CN102564972A - Evaluation method for soaping resistance color fastness of yarn-dyed fabrics based on machine vision - Google Patents
Evaluation method for soaping resistance color fastness of yarn-dyed fabrics based on machine vision Download PDFInfo
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- CN102564972A CN102564972A CN2012100025989A CN201210002598A CN102564972A CN 102564972 A CN102564972 A CN 102564972A CN 2012100025989 A CN2012100025989 A CN 2012100025989A CN 201210002598 A CN201210002598 A CN 201210002598A CN 102564972 A CN102564972 A CN 102564972A
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Abstract
The invention relates to an evaluation method for soaping resistance color fastness of yarn-dyed fabrics based on machine vision. According to the evaluation method, overall, elaborate and objective evaluations of soaping resistance color fastness of yarn-dyed fabrics with complex colors and patterns are achieved. The functions of evaluation method for soaping resistance color fastness of yarn-dyed fabrics based on machine vision are achieved by means of a hardware portion and a software portion, wherein the hardware portion can acquire images of the yarn-dyed fabrics, and comprises an industrial video suite (1), a light source (2), a light source controller (3), a computer host (4), a display (5), a data transmission guide line (6), a sample platform (7) for installing the industrial video suite and the light source, and the software portion can achieve acquisition, storage and clipping of images, statistics of grayscale characteristics and grade evaluation of color fastness to washing of the yarn-dyed fabrics and staining of samples of pure cotton fiber white lining are achieved by.
Description
Technical field
The present invention relates to a kind of colored woven fabric fastness to soaping evaluation method based on machine vision; This method than ISO 105C10:2006 " colored woven fabric colour fastness test C10 part: anti-soap lye or soap and soda liquid washing colour fastness " and GB/T 3921-2008 " the colored woven fabric colour fastness is tested fastness to soaping " stipulate based on gray scale or instrument; Contrast original sample; Fading of sample of evaluation compared with the staining method of adjacent fabric; The method that this invention proposes is more objective, accurate, can effectively reduce the subjective error of bringing of passing judgment on.
Background technology
Colored woven fabric is to be interwoven widespread use in clothes and decoration by two or more dyeing warp, weft threads.The WASHING COLOR FASTNESS evaluation is the important composition of colored woven fabric quality assessment, for all colored woven fabrics, must carry out the WASHING COLOR FASTNESS evaluation.In existing evaluation method, mainly change according to colored woven fabric washing front and rear surfaces color depth, for example whiteness value and K/S value change.But in the instrument of existing test whiteness value and K/S value, can only get a little the part of colored woven fabric and measure, can't realize the global measuring of monoblock colored woven fabric, test result can not reflect colored woven fabric local detail in washing process situation of fading.
In addition, because colored woven fabric is complicated because of its color, the objective exact evaluation of fastness to soaping is the bottleneck problem that the puzzlement look is knitted weaving technology always.Invention will propose a kind of colored woven fabric fastness to soaping evaluation method based on machine vision, realize objective, the precise quantification evaluation of WASHING COLOR FASTNESS and staining fastness.
Summary of the invention
The objective of the invention is to propose a kind of colored woven fabric fastness to soaping evaluation method, realize the overall situation, meticulous, the objective evaluation of colored woven fabric fastness to soaping based on machine vision.In order to realize this purpose, will be based on the colored woven fabric fastness to soaping evaluation method of machine vision through hardware components and software section cooperation realization.
Hardware components can be realized obtaining of colored woven fabric image, and it mainly installs the sample bench (7) of usefulness by industrial video external member (1), light source (2), light source controller (3), main frame (4), display (5), data transmission wires (7) and industrial video external member and light source.
Industrial video external member (1) is made up of face battle array colorful CCD camera, data line and capture card, is the Primary Component of colored woven fabric IMAQ.Wherein, area array CCD resolution is not less than 2048 * 2048 pixels.
Light source (2) and light source controller (3) are used, when satisfying the colored woven fabric IMAQ, and the specimen surface brightness requirement.Light source controller (2) can be regulated the brightness of light source.Wherein, light source (2) should be the LED strip source, uses in pairs, and light source length is not less than 50 centimetres, and LED is no less than 4 rows in the single source.
