Date post: | 06-Apr-2018 |
Category: |
Documents |
Upload: | sentthil-kumar |
View: | 217 times |
Download: | 0 times |
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 19
COLOR MANAGEMENT FOR PRINTING
What is color
A Colour is the sensation produced in response to selective absorption of wavelengths
from visible light It possesses the attributes of Brightness Colourfulness and Hue Aninternational standard developed by CIE can be used for measurement of these attributes
for any colour
An alternative way of specifying colour is to refer to a colour order system such as the
Munsell or NCS systems ( widely used in Europe)
As you might suspect there are different types of color Now is when you can throw the
color wheel out the window
RGB Color This is color based upon light Your computer monitor and television use
RGB The name RGB stands for Red Green Blue which are the 3 primaries (withgreen replacing yellow) By combining these 3 colors any other color can be produced
Remember this color method is only used with light sources it does not apply to
printing
CMYK Color This is the color method based upon pigments CMYK stands for Cyan
Magenta Yellow and Black (its what the K stands for) Using these 4 colors most other
colors can be achieved Unfortunately CMYK cannot reproduce the same amount of colors as RGB can which is why yellow-greens sometimes look a bit muddy when
printed This problem could be overcome by using a conversion formula This is the
method used by printers the world over and is also a clever way of mixing paints
Pantone (PMS) Color This is yet another printing color method PMS stands for
Pantone Matching System and is a large list of specially mixed colors made by the
Pantone Corporation Instead of using CMYK to create colors the pigments are createdindividually for purity For example if I wanted to use a Red-Violet color Id pick PMS
233M The color would be made exclusively for my project and would always print
exactly how I want The only drawback to using PMS colors is that theyre only useful for projects with few colors Theyre also expensive
Color printing is the reproduction of an image or text in color While there are manytechniques for reproducing images in color specific graphic processes and industrial
equipment are used for mass reproduction of color images on paper In this sense color
printing involves reproduction techniques suited for printing presses capable of thousands or millions of impressions for publishing newspapers and magazines
brochures cards posters and similar mass-market items In this type of industrial or
commercial printing the technique used to print full-color images such as color
photographs is referred to as four-color-process or merely process color system Thishas increased now to around 78 and even to 12 color digital printing
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 29
Process Color Systems
Looking at the different process color printing systems will help to understand the
realistic color capabilities and expectations one should have of these systems
CMYK is a 4-color printing process using 3 subtractive color primaries with black cyan
magenta and yellow The color limitations of CMYK lie in the difficulty to reproduce bright reds greens and blues as well as many of the colors required by the textile
industry The CMYK process is improved by including extra colors that cannot bereproduced by dithering or mixing cyan magenta and yellow
Hexachromereg is a 6-color process printing system developed by Pantone Inc to addressthis issue In the core of Hexachrome orange and green inks have been added to
modified CMYK inks These additional colors help to reproduce more brilliant
continuous-tone images Pantone states that the Hexachrome system is capable of accurately reproducing over 90 of the Pantone Matching Systemreg Colors - almost
twice the number that can be obtained using CMYK process printing
The strongest complaints about digitally printed fabric from the textile industry are the
visible dither of colors and limited color gamuts compared to traditional textile screen printing With the introduction of 7 8 and even 12-color digital printers into the market
these systems come closer to achieving the results desired by the textile industry As a
general rule the greater the number of colors (not printheads) that are in a printer thelarger the number of colors that can be reproduced For example a 12-color printer with
10 individual colors and 2 light shades
will provide a much larger color gamut
than a 12-color printer using CMYK with light shades It is important
however to have a balance of colorantsto light shades to eliminate visibledither When using textile inks such as
reactive acid or disperse the full
potential of these color spaces are notrealized until the colors have reacted
with the fabric which occurs during
post-processing such as steaming and
washing
The hardware and ink options available
to the textile industry are a reflection of a growing market that has yet to develop any standards As an example Mimaki and
Mutoh printers are available in versions that support both CMYK and Hexachromereg
color systems The Mimaki can be configured with any 6 or 7 colors as well as CMYK with light shades or in Hexachrome DGS offers the Luxor 7 which is a Mimaki printer
that supports three different inksets using CMYK with special colors such as CMYK +
(blue + green + gold) CMYK + (blue + gray + gold) CMYK + (C light + M light + K light) In addition the ColorSpan 12 color printers can be configured as either CMYK
Pantonersquos Representation of Hexachrome vs
CMYK color gamuts
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 39
with light shades of cyan and magenta or use an 8 or 12 color textile inkset The inks
determine the color space but the RIP drives and manages those colors
Digital textile printers are developed tested and marketed with the use of specific inksets
in co-operation with ink vendors offering inks specially formulated for the textile market
While established users such as fine artists and graphic designers have been known tostray from these established formulas in hopes of finding their unique niche in the
market playing with ink chemistries and established inkhardware formulas is not for the
faint at heart Nor is it advisable for companies under tight timelines
12-Color Reactive Ink Set Color Gamut showing enhanced color space provided
by steaming and washing
Graphic arts RIPs and color management systems support the SWOP color standard for
Web-Offset Printing the color reproduction standard for the digital graphics printing
industry Because this standard uses CMYK process color SWOP is inappropriate as acolor reproduction standard for the textile printing industry which has used multiple spot
colors in conventional printing
Color system ndashan overview
To understand all types of process color systems we will look into the process
involved in printing with the CMYK color model in detail
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 49
CMYK color model referred to as process color or four color is a subtractive color
model used in color printing also used to describe the printing process itself CMYK
refers to the four inks used in most color printing cyan magenta yellow and black
Some sources suggest that the ldquoKrdquo in CMYK comes from the last letter in black and
was chosen because B already means blue The CMYK model works by partially or entirely masking certain colors on the typically white background (that is absorbing
particular wavelengths of light) Such a model is called subtractive because inksldquosubtractrdquo brightness from white
Cyan magenta
yellow and key
(black)
Layers of simulated
glass show how semi-
transparent layers of color combine on
paper into spectrum of
CMY colors
Two graphic techniques are required to prepare images for four-color printing andscreening or half toning These steps make possible the creation of printing plates
that can transfer color impressions to paper on printing presses based on the principles of lithography
Color separation process
The process of color separation starts by separating the original artwork into red green
and blue components (for example by a digital scanner) The next step is to invert each of these separations When a negative image of the red component is produced the resulting
image represents the cyan component of the image Likewise negatives are produced of
