CN110264514A - A kind of human body bust and waistline measurement method based on random optimizing strategy - Google Patents

A kind of human body bust and waistline measurement method based on random optimizing strategy Download PDF

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Publication number
CN110264514A
CN110264514A CN201910569181.2A CN201910569181A CN110264514A CN 110264514 A CN110264514 A CN 110264514A CN 201910569181 A CN201910569181 A CN 201910569181A CN 110264514 A CN110264514 A CN 110264514A
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clothing
gauger
amount
human body
measurement method
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CN110264514B (en
Inventor
付殿峥
仝义明
高原
杨天吉
桂珺
董静雅
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Shenzhen thermosound Intelligent Technology Co.,Ltd.
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Hangzhou Zhiron Intelligent Technology Co Ltd
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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
    • A41H1/02—Devices for taking measurements on the human body
    • 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
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10004—Still image; Photographic image
    • 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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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Textile Engineering (AREA)
  • Geometry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Image Analysis (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)

Abstract

The invention belongs to garment production intelligence energy body fields, and more particularly, to a kind of human body bust and waistline measurement method based on random optimizing strategy, steps are as follows: S1 passes through mobile end equipment and starts camera；S2 gauger wears special amount body clothing；S3 takes pictures to gauger's a front surface and a side surface with mobile end equipment starting camera realization, and photo is stored on capture apparatus simultaneously；S4 is taken pictures gauger photo by mobile end equipment, is uploaded onto the server by the communication technology or cloud server；S5 carries out processing analysis to human body a front surface and a side surface photo using random optimizing strategy, measures human body bust and waistline.Measurement method of the invention compares more existing measurement method, and measuring speed is fast, and measurement result is more acurrate, and it is not influenced by time domain and region, the scope of application is wider, is of great significance for custom made clothing industry, can satisfy clothes agility and customizes production requirement.