Software section is a kind of computer program; Can be used with hardware components, obtain Sample Image, realize the analysis of washing front and back colored woven fabric image; Extract the textural characteristics value of colored woven fabric Sample Image before and after the washing, to describe the colored woven fabric sample situation of fading.In software section; The colored woven fabric image analysis function can realize through programming development environment; For example the programming of MATLAB, Microsoft Visual C++, Microsoft Visual Basic and Delphi realizes, also can carry out secondary development through the digital imaging processing software of special use and realize.
Hardware components and software section are based on the fundamental of the colored woven fabric fastness to soaping evaluation method realization of machine vision, and both are indispensable.
Description of drawings
Schematically provided the main example of technology implementation mode of the present invention in the accompanying drawings, wherein,
Fig. 1, hardware mechanism partly form synoptic diagram;
Fig. 2, software section major function synoptic diagram.
Embodiment
According to requirement among the GB/T3921-2008; When sample is fabric; Prepare composite sample according to following method: getting size is one on 100 millimeters * 40 millimeters colored woven fabric samples, and the front contacts with one 100 millimeters * 40 millimeters textile fiber white adjacent fabrics, sews up along a minor face.In this example, in order to simulate the fade stability of environment and warranty test of true laundry, adopt the family expenses Rolling washing machine once five samples to be washed.For example, adopt hardware shown in Figure 1 to cooperate software shown in Figure 2 that the colored woven fabric sample that dries before and after the washing is taken pictures, calculate the gray average I of washing front and back Sample Image
bAnd I
aCan know that according to the machine vision principle fade after the sample washing, color shoals, it is big that its gray-scale value becomes.Therefore, therefore calculate washing front and back Sample Image gray-scale value recruitment η:
η＝I
a-I
b (1)
In formula (1), gray average difference η is big more before and after the same sample washing, and it is serious more to explain that sample fades.
Simultaneously, textile fiber white adjacent fabric can be gone up the dyestuff of dyeing woven fabric sample decolouring when washing with the colored woven fabric sample, the dyeing phenomenon occurs.Therefore, after the staining of textile fiber white adjacent fabric, gray-scale value can reduce, and its decrease also can be used as the measurement index of colored woven fabric sample fading extent.Textile fiber white adjacent fabric gray average reduces value and is:
v＝T
b-T
a (2)
In formula (2), T
bAnd T
aBe respectively textile fiber white adjacent fabric sample washing front and back gray average.V representes that textile fiber white adjacent fabric gray average reduces value, and the v value is big more, explains that adjacent fabric staining is serious more, and colored woven fabric washing sample is serious more.
Confirm to fade and the staining grade according to colored woven fabric Sample Image gray-scale value recruitment η and textile fiber white adjacent fabric sample gray average decrease v before and after the washing, specifically as shown in table 1.
Table 1 colored woven fabric fastness to soaping table of grading
| The η value | 0-10 | 11-20 | 21-30 | 31-40 | 41-50 | ＞50 |
| The fastness to soaping |
5 | 4 | 3 | 2.5 | 2 | 1 |
| The v value | 0-10 | 11-20 | 21-30 | 31-40 | 41-50 | ＞50 |
| Paste lining |
5 | 4 | 3 | 2.5 | 2 | 1 |
According to requirement among the GB/T3921-2008, contain the 5g washing agent in every premium on currency, according to the washing machine inflow amount, in pattern of expressing and the washing of linen-cotton pattern, use 60g and 110g washing agent respectively.Colored woven fabric sample after the washing and textile fiber white adjacent fabric sample are dried, and adopt NI Vision Builder for Automated Inspection to take pictures, calculate the gray average of sample before and after washing.When the washing water temperature is 40 ℃; Colored woven fabric sample (abbreviating the sample that fades as) and textile fiber white adjacent fabric sample (abbreviate as and paste the lining sample) expressing and the washing of linen-cotton washing mode before and after the Sample Image gray average, and fastness to soaping and staining grade are as shown in table 2.
