelligence and image recognition technology, in rear looking somebody up and down body platform pair
Image is carrying out advanced treating, realizes the measurement to human dimension, and measurement result is accurate, without large scale equipment and profession measurement people
Member, entire measurement process can be completed in one, and process simplicity is not cumbersome, and as a result online feedback is not limited by space-time, measurement effect
The high online human body dimension measurement method of rate and the amount body clothing for this method.
Technical solution of the present invention: a kind of 1. online human body dimension measurement methods, it is characterised in that: it includes following steps
It is rapid:
S1. camera is started by the amount clothing APP in mobile end equipment；
S2. gauger's amount of wearing body clothing；
S3. it is realized with the camera in mobile end equipment and is taken pictures to gauger front, the back side and side, photo stores simultaneously
On capture apparatus；
S4. it moves the amount clothing APP in end equipment gauger takes pictures photo automatically, local clothes is uploaded to by the communication technology
It is engaged on device or on cloud server；
S5. each size of the calculating gauger in photo is calculated by image recognition and artificial intelligence technology；
S6. the measurement result for calculating human dimension is fed back by the communication technology onto the interface amount clothing APP of mobile end equipment,
It is presented by visual pattern.
Preferably, in the step S1, amount clothing APP is the amount clothing APP of custom-made, is compatible for mobile phone, tablet computer
Or Intelligent fitting mirror is the Android and IOS system of carrier, user carries out logging in registration by APP, and measurement time point is opened APP, clicked
Function button looks body platform up and down after sending a request to, after rear looking somebody up and down body platform confirmation, APP starts camera function, opens camera.
Preferably, in the step S3, the front and back to gauger's upper part of the body is realized using the camera of mobile end equipment
It takes pictures with side；Throughput clothing APP voice prompting under the scene for allowing gauger and background environment to meet certain condition, is realized and is clapped
According to.
Preferably, in the step S5,
1) by image analysis technology, the binary conversion treatment to photo is realized in rear looking somebody up and down body platform；2) pass through artificial intelligence
Energy technology is realized in rear looking somebody up and down body platform and carries out identifying and positioning for circle to the amount body clothing in photo；
3) by image analysis technology, human body contour outline and photo background separation are realized in rear looking somebody up and down body platform；
4) by artificial intelligence technology, the identification of human posture, the positive and negative including photo are realized in rear looking somebody up and down body platform
And side identification and each position of human body identify；
5) by artificial intelligence technology, each feature clustering of human body is realized in rear looking somebody up and down body platform；
6) it by artificial intelligence technology, is calculated in rear looking somebody up and down body platform and feeds back anthropometric data.
A kind of amount body clothing for online human body dimension measurement method, the material of the amount body clothing are with elastic close-fitting feature
Dress materials can be suitble to most crowds since elasticity capacity is prominent enough；Fabric color can for brown, black or its
Its dark colour.
Preferably, the amount body clothing away from clothing bottom, distance is in 22%~27% long section of amount body clothes upwards, away from amount body
At each 2.5~4.5cm of clothing middle line, if the diameter range of two white circulars can be set in 1 there are two non-telescoping white circular~
5cm, the straight line that the center of circle position of two white circulars is formed can be with amount body clothing median perpendiculars；White circular passes through different clothing works
The front and back of the skill amount of being permanently adhered to body clothing, four circles of front and back are formed by annulus jointly and are just carrying on the back with amount body clothing
Middle line is vertical relation.
Preferably, the human body dimension measurement fructufy of calculating shows online feedback, and can be presented by different visual patterns,
Including table, the forms such as planar schematic diagram, and the three-dimensional body dimension figure with number mark.
Using human body dimension measurement technical solution of the invention, have the advantages that
1) production of amount body clothing is simple, does not need any somewhat complex design technique and material treatment processes, it is only necessary to elastic fabric
And indeformable roundwood material can be according to general production method of clothing output body clothing；
2) artificial intelligence and image recognition technology are utilized, depth is being carried out to image in rear end (cloud) amount body platform
Reason, realizes the measurement to human dimension, and measurement result is accurate；
3) without large scale equipment and professional survey crew, one can be completed whole the human dimension vision measuring method invented
A measurement process, and process simplicity is not cumbersome, as a result online feedback is not limited by space-time, and measurement efficiency is high.
Detailed description of the invention
Fig. 1 is techniqueflow schematic diagram of the invention；
Fig. 2 is the functional block diagram that the present invention utilizes image analysis and artificial intelligence technology.
Specific embodiment
The invention will now be described in further detail with reference to the accompanying drawings, but is not the limit to the scope of the present invention
System.