the green and blue components to produce magenta and yellow separations respectivelyThis is done because cyan magenta and yellow are subtractive primaries which each
represent two of the three additive primaries (RGB) after one additive primary has been
subtracted from white light
Cyan magenta and yellow are the three basic colors used for color reproduction Whenthese three colors are variously used in printing the result should be a reasonable
reproduction of the original but in practice this is not the case Due to limitations in the
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 59
inks the darker colors are dirty and muddied To resolve this a black separation is also
created which improves the shadow and contrast of the image Numerous techniques
exist to derive this black separation from the original image these include greycomponent replacement under color removal and under color addition This printing
technique is referred to as CMYK (the K being short for key In this case the key
color is black) Todays digital printing methods do not have the restriction of a singlecolor space that traditional CMYK processes do Many presses can print from files that
were ripped with images using either RGB or CMYK modes The color reproduction
abilities of a particular color space can vary the process of obtaining accurate colorswithin a color model is called color matching
Screening
Inks used in color printing presses are semi-transparent and can be printed on top of each
other to produce different hues For example green results from printing yellow and cyan
inks on top of each other However a printing press cannot vary the amount of ink
applied to particular picture areas except through screening a process that representslighter shades as tiny dots rather than solid areas of ink This is analogous to mixing
white paint into a color to lighten it except the white is the paper itself In process color printing the screened image or halftone for each ink color is printed in succession The
screen grids are set at different angles and the dots therefore create tiny rosettes which
through a kind of optical illusion appear to form a continuous-tone image You can viewthe halftoning which enables printed images by examining a printed picture under
magnification
Traditionally halftone screens were generated by inked lines on two sheets of glass that
were cemented together at right angles Each of the color separation films were then
exposed through these screens The resulting high-contrast image once processed haddots of varying diameter depending on the amount of exposure that area received which
was modulated by the grayscale separation film image
The glass screens were made obsolete by high-contrast films where the halftone dotswere exposed with the separation film This in turn was replaced by a process where the
halftones are electronically generated directly on the film with a laser Most recently
computer to plate (CTP) technology has allowed printers to bypass the film portion of the process entirely CTP images the dots directly on the printing plate with a laser
saving money increasing quality (by reducing the repeated generations) reducing lead-
times and saving the environment from toxic film-processing chemicals
Screens with a frequency of 60 to 120 lines per inch (lpi) reproduce color photographsin newspapers The coarser the screen (lower frequency) the lower the quality of the
printed image Highly absorbent newsprint requires a lower screen frequency than less-
absorbent coated paper stock used in magazines and books where screen frequencies of
133 to 200 lpi and higher are used
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 69
The measure of how much an ink dot spreads and becomes larger on paper is called dot
gain This phenomenon must be accounted for in photographic or digital preparation of
screened images Dot gain is higher on more absorbent uncoated paper stock such asnewsprint
Digital textile printing color management software must answer three key questionsFirst what is the color gamut (range of printable colors) of the system taking into
account the printer inks and fabric used Are the desired colors inside the digital printerrsquoscolor gamut And last but not least how can the system produce all of the colors that are
within the color gamut
It is important to understand which colors are attainable within the limits of specific
printers and ink sets If a printer is incapable of producing a desired color no amount of
color management can make it possible In addition there are some colors that can bedisplayed on an RGB monitor but not printable using a CMYK device and vice verse
(CMYK representing the Cyan Magenta Yellow and Black inks used in process color
printing)
Some of the first digital printing systems introduced to the textile industry using CMYK
process printing were originally developed for the graphics and paper printing industries
These systems were not well received because the color gamut obtainable in CMYK isconsiderably smaller than the gamut of spot color inks used in conventional rotary screen
printing of textiles
Defining and Profiling Color
CIE Lab color space is one of the color standards used by the textile industry The
CIE International Commission on Lighting realized that every color the human eye perceives could be defined using three numbers L indicates luminosity lightness fromwhite to black The a and b are the chromaticity coordinates that indicate color
directions +a is the red direction -a is the green direction +b is the yellow direction
and ndashb is the blue direction The center is achromatic hues of gray As the a and bvalues increase and the point moves out from the center the chroma or purity of the color
increases The pythagorean distance between two color points plotted in the color space
relates to the visual color difference between those two points In this way color
variation between points and a standard may be expressed using numbers
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 79
Color management and RIP(Raster Image Processors) software manage color by creating
profiles or characterizations specific to the printer ink fabric and any post-processing
such as steaming and washing All of these variables have an impact on color and eachvariation must be profiled to insure accurate color match When a design is printed a
profile is selected based on
the printerinkmediacombination to insure that
the colors in the original
design or target colors matchthe digitally printed output
The process of creating a
profile or characterization of a digital printer begins by
printing out a linearization
file of the inks in the printer
typically from 0-255saturation Data on ink
density limits can begathered at this stage as well
These color targets are
measured by a
spectrophotometer (See thetechexchangecom color
library for more articles specific to the color measurement of textiles) Next a number of
color targets are printed and measured to map the color space of printable colors Fromall of these data points an algorithm is used to calculate the color space and the profile is
complete
Various software packages offer different levels of profiling capabilities from supporting
standard ICC profiles created in third-party profiling software to vendor supplied
profiles to end user capability to create custom profiles using proprietary color systemsThe International Color Consortium (ICC) color profile is a standard profile format that
characterizes the color-reproduction capabilities or color gamut of devices such as
scanners digital cameras monitors and digital printers For a glossary of color science
terminology go to httpwwwuicedu~hilbertGlossaryhtml
The price points of various software packages are often determined by the level of
profiling and color management capabilities For instance a RIP without profilingcapability may be less expensive than one that uses proprietary systems to enable the end
user to generate profiles These options offer color management of digital printing
systems to customers who may not want to delve into profiling themselves
What is a color management system
Diagram of CIE Lab Color Space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 89
A system that transforms data encoded for one device (such as scanner RGB) into that for
another device (such as printer CMYK) in such a way that it reproduces on print the same
colours as those scanned Where exact colour matching is not possible the result should be a pleasing approximation to the original colours In general the term colour