During 40 ℃ in table 2, sample washing fastness to soaping and staining grade
Claims (8)
1. the colored woven fabric fastness to soaping evaluation method based on machine vision will realize through hardware components and software section cooperation; Hardware components should realize that the baroque colored woven fabric sample of colour image and textile fiber white pastes the high precision of lining Sample Image and obtain, it mainly by industrial video external member (1), light source (2), light source controller (3), main frame (4), display (5), data transmission wires (6) and sample place, industrial video external member and light source install the sample bench (7) of usefulness.Software section can real world images obtain, preservation, cutting, and gray feature statistics and colored woven fabric fastness to soaping grade and textile fiber white are pasted the evaluation that serves as a contrast sample staining grade and the output of evaluation result.
2. according to claim 1, industrial video external member (1) should comprise face battle array colorful CCD camera, data line and capture card at least.Wherein, area array CCD resolution is not less than 2048 * 2048 pixels.
3. according to claim 1, light source (2) and light source controller (3) are used, in the time of should satisfying the colored woven fabric IMAQ, and the specimen surface brightness requirement.Light source controller (2) should be regulated the brightness of light source.Wherein, light source (2) should be the LED strip source, uses in pairs, and light source length is not less than 50 centimetres, and LED is no less than 4 rows in the single source.
4. according to claim 1; Main frame (4) should be furnished with industrial video external member IMAQ card slot or interface; At least can image pick-up card be connected with computer motherboard through a kind of mode in VGA interface, DVI interface, USB interface, 1394 interfaces or PCI slot, PCI-E slot, ISA slot, the AGP slot, realize the collection and the demonstration of image.
5. according to claim 1 and claim 4, industrial video external member (1) and main frame (4) should interconnect through data transmission wires (7) with display (5), and wherein, display (5) should be color monitor, can show the RGB coloured image.
6. according to claim 1 and claim 5, in hardware system, have two single data transfer wires (6) at least, can realize respectively that image is from industrial video external member (1) to main frame (4) with the transmission of image information from main frame (4) to display (5).
7. according to claim 1, hardware components should comprise sample bench (7), and it can be used for mounting industrial video external member (1) and light source (2), and colored woven fabric sample and textile fiber white that placement need be taken pictures are pasted the lining sample.Wherein, the sample bench of placing the sample part be square, and size is 3 times of small sample area not.
8. according to claim 1, colored woven fabric sample color can not be solid color, and its surface comprises two or more colors at least.Textile fiber white is pasted the lining sample, should be through the pure cotton fabric after the bleaching, and its whiteness is not less than 75%.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103196393A (en) * | 2013-03-14 | 2013-07-10 | 南京楚通自动化科技有限公司 | Geometrical shape and surface color real time imaging device |
| CN106908299A (en) * | 2017-03-28 | 2017-06-30 | 北京出入境检验检疫局检验检疫技术中心 | Proficiency testing sample for the detection of textile fastness to soaping and preparation method thereof |
| CN111007017A (en) * | 2019-11-14 | 2020-04-14 | 汕头市中广测分析中心有限公司 | Textile washing fastness solution staining test method |
| CN113430679A (en) * | 2021-08-26 | 2021-09-24 | 中材新材料装备科技(天津)有限公司 | Production platform for identifying abnormality of carbon fiber in pre-oxidation furnace |
-
2012
- 2012-01-06 CN CN2012100025989A patent/CN102564972A/en active Pending
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103196393A (en) * | 2013-03-14 | 2013-07-10 | 南京楚通自动化科技有限公司 | Geometrical shape and surface color real time imaging device |
| CN106908299A (en) * | 2017-03-28 | 2017-06-30 | 北京出入境检验检疫局检验检疫技术中心 | Proficiency testing sample for the detection of textile fastness to soaping and preparation method thereof |
| CN106908299B (en) * | 2017-03-28 | 2019-12-10 | 北京出入境检验检疫局检验检疫技术中心 | capability verification sample for textile soaping-resistant color fastness detection and preparation method thereof |
| CN111007017A (en) * | 2019-11-14 | 2020-04-14 | 汕头市中广测分析中心有限公司 | Textile washing fastness solution staining test method |
| CN113430679A (en) * | 2021-08-26 | 2021-09-24 | 中材新材料装备科技(天津)有限公司 | Production platform for identifying abnormality of carbon fiber in pre-oxidation furnace |
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Application publication date: 20120711 |