As shown in Figure 1, a kind of online human body dimension measurement method, the specific steps are as follows:
Step S1, user measure clothing APP by special mobile phone (tablet computer or other mobile end equipments) and register, the APP
It is compatible for mobile phone, tablet computer, Intelligent fitting mirror is the Android and IOS system of carrier, and APP major function is by rear end (cloud)
Body algorithm platform is measured to provide, service function include include mainly camera management, that human body dimension measurement measures and calculates result is anti-
Feedback etc., usage scenario include clothes shops, other do not influence in tester family or other people movable places.Measurement time point opens APP,
Click function button sends a request to rear end (cloud) amount body platform, and after rear end (cloud) measures the confirmation of body platform, APP starting is taken pictures
Function opens camera；
Step S2, gauger wear special amount body clothing.The feature of special amount body clothing are as follows: 1) measure body clothing material be with
Elastic close-fitting vest feature dress materials can be suitble to most crowds since elasticity capacity is prominent enough.Clothes entirety background color
It can be brown, black or other dark colours.2) away from neckline/clothing bottom distance to measure in long 22%~27% section of body clothes, away from
It measures at each 3cm of body clothing middle line, the positive back side is equipped with using two non-telescoping circles made of special material, and color is set as white
Color, the front and back that white circular passes through the different clothing technique amount of being attached to body clothing.The diameter range of white circular can be set in 3~
Within the scope of 4cm, straight line that the center of circle position of two groups of positive back side circle is formed can respectively with amount body clothing median perpendicular, while front
Being formed by annulus and the amount positive dorsal line of body clothing jointly with four circles at the back side is vertical relation.
Step S3, after starting camera function by APP, according to the stance and environmental background of tester, APP will do it intelligence
Voice prompting, final purpose are under the scene for allowing gauger and background environment to meet certain condition, and realization is taken pictures.It is specific and
Speech, for gauger, it is desirable that attention and stand erectly, arm stretches to two sides stretched straight parallel or oliquely downward even stretch stretching, extension, it is ensured that
Arm and torso portion separation；For shooting environmental background, pass through voice prompting, it is desirable that under the smaller background environment of relative noise
It takes pictures, does not influence subsequent human body contour outline intelligent extraction.The photo in gauger front, the back side and side can be stored directly in bat
It takes the photograph in equipment.
Gauger is taken pictures photo automatically, is passed through by step S4, mobile phone (tablet computer or other mobile end equipments) amount clothing APP
The communication technology (wire/wireless internet) is uploaded onto the server or cloud server；
Step S5 calculates each size of the calculating gauger in photo, tool by image recognition and artificial intelligence technology
Body can be described as: 1) by image analysis technology, realizing the binary conversion treatment to photo in rear end (cloud) amount body platform；2) lead to
Artificial intelligence technology is crossed, is realized in rear end (cloud) amount body platform and identifying and positioning for circle is carried out to the amount body clothing in photo；3)
By image analysis technology, human body contour outline and photo background separation are realized in rear end (cloud) amount body platform；4) pass through artificial intelligence
Energy technology, realizes the identification of human posture in rear end (cloud) amount body platform, front and back and side identification and people including photo
The each position identification of body.5) by artificial intelligence technology, each feature clustering of human body is realized in rear end (cloud) amount body platform.
6) it by artificial intelligence technology, is calculated in rear end (cloud) amount body platform and feeds back anthropometric data.
The human body dimension measurement result of step S6, calculating are fed back by the communication technology to mobile phone (tablet computer or other shiftings
Moved end equipment) it measures on the interface clothing APP, it can use different visual patterns and present, including table, planar schematic diagram, with
And the forms such as 3 D human body figure with number mark.
As shown in Fig. 2, the present invention is as follows using the principle of image analysis and artificial intelligence technology:
1) by image analysis technology, the binary conversion treatment to photo is realized in rear end (cloud) amount body platform；
2) by artificial intelligence technology, the knowledge that circle is carried out to the amount body clothing in photo is realized in rear end (cloud) amount body platform
Not and position；
3) by image analysis technology, human body contour outline and photo background separation are realized in rear end (cloud) amount body platform；
4) by artificial intelligence technology, the identification of human posture is realized in rear end (cloud) amount body platform, including photo
Front and back and side identification and each position identification of human body；
5) by artificial intelligence technology, each feature clustering of human body is realized in rear end (cloud) amount body platform.6) pass through
Artificial intelligence technology calculates in rear end (cloud) amount body platform and feeds back anthropometric data.