management system is usually reserved for those systems that use the internationally
accepted CIE system of colour measurement as a reference
Software Solutions
Textile specific software is needed to handle textile design images including flat and
continuous tone designs separation files in addition to color management Important
software features for digital printing of textiles include
bull Accept textile industry file formats from CAD design and screen separation programs CST MST PUB GRT SEP SCN XPF etc
bull Accept common graphic file formats TIFF Indexed 8 bit TIFF PSD EPS AI
BMP TGA etcbull Print Layout functions such as step amp repeat design coordinates and colorways
color chips multi-image placement scaling rotating spooling or batching etc
bull Manage expanded ink sets beyond CMYK depending upon printer
bull Ink control functions Manage higher ink densities required for color saturation of fabric
bull Color catalogs color palettes andor Pantone Textile Color System
bull Profiling supplied by vendor or custom profiling capability
bull Color gamut visualization and comparison to see if target color is attainable
bull Screen Print Simulation features if digital output needs to match to production
bull Capability to link color data to the textile millrsquos color kitchen
Digitally printed fabric is often seen as too good to be reproduced by traditional screen printing techniques It is helpful to have screen simulation features to bridge the gap
between digital and screen printed fabrics Several software vendors have incorporated
features useful in simulating and matching to screen printed production fabric such assimulating screen resolution raster simulation or screen mesh size color mixing color
overprinting and color trapping incorporating gradation curves for tonal separations and
even profiling the textile printing millrsquos color space
The color management and RIP software options available to the textile industry reflect a
growing market and growing acceptance of digitally printed fabric for proofing
sampling and short-run production It is no longer enough to be able to print fabricdigitally the industry is requiring color matching and management throughout the
complete design workflow from scanning to calibrated monitors spectrophotometers to
the digital printer Future hardware and software developments for the textile industry
may include combinations of spot and process printing systems and customization of awider range of ink colors that can be selected depending upon the color space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 29
Process Color Systems
Looking at the different process color printing systems will help to understand the
realistic color capabilities and expectations one should have of these systems
CMYK is a 4-color printing process using 3 subtractive color primaries with black cyan
magenta and yellow The color limitations of CMYK lie in the difficulty to reproduce bright reds greens and blues as well as many of the colors required by the textile
industry The CMYK process is improved by including extra colors that cannot bereproduced by dithering or mixing cyan magenta and yellow
Hexachromereg is a 6-color process printing system developed by Pantone Inc to addressthis issue In the core of Hexachrome orange and green inks have been added to
modified CMYK inks These additional colors help to reproduce more brilliant
continuous-tone images Pantone states that the Hexachrome system is capable of accurately reproducing over 90 of the Pantone Matching Systemreg Colors - almost
twice the number that can be obtained using CMYK process printing
The strongest complaints about digitally printed fabric from the textile industry are the
visible dither of colors and limited color gamuts compared to traditional textile screen printing With the introduction of 7 8 and even 12-color digital printers into the market
these systems come closer to achieving the results desired by the textile industry As a
general rule the greater the number of colors (not printheads) that are in a printer thelarger the number of colors that can be reproduced For example a 12-color printer with
10 individual colors and 2 light shades
will provide a much larger color gamut
than a 12-color printer using CMYK with light shades It is important
however to have a balance of colorantsto light shades to eliminate visibledither When using textile inks such as
reactive acid or disperse the full
potential of these color spaces are notrealized until the colors have reacted
with the fabric which occurs during
post-processing such as steaming and
washing
The hardware and ink options available
to the textile industry are a reflection of a growing market that has yet to develop any standards As an example Mimaki and
Mutoh printers are available in versions that support both CMYK and Hexachromereg
color systems The Mimaki can be configured with any 6 or 7 colors as well as CMYK with light shades or in Hexachrome DGS offers the Luxor 7 which is a Mimaki printer
that supports three different inksets using CMYK with special colors such as CMYK +
(blue + green + gold) CMYK + (blue + gray + gold) CMYK + (C light + M light + K light) In addition the ColorSpan 12 color printers can be configured as either CMYK
Pantonersquos Representation of Hexachrome vs
CMYK color gamuts
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 39
with light shades of cyan and magenta or use an 8 or 12 color textile inkset The inks
determine the color space but the RIP drives and manages those colors
Digital textile printers are developed tested and marketed with the use of specific inksets
in co-operation with ink vendors offering inks specially formulated for the textile market
While established users such as fine artists and graphic designers have been known tostray from these established formulas in hopes of finding their unique niche in the
market playing with ink chemistries and established inkhardware formulas is not for the
faint at heart Nor is it advisable for companies under tight timelines
12-Color Reactive Ink Set Color Gamut showing enhanced color space provided
by steaming and washing
Graphic arts RIPs and color management systems support the SWOP color standard for
Web-Offset Printing the color reproduction standard for the digital graphics printing
industry Because this standard uses CMYK process color SWOP is inappropriate as acolor reproduction standard for the textile printing industry which has used multiple spot
colors in conventional printing
Color system ndashan overview
To understand all types of process color systems we will look into the process
involved in printing with the CMYK color model in detail
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 49
CMYK color model referred to as process color or four color is a subtractive color
model used in color printing also used to describe the printing process itself CMYK
refers to the four inks used in most color printing cyan magenta yellow and black
Some sources suggest that the ldquoKrdquo in CMYK comes from the last letter in black and
was chosen because B already means blue The CMYK model works by partially or entirely masking certain colors on the typically white background (that is absorbing
particular wavelengths of light) Such a model is called subtractive because inksldquosubtractrdquo brightness from white
Cyan magenta
yellow and key
(black)
Layers of simulated
glass show how semi-
transparent layers of color combine on
paper into spectrum of
CMY colors
Two graphic techniques are required to prepare images for four-color printing andscreening or half toning These steps make possible the creation of printing plates
that can transfer color impressions to paper on printing presses based on the principles of lithography
Color separation process
The process of color separation starts by separating the original artwork into red green
and blue components (for example by a digital scanner) The next step is to invert each of these separations When a negative image of the red component is produced the resulting
image represents the cyan component of the image Likewise negatives are produced of
the green and blue components to produce magenta and yellow separations respectivelyThis is done because cyan magenta and yellow are subtractive primaries which each
represent two of the three additive primaries (RGB) after one additive primary has been
subtracted from white light