Description

A kind of human body bust and waistline measurement method based on random optimizing strategy
Technical field
The invention belongs to garment production intelligence energy body fields, more particularly, to a kind of human body chest based on random optimizing strategy It encloses and waistline measurement method.
Background technique
With the improvement of people's living standard in our country, clothes industry is for increasing with the demand of customization.It is right For existing custom made clothing, is mainly visited by the amount body personnel of profession or measured in shops, unavoidably Cause be affected by time and space, and it is different because making the measurement method that different clothes needs to measure, it is different For the measurement method of survey crew there is also difference, these problems hinder the realization of custom made clothing.For this problem, utilize Existing artificial intelligence technology, a kind of method for realizing non-contact measurement user detailed physical dimension data are very urgent.It is existing Measurement method mainly using large-scale instrument enclosure space carry out three-dimensional scanning type measurement, although this method measurement effect Preferably, but higher cost, it and is still affected by time and space.While it there is also many utilization body clothing and taking pictures now The method for obtaining human dimension, but big multi-method calculates complexity, and measurement result is poor.
Summary of the invention
The present invention provides a kind of compared to more existing survey to solve above-mentioned defect existing in the prior art and deficiency Amount method, measuring speed is fast, and measurement result is more acurrate, and is not influenced by time domain and region, and the scope of application is wider, for clothes Customization industry is of great significance, and can satisfy the people based on random optimizing strategy that clothes agility customizes production requirement Body bust and waistline measurement method.
The present invention uses a kind of following measuring technique scheme: human body bust and waistline measurement side based on random optimizing strategy Method, steps are as follows:
S1 passes through mobile end equipment and starts camera；
S2 gauger wears special amount body clothing；
S3 takes pictures to gauger's a front surface and a side surface with mobile end equipment starting camera realization, and photo is stored in shooting simultaneously In equipment；
S4 is taken pictures gauger photo by mobile end equipment, is uploaded onto the server by the communication technology or cloud service Device；
S5 carries out processing analysis to human body a front surface and a side surface photo using random optimizing strategy, measures human body bust and waist It encloses.
Preferably, the amount body clothing characteristic in the step S2 is as follows:
1) material for measuring body clothing is with elastic close-fitting feature dress materials, and elastic euro ability is prominent enough, is suitble to big absolutely Part population；Fabric color can be brown, black or other dark colours；
2) away from neckline, distance is measures in long 22%~27% section of body clothes downwards, away from amount each 2.5~4.5cm of body clothing middle line Place, equipped with, as mark point, the diameter range of two white circulars can using two non-telescoping white circulars made of special material It is set in 1~5cm, the straight line that the center of circle position of two circles is formed can pass through different systems with amount body clothing median perpendicular, white circular The front and back of the clothing technique amount of being permanently adhered to body clothing, four circles of front and back are formed by annulus and amount body clothing jointly Positive dorsal line is vertical relation；
3) away from clothing bottom, distance is measures in long 22%~27% section of body clothes upwards, away from amount each 2.5~4.5cm of body clothing middle line Place is equipped with using two non-telescoping white circulars made of special material, and the diameter range of two white circulars can be set in 1~ 5cm, the straight line that the center of circle positions of two circles are formed can be with amount body clothing median perpendiculars, and white circular is permanent by different clothing techniques The front and back of the amount of being attached to body clothing, four circles of front and back are formed by annulus with the amount positive dorsal line of body clothing jointly and are Vertical relation；
4) amount body clothing is apart from midline position length l0It is known that and the length is between 5~20 centimetres, and measure and marked on body clothing Point where laterally it is known that and its between 70 to 100 centimetres.
Preferably, realized to the front of gauger's upper part of the body in the step S3 using the camera in mobile end equipment and Side is taken pictures, and in the case where guaranteeing that gauger and background environment meet certain condition, is made camera and gauger's keeping parallelism, is realized just Face is taken pictures, and after front is taken pictures, is kept camera position and gauger position constant, is only rotated by 90 ° gauger, carries out It takes pictures side.
Preferably, specific step is as follows by 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) human body is fitted to an ellipse, and establishes coordinate system, obtained initially in positive shine in the photograph of side respectively Elliptical long axis a0, short axle b0；
3) by artificial intelligence technology, rear looking somebody up and down body platform realize to the amount body clothing in photo be marked identification with Positioning, and obtain the coordinate of mark point；