Above content is only preferred embodiments of the invention, cannot limit the scope of protection of the present invention.According to this power
The simple equivalence changes done within sharp claim and summary of the invention spirit and principle, modification and improvement, belong to the present invention
The protection scope of patent application.
Claims (7)
1. a kind of online human body dimension measurement method, it is characterised in that: it includes the following steps:
S1. camera is started by the amount clothing APP in mobile end equipment；
S2. gauger's amount of wearing body clothing；
S3. it is realized with the camera in mobile end equipment and is taken pictures to gauger front, the back side and side, photo is stored in bat simultaneously
It takes the photograph in equipment；
S4. the amount clothing APP in end equipment is moved gauger takes pictures photo automatically, uploaded onto the server by the communication technology or
Cloud server；
S5. each size of the calculating gauger in photo is calculated by image recognition and artificial intelligence technology；
S6. the measurement result for calculating human dimension is fed back by the communication technology onto the interface amount clothing APP of mobile end equipment, is passed through
Visual pattern is presented.
2. a kind of online human body dimension measurement method according to claim 1, it is characterised in that: in the step S1, amount
Clothing APP is the amount clothing APP of custom-made, is compatible for Android and IOS system that mobile phone, tablet computer or Intelligent fitting mirror are carrier
System, user carry out logging in registration by APP, and measurement time point opens APP, and click function button looks body platform up and down after sending a request to,
Afterwards after the confirmation of looking somebody up and down body platform, APP starts camera function, opens camera.
3. a kind of online human body dimension measurement method according to claim 1, it is characterised in that: in the step S3, benefit
It is taken pictures with the camera realization of mobile end equipment to the front and back of gauger's upper part of the body and side；Throughput clothing APP voice mentions
Show, under the scene for allowing gauger and background environment to meet certain condition, realization is taken pictures.
4. a kind of online human body dimension measurement method according to claim 1, it is characterised in that: in the step S5,
1) by image analysis technology, the binary conversion treatment to photo is realized in rear looking somebody up and down body platform；
2) it by artificial intelligence technology, is realized in rear looking somebody up and down body platform and identifying and positioning for circle is carried out to the amount body clothing in photo；
3) by image analysis technology, human body contour outline and photo background separation are realized in rear looking somebody up and down body platform；
4) by artificial intelligence technology, the identification of human posture, positive and negative and side including photo are realized in rear looking somebody up and down body platform
Face identification and each position identification of human body；
5) by artificial intelligence technology, each feature clustering of human body is realized in rear looking somebody up and down body platform；
6) it by artificial intelligence technology, is calculated in rear looking somebody up and down body platform and feeds back anthropometric data.
5. a kind of online human body dimension measurement method according to claim 4, it is characterised in that: the human dimension of calculating is surveyed
Amount fructufy shows online feedback, and can be presented by different visual patterns, including table, planar schematic diagram and band
The forms such as the three-dimensional body dimension figure for thering is number to identify.
6. a kind of amount body clothing for online human body dimension measurement method described in claim 1, it is characterised in that: the amount body clothing
Material be that, since elasticity capacity is prominent enough, most crowds can be suitble to elastic close-fitting feature dress materials；Fabric
Color can be brown, black or other dark colours.
7. amount body clothing according to claim 6, it is characterised in that: the amount body clothing is amount body clothes away from the upward distance in clothing bottom
In 22%~27% long section, at amount each 2.5~4.5cm of body clothing middle line, if there are two non-telescoping white circular, two
The diameter range of white circular can be set in 1~5cm, the straight line that the center of circle position of two white circulars is formed can in amount body clothing
Line is vertical；Front and back of the white circular by the different clothing technique amount of being permanently adhered to body clothing, four circles of front and back
Being formed by annulus and the amount positive dorsal line of body clothing jointly is vertical relation.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110992417A (en) * | 2019-11-22 | 2020-04-10 | 上海闻泰电子科技有限公司 | Human body size measuring method, device, computer equipment and storage medium |
| CN111144988A (en) * | 2019-12-27 | 2020-05-12 | 中国石油大学(华东) | Body measuring clothes and body size measuring method thereof |
| CN112116702A (en) * | 2020-09-01 | 2020-12-22 | 上海云杉服装科技有限公司 | Human body measurement three-dimensional modeling method and system based on front and side profiles |
| CN112883833A (en) * | 2021-01-29 | 2021-06-01 | 上海未马智能科技有限公司 | Body-shaping and tailoring method capable of automatically identifying body type based on photographing |
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Application publication date: 20190830 |