Cyan magenta and yellow are the three basic colors used for color reproduction Whenthese three colors are variously used in printing the result should be a reasonable
reproduction of the original but in practice this is not the case Due to limitations in the
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 59
inks the darker colors are dirty and muddied To resolve this a black separation is also
created which improves the shadow and contrast of the image Numerous techniques
exist to derive this black separation from the original image these include greycomponent replacement under color removal and under color addition This printing
technique is referred to as CMYK (the K being short for key In this case the key
color is black) Todays digital printing methods do not have the restriction of a singlecolor space that traditional CMYK processes do Many presses can print from files that
were ripped with images using either RGB or CMYK modes The color reproduction
abilities of a particular color space can vary the process of obtaining accurate colorswithin a color model is called color matching
Screening
Inks used in color printing presses are semi-transparent and can be printed on top of each
other to produce different hues For example green results from printing yellow and cyan
inks on top of each other However a printing press cannot vary the amount of ink
applied to particular picture areas except through screening a process that representslighter shades as tiny dots rather than solid areas of ink This is analogous to mixing
white paint into a color to lighten it except the white is the paper itself In process color printing the screened image or halftone for each ink color is printed in succession The
screen grids are set at different angles and the dots therefore create tiny rosettes which
through a kind of optical illusion appear to form a continuous-tone image You can viewthe halftoning which enables printed images by examining a printed picture under
magnification
Traditionally halftone screens were generated by inked lines on two sheets of glass that
were cemented together at right angles Each of the color separation films were then
exposed through these screens The resulting high-contrast image once processed haddots of varying diameter depending on the amount of exposure that area received which
was modulated by the grayscale separation film image
The glass screens were made obsolete by high-contrast films where the halftone dotswere exposed with the separation film This in turn was replaced by a process where the
halftones are electronically generated directly on the film with a laser Most recently
computer to plate (CTP) technology has allowed printers to bypass the film portion of the process entirely CTP images the dots directly on the printing plate with a laser
saving money increasing quality (by reducing the repeated generations) reducing lead-
times and saving the environment from toxic film-processing chemicals
Screens with a frequency of 60 to 120 lines per inch (lpi) reproduce color photographsin newspapers The coarser the screen (lower frequency) the lower the quality of the
printed image Highly absorbent newsprint requires a lower screen frequency than less-
absorbent coated paper stock used in magazines and books where screen frequencies of
133 to 200 lpi and higher are used
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 69
The measure of how much an ink dot spreads and becomes larger on paper is called dot
gain This phenomenon must be accounted for in photographic or digital preparation of
screened images Dot gain is higher on more absorbent uncoated paper stock such asnewsprint
Digital textile printing color management software must answer three key questionsFirst what is the color gamut (range of printable colors) of the system taking into
account the printer inks and fabric used Are the desired colors inside the digital printerrsquoscolor gamut And last but not least how can the system produce all of the colors that are
within the color gamut
It is important to understand which colors are attainable within the limits of specific
printers and ink sets If a printer is incapable of producing a desired color no amount of
color management can make it possible In addition there are some colors that can bedisplayed on an RGB monitor but not printable using a CMYK device and vice verse
(CMYK representing the Cyan Magenta Yellow and Black inks used in process color
printing)
Some of the first digital printing systems introduced to the textile industry using CMYK
process printing were originally developed for the graphics and paper printing industries
These systems were not well received because the color gamut obtainable in CMYK isconsiderably smaller than the gamut of spot color inks used in conventional rotary screen
printing of textiles
Defining and Profiling Color
CIE Lab color space is one of the color standards used by the textile industry The
CIE International Commission on Lighting realized that every color the human eye perceives could be defined using three numbers L indicates luminosity lightness fromwhite to black The a and b are the chromaticity coordinates that indicate color
directions +a is the red direction -a is the green direction +b is the yellow direction
and ndashb is the blue direction The center is achromatic hues of gray As the a and bvalues increase and the point moves out from the center the chroma or purity of the color
increases The pythagorean distance between two color points plotted in the color space
relates to the visual color difference between those two points In this way color
variation between points and a standard may be expressed using numbers
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 79
Color management and RIP(Raster Image Processors) software manage color by creating
profiles or characterizations specific to the printer ink fabric and any post-processing
such as steaming and washing All of these variables have an impact on color and eachvariation must be profiled to insure accurate color match When a design is printed a
profile is selected based on
the printerinkmediacombination to insure that
the colors in the original
design or target colors matchthe digitally printed output
The process of creating a
profile or characterization of a digital printer begins by
printing out a linearization
file of the inks in the printer
typically from 0-255saturation Data on ink
density limits can begathered at this stage as well
These color targets are
measured by a
spectrophotometer (See thetechexchangecom color
library for more articles specific to the color measurement of textiles) Next a number of
color targets are printed and measured to map the color space of printable colors Fromall of these data points an algorithm is used to calculate the color space and the profile is
complete
Various software packages offer different levels of profiling capabilities from supporting
standard ICC profiles created in third-party profiling software to vendor supplied
profiles to end user capability to create custom profiles using proprietary color systemsThe International Color Consortium (ICC) color profile is a standard profile format that
characterizes the color-reproduction capabilities or color gamut of devices such as
scanners digital cameras monitors and digital printers For a glossary of color science
terminology go to httpwwwuicedu~hilbertGlossaryhtml
The price points of various software packages are often determined by the level of
profiling and color management capabilities For instance a RIP without profilingcapability may be less expensive than one that uses proprietary systems to enable the end
user to generate profiles These options offer color management of digital printing
systems to customers who may not want to delve into profiling themselves
What is a color management system
Diagram of CIE Lab Color Space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 89
A system that transforms data encoded for one device (such as scanner RGB) into that for
another device (such as printer CMYK) in such a way that it reproduces on print the same
colours as those scanned Where exact colour matching is not possible the result should be a pleasing approximation to the original colours In general the term colour
management system is usually reserved for those systems that use the internationally
accepted CIE system of colour measurement as a reference
Software Solutions
Textile specific software is needed to handle textile design images including flat and