4) utilize cyclotom, obtain mark point to ellipse vertex arc length l '0, utilize oval perimeters approximate formula: 2 π b+4 (a-b) (a, b are respectively elliptical long axis and short axle) obtains elliptical perimeter l '1；
5) the long axis a for obtaining step 2)0, short axle b0It brings into 4), that asks is initialIn long axis a0, short axle b0 Near, change its value size, by the optimizing of predetermined number of times, acquire so thatWhen elliptical long axis a' and short Axis b'；
6) using final obtained elliptical long axis a' and short axle b', bust and waistline data is calculated.
Measurement method of the invention compare more existing measurement method, measuring speed is fast, and measurement result is more acurrate, and not by The influence of time domain and region, the scope of application is wider, is of great significance for custom made clothing industry, can satisfy clothes agility Property customize production requirement.
Detailed description of the invention
Fig. 1 is the schematic diagram that human body involved in the present invention is fitted scheme；
Fig. 2 is the flow diagram of measurement method involved in the present invention.
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.
A kind of human body bust and waistline measurement method based on random optimizing strategy, steps are as follows:
S1 passes through mobile phone (tablet computer or other movement end equipments) starting camera；
S2 gauger wears special amount body clothing；
S3 starts camera with mobile phone (tablet computer or other intelligent mobile end equipments) and realizes to gauger front and side Face is taken pictures, and photo is stored on capture apparatus simultaneously；
S4 is taken pictures gauger photo by mobile phone (tablet computer or other intelligent mobile end equipments), passes through the communication technology (wire/wireless internet) uploads onto the server or cloud server；
S5 carries out processing analysis to human body a front surface and a side surface photo using random optimizing strategy, measures human body bust and waist It encloses.
Amount body clothing characteristic in step S2 is as follows:
1) material for measuring body clothing is that can fit with elastic close-fitting feature dress materials since elastic euro ability is prominent enough Close most crowds.Fabric color can be brown, black or other dark colours.
2) away from neckline, distance is measures in long 22%~27% section of body clothes downwards, away from amount each 2.5~4.5cm of body clothing middle line Place, equipped with, as mark point, the diameter range of two white circulars can using two non-telescoping white circulars made of special material It is set in 1~5cm, the straight line that the center of circle position of two circles is formed can be with amount body clothing median perpendicular.White circular passes through different systems The front and back of the clothing technique amount of being permanently adhered to body clothing, four circles of front and back are formed by annulus and amount body clothing jointly Positive dorsal line is vertical relation.
3) away from clothing bottom, distance is measures in long 22%~27% section of body clothes upwards, away from amount each 2.5~4.5cm of body clothing middle line Place is equipped with using two non-telescoping white circulars made of special material, and the diameter range of two white circulars can be set in 1~ 5cm, the straight line that the center of circle position of two circles is formed can be with amount body clothing median perpendiculars.White circular is permanent by different clothing techniques The front and back of the amount of being attached to body clothing, four circles of front and back are formed by annulus with the amount positive dorsal line of body clothing jointly and are Vertical relation.
4) amount body clothing is apart from midline position length l0It is known that and the length is between 5~20 centimetres, and measure and marked on body clothing Point where laterally it is known that and its between 70 to 100 centimetres.
It is realized using the camera in mobile phone (tablet computer or other intelligent mobile end equipments) to gauger in step S3 A front surface and a side surface of the upper part of the body is taken pictures.In the case where guaranteeing that gauger and background environment meet certain condition, make camera and gauger Keeping parallelism realizes that front is taken pictures.After front is taken pictures, keeps camera position and gauger position constant, only make to measure Person is rotated by 90 °, and carries out side and takes pictures.
As illustrated in fig. 1 and 2, detailed process is as follows in step S5,
1) by image analysis technology, the binary conversion treatment to photo is realized in rear end (cloud) amount body platform；
2) human body is fitted to an ellipse, and establishes coordinate system, obtained initially in positive shine in the photograph of side respectively Elliptical long axis a0, short axle b0, using long axis and the intersection point of short axle as reference axis dot (0,0)；
3) by artificial intelligence technology, the amount body clothing in photo is marked a little in the body platform realization of rear end (cloud) amount It identifies and positions, and obtains the x coordinate x of mark point in front elevation after binarization0, obtain in side view after binarization The y-coordinate b of mark point0；
4) utilize cyclotom, obtain mark point to ellipse vertex arc length l '0.Utilize oval perimeters approximate formula: 2 π b+4 (a-b) (a, b are respectively elliptical long axis and short axle) obtains elliptical perimeter l '1；
5) the long axis a that will 2) obtain0, short axle b0It brings into 4), that asks is initialIn long axis a0, short axle b0It is attached Closely, change its value size, by the optimizing of predetermined number of times, acquire so thatWhen elliptical long axis a' and short axle b'。
6) using final obtained elliptical long axis a' and short axle b', bust and waistline data is calculated.