continuous tone designs separation files in addition to color management Important
software features for digital printing of textiles include
bull Accept textile industry file formats from CAD design and screen separation programs CST MST PUB GRT SEP SCN XPF etc
bull Accept common graphic file formats TIFF Indexed 8 bit TIFF PSD EPS AI
BMP TGA etcbull Print Layout functions such as step amp repeat design coordinates and colorways
color chips multi-image placement scaling rotating spooling or batching etc
bull Manage expanded ink sets beyond CMYK depending upon printer
bull Ink control functions Manage higher ink densities required for color saturation of fabric
bull Color catalogs color palettes andor Pantone Textile Color System
bull Profiling supplied by vendor or custom profiling capability
bull Color gamut visualization and comparison to see if target color is attainable
bull Screen Print Simulation features if digital output needs to match to production
bull Capability to link color data to the textile millrsquos color kitchen
Digitally printed fabric is often seen as too good to be reproduced by traditional screen printing techniques It is helpful to have screen simulation features to bridge the gap
between digital and screen printed fabrics Several software vendors have incorporated
features useful in simulating and matching to screen printed production fabric such assimulating screen resolution raster simulation or screen mesh size color mixing color
overprinting and color trapping incorporating gradation curves for tonal separations and
even profiling the textile printing millrsquos color space
The color management and RIP software options available to the textile industry reflect a
growing market and growing acceptance of digitally printed fabric for proofing
sampling and short-run production It is no longer enough to be able to print fabricdigitally the industry is requiring color matching and management throughout the
complete design workflow from scanning to calibrated monitors spectrophotometers to
the digital printer Future hardware and software developments for the textile industry
may include combinations of spot and process printing systems and customization of awider range of ink colors that can be selected depending upon the color space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 39
with light shades of cyan and magenta or use an 8 or 12 color textile inkset The inks
determine the color space but the RIP drives and manages those colors
Digital textile printers are developed tested and marketed with the use of specific inksets
in co-operation with ink vendors offering inks specially formulated for the textile market
While established users such as fine artists and graphic designers have been known tostray from these established formulas in hopes of finding their unique niche in the
market playing with ink chemistries and established inkhardware formulas is not for the
faint at heart Nor is it advisable for companies under tight timelines
12-Color Reactive Ink Set Color Gamut showing enhanced color space provided
by steaming and washing
Graphic arts RIPs and color management systems support the SWOP color standard for
Web-Offset Printing the color reproduction standard for the digital graphics printing
industry Because this standard uses CMYK process color SWOP is inappropriate as acolor reproduction standard for the textile printing industry which has used multiple spot
colors in conventional printing
Color system ndashan overview
To understand all types of process color systems we will look into the process
involved in printing with the CMYK color model in detail
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 49
CMYK color model referred to as process color or four color is a subtractive color
model used in color printing also used to describe the printing process itself CMYK
refers to the four inks used in most color printing cyan magenta yellow and black
Some sources suggest that the ldquoKrdquo in CMYK comes from the last letter in black and
was chosen because B already means blue The CMYK model works by partially or entirely masking certain colors on the typically white background (that is absorbing
particular wavelengths of light) Such a model is called subtractive because inksldquosubtractrdquo brightness from white
Cyan magenta
yellow and key
(black)
Layers of simulated
glass show how semi-
transparent layers of color combine on
paper into spectrum of
CMY colors
Two graphic techniques are required to prepare images for four-color printing andscreening or half toning These steps make possible the creation of printing plates
that can transfer color impressions to paper on printing presses based on the principles of lithography
Color separation process
The process of color separation starts by separating the original artwork into red green
and blue components (for example by a digital scanner) The next step is to invert each of these separations When a negative image of the red component is produced the resulting
image represents the cyan component of the image Likewise negatives are produced of
the green and blue components to produce magenta and yellow separations respectivelyThis is done because cyan magenta and yellow are subtractive primaries which each
represent two of the three additive primaries (RGB) after one additive primary has been
subtracted from white light
Cyan magenta and yellow are the three basic colors used for color reproduction Whenthese three colors are variously used in printing the result should be a reasonable
reproduction of the original but in practice this is not the case Due to limitations in the
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 59
inks the darker colors are dirty and muddied To resolve this a black separation is also
created which improves the shadow and contrast of the image Numerous techniques
exist to derive this black separation from the original image these include greycomponent replacement under color removal and under color addition This printing
technique is referred to as CMYK (the K being short for key In this case the key
color is black) Todays digital printing methods do not have the restriction of a singlecolor space that traditional CMYK processes do Many presses can print from files that
were ripped with images using either RGB or CMYK modes The color reproduction
abilities of a particular color space can vary the process of obtaining accurate colorswithin a color model is called color matching
Screening
Inks used in color printing presses are semi-transparent and can be printed on top of each
other to produce different hues For example green results from printing yellow and cyan
inks on top of each other However a printing press cannot vary the amount of ink
applied to particular picture areas except through screening a process that representslighter shades as tiny dots rather than solid areas of ink This is analogous to mixing
white paint into a color to lighten it except the white is the paper itself In process color printing the screened image or halftone for each ink color is printed in succession The
screen grids are set at different angles and the dots therefore create tiny rosettes which
through a kind of optical illusion appear to form a continuous-tone image You can viewthe halftoning which enables printed images by examining a printed picture under
magnification
Traditionally halftone screens were generated by inked lines on two sheets of glass that
were cemented together at right angles Each of the color separation films were then
exposed through these screens The resulting high-contrast image once processed haddots of varying diameter depending on the amount of exposure that area received which
was modulated by the grayscale separation film image
The glass screens were made obsolete by high-contrast films where the halftone dotswere exposed with the separation film This in turn was replaced by a process where the
halftones are electronically generated directly on the film with a laser Most recently
computer to plate (CTP) technology has allowed printers to bypass the film portion of the process entirely CTP images the dots directly on the printing plate with a laser
saving money increasing quality (by reducing the repeated generations) reducing lead-
times and saving the environment from toxic film-processing chemicals
Screens with a frequency of 60 to 120 lines per inch (lpi) reproduce color photographsin newspapers The coarser the screen (lower frequency) the lower the quality of the
printed image Highly absorbent newsprint requires a lower screen frequency than less-
absorbent coated paper stock used in magazines and books where screen frequencies of
133 to 200 lpi and higher are used
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 69
The measure of how much an ink dot spreads and becomes larger on paper is called dot
gain This phenomenon must be accounted for in photographic or digital preparation of
screened images Dot gain is higher on more absorbent uncoated paper stock such asnewsprint
Digital textile printing color management software must answer three key questionsFirst what is the color gamut (range of printable colors) of the system taking into
account the printer inks and fabric used Are the desired colors inside the digital printerrsquoscolor gamut And last but not least how can the system produce all of the colors that are
within the color gamut
It is important to understand which colors are attainable within the limits of specific
printers and ink sets If a printer is incapable of producing a desired color no amount of
color management can make it possible In addition there are some colors that can bedisplayed on an RGB monitor but not printable using a CMYK device and vice verse
(CMYK representing the Cyan Magenta Yellow and Black inks used in process color
printing)
Some of the first digital printing systems introduced to the textile industry using CMYK
process printing were originally developed for the graphics and paper printing industries
These systems were not well received because the color gamut obtainable in CMYK isconsiderably smaller than the gamut of spot color inks used in conventional rotary screen
printing of textiles
Defining and Profiling Color
CIE Lab color space is one of the color standards used by the textile industry The
CIE International Commission on Lighting realized that every color the human eye perceives could be defined using three numbers L indicates luminosity lightness fromwhite to black The a and b are the chromaticity coordinates that indicate color
directions +a is the red direction -a is the green direction +b is the yellow direction
and ndashb is the blue direction The center is achromatic hues of gray As the a and bvalues increase and the point moves out from the center the chroma or purity of the color
increases The pythagorean distance between two color points plotted in the color space
relates to the visual color difference between those two points In this way color
variation between points and a standard may be expressed using numbers
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 79
Color management and RIP(Raster Image Processors) software manage color by creating
profiles or characterizations specific to the printer ink fabric and any post-processing
such as steaming and washing All of these variables have an impact on color and eachvariation must be profiled to insure accurate color match When a design is printed a
profile is selected based on
the printerinkmediacombination to insure that
the colors in the original
design or target colors matchthe digitally printed output
The process of creating a
profile or characterization of a digital printer begins by
printing out a linearization
file of the inks in the printer
typically from 0-255saturation Data on ink
density limits can begathered at this stage as well
These color targets are
measured by a
spectrophotometer (See thetechexchangecom color
library for more articles specific to the color measurement of textiles) Next a number of
color targets are printed and measured to map the color space of printable colors Fromall of these data points an algorithm is used to calculate the color space and the profile is
complete
Various software packages offer different levels of profiling capabilities from supporting
standard ICC profiles created in third-party profiling software to vendor supplied
profiles to end user capability to create custom profiles using proprietary color systemsThe International Color Consortium (ICC) color profile is a standard profile format that
characterizes the color-reproduction capabilities or color gamut of devices such as
scanners digital cameras monitors and digital printers For a glossary of color science
terminology go to httpwwwuicedu~hilbertGlossaryhtml
The price points of various software packages are often determined by the level of
profiling and color management capabilities For instance a RIP without profilingcapability may be less expensive than one that uses proprietary systems to enable the end
user to generate profiles These options offer color management of digital printing
systems to customers who may not want to delve into profiling themselves
What is a color management system
Diagram of CIE Lab Color Space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 89
A system that transforms data encoded for one device (such as scanner RGB) into that for
another device (such as printer CMYK) in such a way that it reproduces on print the same
colours as those scanned Where exact colour matching is not possible the result should be a pleasing approximation to the original colours In general the term colour
management system is usually reserved for those systems that use the internationally
accepted CIE system of colour measurement as a reference
Software Solutions
Textile specific software is needed to handle textile design images including flat and
continuous tone designs separation files in addition to color management Important
software features for digital printing of textiles include
bull Accept textile industry file formats from CAD design and screen separation programs CST MST PUB GRT SEP SCN XPF etc
bull Accept common graphic file formats TIFF Indexed 8 bit TIFF PSD EPS AI
BMP TGA etcbull Print Layout functions such as step amp repeat design coordinates and colorways
color chips multi-image placement scaling rotating spooling or batching etc
bull Manage expanded ink sets beyond CMYK depending upon printer
bull Ink control functions Manage higher ink densities required for color saturation of fabric
bull Color catalogs color palettes andor Pantone Textile Color System
bull Profiling supplied by vendor or custom profiling capability
bull Color gamut visualization and comparison to see if target color is attainable
bull Screen Print Simulation features if digital output needs to match to production
bull Capability to link color data to the textile millrsquos color kitchen
Digitally printed fabric is often seen as too good to be reproduced by traditional screen printing techniques It is helpful to have screen simulation features to bridge the gap
between digital and screen printed fabrics Several software vendors have incorporated
features useful in simulating and matching to screen printed production fabric such assimulating screen resolution raster simulation or screen mesh size color mixing color
overprinting and color trapping incorporating gradation curves for tonal separations and
even profiling the textile printing millrsquos color space
The color management and RIP software options available to the textile industry reflect a
growing market and growing acceptance of digitally printed fabric for proofing
sampling and short-run production It is no longer enough to be able to print fabricdigitally the industry is requiring color matching and management throughout the
complete design workflow from scanning to calibrated monitors spectrophotometers to
the digital printer Future hardware and software developments for the textile industry
may include combinations of spot and process printing systems and customization of awider range of ink colors that can be selected depending upon the color space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 49
CMYK color model referred to as process color or four color is a subtractive color
model used in color printing also used to describe the printing process itself CMYK
refers to the four inks used in most color printing cyan magenta yellow and black
Some sources suggest that the ldquoKrdquo in CMYK comes from the last letter in black and
was chosen because B already means blue The CMYK model works by partially or entirely masking certain colors on the typically white background (that is absorbing
particular wavelengths of light) Such a model is called subtractive because inksldquosubtractrdquo brightness from white
Cyan magenta
yellow and key
(black)
Layers of simulated
glass show how semi-