Claims (4)

1. a kind of human body bust and waistline measurement method based on random optimizing strategy, it is characterised in that: its step are as follows:
S1 passes through mobile end equipment and starts camera；
S2 gauger wears special amount body clothing；
S3 takes pictures to gauger's a front surface and a side surface with mobile end equipment starting camera realization, and photo is stored in capture apparatus simultaneously On；
S4 is taken pictures gauger photo by mobile end equipment, is uploaded onto the server by the communication technology or cloud server；
S5 carries out processing analysis to human body a front surface and a side surface photo using random optimizing strategy, measures human body bust and waistline.
2. the human body bust and waistline measurement method according to claim 1 based on random optimizing strategy, which is characterized in that Amount body clothing characteristic in the step S2 is as follows:
1) material for measuring body clothing is with elastic close-fitting feature dress materials, and elastic euro ability is prominent enough, is suitble to the overwhelming majority Crowd；Fabric color can be brown, black or other dark colours；
2) away from neckline, distance is measures in long 22%~27% section of body clothes downwards, at amount each 2.5~4.5cm of body clothing middle line, Equipped with using two non-telescoping white circulars made of special material as mark point, the diameter range of two white circulars can be set In 1~5cm, the straight line that the center of circle position of two circles is formed can pass through different clothing works with amount body clothing median perpendicular, white circular 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；
3) away from clothing bottom, distance is measures in long 22%~27% section of body clothes upwards, at amount each 2.5~4.5cm of body clothing middle line, Equipped with using two non-telescoping white circulars made of special material, the diameter range of two white circulars can be set in 1~5cm, The straight line that the center of circle position of two circles is formed can pass through different clothing technique permanent attachments with amount body clothing median perpendicular, white circular In the front and back of amount body clothing, it is vertical that four circles of front and back are formed by annulus with the amount positive dorsal line of body clothing jointly Relationship；
4) amount body clothing is apart from midline position length l0It is known that and the length is between 5~20 centimetres, and measure mark point institute on body clothing Laterally it is known that and its between 70 to 100 centimetres.
3. the human body bust and waistline measurement method according to claim 1 based on random optimizing strategy, which is characterized in that It is taken pictures, is being guaranteed to a front surface and a side surface of gauger's upper part of the body using the camera realization in mobile end equipment in the step S3 Gauger and background environment are met certain condition down, make camera and gauger's keeping parallelism, realize that front is taken pictures, front is taken pictures After, it keeps camera position and gauger position constant, is only rotated by 90 ° gauger, carry out side and take pictures.
4. the human body bust and waistline measurement method according to claim 1 based on random optimizing strategy, which is characterized in that Specific step is as follows by 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) human body is fitted to an ellipse, and establishes coordinate system, obtain initial ellipse in front is shone and side is shone respectively Long axis a0, short axle b0；
3) by artificial intelligence technology, identification is marked to the amount body clothing in photo in the realization of rear looking somebody up and down body platform and is determined Position, and obtain the coordinate of mark point；
4) utilize cyclotom, obtain mark point to ellipse vertex arc length l '0, utilize oval perimeters approximate formula: 2 π b+4 (a-b) (a, b are respectively elliptical long axis and short axle) obtains elliptical perimeter l '1；
5) the long axis a for obtaining step 2)0, short axle b0It brings into 4), that asks is initialIn long axis a0, short axle b0Near, Change its value size, by the optimizing of predetermined number of times, acquire so thatWhen elliptical long axis a' and short axle b'；
6) using final obtained elliptical long axis a' and short axle b', bust and waistline data is calculated.
CN201910569181.2A 2019-06-27 2019-06-27 Human body chest circumference and waist circumference measuring method based on random optimization strategy Active CN110264514B (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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

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Publication number Priority date Publication date Assignee Title
US20160364861A1 (en) * 2010-08-12 2016-12-15 Heartflow, Inc. Method and system for image processing to determine patient-specific blood flow characteristics
CN106600595A (en) * 2016-12-21 2017-04-26 厦门可睿特信息科技有限公司 Human body characteristic dimension automatic measuring method based on artificial intelligence algorithm
CN109288176A (en) * 2018-11-02 2019-02-01 北京遥测技术研究所 A kind of method of cutting the garment according to the figure based on millimeter wave
CN109522886A (en) * 2019-01-15 2019-03-26 广州唯品会研究院有限公司 Measurement method, device and the computer readable storage medium of body data

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160364861A1 (en) * 2010-08-12 2016-12-15 Heartflow, Inc. Method and system for image processing to determine patient-specific blood flow characteristics
CN106600595A (en) * 2016-12-21 2017-04-26 厦门可睿特信息科技有限公司 Human body characteristic dimension automatic measuring method based on artificial intelligence algorithm
CN109288176A (en) * 2018-11-02 2019-02-01 北京遥测技术研究所 A kind of method of cutting the garment according to the figure based on millimeter wave
CN109522886A (en) * 2019-01-15 2019-03-26 广州唯品会研究院有限公司 Measurement method, device and the computer readable storage medium of body data

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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

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Effective date of registration: 20210721

Address after: 518000 303, building C, Xinxing Industrial Park, 3151 Shahe West Road, Shuguang community, Xili street, Nanshan District, Shenzhen, Guangdong

Patentee after: Shenzhen thermosound Intelligent Technology Co.,Ltd.

Address before: Room 101-4, building 1, Juhua building, 6 Longzhou Road, Cangqian street, Yuhang District, Hangzhou City, Zhejiang Province 310000

Patentee before: Hangzhou Zhiron Intelligent Technology Co.,Ltd.