transparent layers of color combine on
paper into spectrum of
CMY colors
Two graphic techniques are required to prepare images for four-color printing andscreening or half toning These steps make possible the creation of printing plates
that can transfer color impressions to paper on printing presses based on the principles of lithography
Color separation process
The process of color separation starts by separating the original artwork into red green
and blue components (for example by a digital scanner) The next step is to invert each of these separations When a negative image of the red component is produced the resulting
image represents the cyan component of the image Likewise negatives are produced of
the green and blue components to produce magenta and yellow separations respectivelyThis is done because cyan magenta and yellow are subtractive primaries which each
represent two of the three additive primaries (RGB) after one additive primary has been
subtracted from white light
Cyan magenta and yellow are the three basic colors used for color reproduction Whenthese three colors are variously used in printing the result should be a reasonable
reproduction of the original but in practice this is not the case Due to limitations in the
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 59
inks the darker colors are dirty and muddied To resolve this a black separation is also
created which improves the shadow and contrast of the image Numerous techniques
exist to derive this black separation from the original image these include greycomponent replacement under color removal and under color addition This printing
technique is referred to as CMYK (the K being short for key In this case the key
color is black) Todays digital printing methods do not have the restriction of a singlecolor space that traditional CMYK processes do Many presses can print from files that
were ripped with images using either RGB or CMYK modes The color reproduction
abilities of a particular color space can vary the process of obtaining accurate colorswithin a color model is called color matching
Screening
Inks used in color printing presses are semi-transparent and can be printed on top of each
other to produce different hues For example green results from printing yellow and cyan
inks on top of each other However a printing press cannot vary the amount of ink
applied to particular picture areas except through screening a process that representslighter shades as tiny dots rather than solid areas of ink This is analogous to mixing
white paint into a color to lighten it except the white is the paper itself In process color printing the screened image or halftone for each ink color is printed in succession The
screen grids are set at different angles and the dots therefore create tiny rosettes which
through a kind of optical illusion appear to form a continuous-tone image You can viewthe halftoning which enables printed images by examining a printed picture under
magnification
Traditionally halftone screens were generated by inked lines on two sheets of glass that
were cemented together at right angles Each of the color separation films were then
exposed through these screens The resulting high-contrast image once processed haddots of varying diameter depending on the amount of exposure that area received which
was modulated by the grayscale separation film image
The glass screens were made obsolete by high-contrast films where the halftone dotswere exposed with the separation film This in turn was replaced by a process where the
halftones are electronically generated directly on the film with a laser Most recently
computer to plate (CTP) technology has allowed printers to bypass the film portion of the process entirely CTP images the dots directly on the printing plate with a laser
saving money increasing quality (by reducing the repeated generations) reducing lead-
times and saving the environment from toxic film-processing chemicals
Screens with a frequency of 60 to 120 lines per inch (lpi) reproduce color photographsin newspapers The coarser the screen (lower frequency) the lower the quality of the
printed image Highly absorbent newsprint requires a lower screen frequency than less-
absorbent coated paper stock used in magazines and books where screen frequencies of
133 to 200 lpi and higher are used
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 69
The measure of how much an ink dot spreads and becomes larger on paper is called dot
gain This phenomenon must be accounted for in photographic or digital preparation of
screened images Dot gain is higher on more absorbent uncoated paper stock such asnewsprint
Digital textile printing color management software must answer three key questionsFirst what is the color gamut (range of printable colors) of the system taking into
account the printer inks and fabric used Are the desired colors inside the digital printerrsquoscolor gamut And last but not least how can the system produce all of the colors that are
within the color gamut
It is important to understand which colors are attainable within the limits of specific
printers and ink sets If a printer is incapable of producing a desired color no amount of
color management can make it possible In addition there are some colors that can bedisplayed on an RGB monitor but not printable using a CMYK device and vice verse
(CMYK representing the Cyan Magenta Yellow and Black inks used in process color
printing)
Some of the first digital printing systems introduced to the textile industry using CMYK
process printing were originally developed for the graphics and paper printing industries
These systems were not well received because the color gamut obtainable in CMYK isconsiderably smaller than the gamut of spot color inks used in conventional rotary screen
printing of textiles
Defining and Profiling Color
CIE Lab color space is one of the color standards used by the textile industry The
CIE International Commission on Lighting realized that every color the human eye perceives could be defined using three numbers L indicates luminosity lightness fromwhite to black The a and b are the chromaticity coordinates that indicate color
directions +a is the red direction -a is the green direction +b is the yellow direction
and ndashb is the blue direction The center is achromatic hues of gray As the a and bvalues increase and the point moves out from the center the chroma or purity of the color
increases The pythagorean distance between two color points plotted in the color space
relates to the visual color difference between those two points In this way color
variation between points and a standard may be expressed using numbers
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 79
Color management and RIP(Raster Image Processors) software manage color by creating
profiles or characterizations specific to the printer ink fabric and any post-processing
such as steaming and washing All of these variables have an impact on color and eachvariation must be profiled to insure accurate color match When a design is printed a
profile is selected based on
the printerinkmediacombination to insure that
the colors in the original
design or target colors matchthe digitally printed output
The process of creating a
profile or characterization of a digital printer begins by
printing out a linearization
file of the inks in the printer
typically from 0-255saturation Data on ink
density limits can begathered at this stage as well
These color targets are
measured by a
spectrophotometer (See thetechexchangecom color
library for more articles specific to the color measurement of textiles) Next a number of
color targets are printed and measured to map the color space of printable colors Fromall of these data points an algorithm is used to calculate the color space and the profile is
complete
Various software packages offer different levels of profiling capabilities from supporting
standard ICC profiles created in third-party profiling software to vendor supplied
profiles to end user capability to create custom profiles using proprietary color systemsThe International Color Consortium (ICC) color profile is a standard profile format that
characterizes the color-reproduction capabilities or color gamut of devices such as
scanners digital cameras monitors and digital printers For a glossary of color science
terminology go to httpwwwuicedu~hilbertGlossaryhtml
The price points of various software packages are often determined by the level of
profiling and color management capabilities For instance a RIP without profilingcapability may be less expensive than one that uses proprietary systems to enable the end
user to generate profiles These options offer color management of digital printing
systems to customers who may not want to delve into profiling themselves
What is a color management system
Diagram of CIE Lab Color Space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 89
A system that transforms data encoded for one device (such as scanner RGB) into that for
another device (such as printer CMYK) in such a way that it reproduces on print the same
colours as those scanned Where exact colour matching is not possible the result should be a pleasing approximation to the original colours In general the term colour
management system is usually reserved for those systems that use the internationally
accepted CIE system of colour measurement as a reference
Software Solutions
Textile specific software is needed to handle textile design images including flat and
continuous tone designs separation files in addition to color management Important
software features for digital printing of textiles include
bull Accept textile industry file formats from CAD design and screen separation programs CST MST PUB GRT SEP SCN XPF etc
bull Accept common graphic file formats TIFF Indexed 8 bit TIFF PSD EPS AI
BMP TGA etcbull Print Layout functions such as step amp repeat design coordinates and colorways
color chips multi-image placement scaling rotating spooling or batching etc
bull Manage expanded ink sets beyond CMYK depending upon printer
bull Ink control functions Manage higher ink densities required for color saturation of fabric
bull Color catalogs color palettes andor Pantone Textile Color System
bull Profiling supplied by vendor or custom profiling capability
bull Color gamut visualization and comparison to see if target color is attainable
bull Screen Print Simulation features if digital output needs to match to production
bull Capability to link color data to the textile millrsquos color kitchen
Digitally printed fabric is often seen as too good to be reproduced by traditional screen printing techniques It is helpful to have screen simulation features to bridge the gap
between digital and screen printed fabrics Several software vendors have incorporated
features useful in simulating and matching to screen printed production fabric such assimulating screen resolution raster simulation or screen mesh size color mixing color
overprinting and color trapping incorporating gradation curves for tonal separations and
even profiling the textile printing millrsquos color space
The color management and RIP software options available to the textile industry reflect a
growing market and growing acceptance of digitally printed fabric for proofing
sampling and short-run production It is no longer enough to be able to print fabricdigitally the industry is requiring color matching and management throughout the
complete design workflow from scanning to calibrated monitors spectrophotometers to
the digital printer Future hardware and software developments for the textile industry
may include combinations of spot and process printing systems and customization of awider range of ink colors that can be selected depending upon the color space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 59
inks the darker colors are dirty and muddied To resolve this a black separation is also
created which improves the shadow and contrast of the image Numerous techniques
exist to derive this black separation from the original image these include greycomponent replacement under color removal and under color addition This printing
technique is referred to as CMYK (the K being short for key In this case the key
color is black) Todays digital printing methods do not have the restriction of a singlecolor space that traditional CMYK processes do Many presses can print from files that
were ripped with images using either RGB or CMYK modes The color reproduction
abilities of a particular color space can vary the process of obtaining accurate colorswithin a color model is called color matching
Screening
Inks used in color printing presses are semi-transparent and can be printed on top of each
other to produce different hues For example green results from printing yellow and cyan
inks on top of each other However a printing press cannot vary the amount of ink
applied to particular picture areas except through screening a process that representslighter shades as tiny dots rather than solid areas of ink This is analogous to mixing
white paint into a color to lighten it except the white is the paper itself In process color printing the screened image or halftone for each ink color is printed in succession The
screen grids are set at different angles and the dots therefore create tiny rosettes which
through a kind of optical illusion appear to form a continuous-tone image You can viewthe halftoning which enables printed images by examining a printed picture under
magnification
Traditionally halftone screens were generated by inked lines on two sheets of glass that
were cemented together at right angles Each of the color separation films were then
exposed through these screens The resulting high-contrast image once processed haddots of varying diameter depending on the amount of exposure that area received which
was modulated by the grayscale separation film image
The glass screens were made obsolete by high-contrast films where the halftone dotswere exposed with the separation film This in turn was replaced by a process where the
halftones are electronically generated directly on the film with a laser Most recently
computer to plate (CTP) technology has allowed printers to bypass the film portion of the process entirely CTP images the dots directly on the printing plate with a laser
saving money increasing quality (by reducing the repeated generations) reducing lead-
times and saving the environment from toxic film-processing chemicals
Screens with a frequency of 60 to 120 lines per inch (lpi) reproduce color photographsin newspapers The coarser the screen (lower frequency) the lower the quality of the
printed image Highly absorbent newsprint requires a lower screen frequency than less-
absorbent coated paper stock used in magazines and books where screen frequencies of
133 to 200 lpi and higher are used
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 69
The measure of how much an ink dot spreads and becomes larger on paper is called dot
gain This phenomenon must be accounted for in photographic or digital preparation of
screened images Dot gain is higher on more absorbent uncoated paper stock such asnewsprint
Digital textile printing color management software must answer three key questionsFirst what is the color gamut (range of printable colors) of the system taking into
account the printer inks and fabric used Are the desired colors inside the digital printerrsquoscolor gamut And last but not least how can the system produce all of the colors that are
within the color gamut
It is important to understand which colors are attainable within the limits of specific
printers and ink sets If a printer is incapable of producing a desired color no amount of
color management can make it possible In addition there are some colors that can bedisplayed on an RGB monitor but not printable using a CMYK device and vice verse
(CMYK representing the Cyan Magenta Yellow and Black inks used in process color
printing)
Some of the first digital printing systems introduced to the textile industry using CMYK
process printing were originally developed for the graphics and paper printing industries
These systems were not well received because the color gamut obtainable in CMYK isconsiderably smaller than the gamut of spot color inks used in conventional rotary screen
printing of textiles
Defining and Profiling Color
CIE Lab color space is one of the color standards used by the textile industry The
CIE International Commission on Lighting realized that every color the human eye perceives could be defined using three numbers L indicates luminosity lightness fromwhite to black The a and b are the chromaticity coordinates that indicate color
directions +a is the red direction -a is the green direction +b is the yellow direction
and ndashb is the blue direction The center is achromatic hues of gray As the a and bvalues increase and the point moves out from the center the chroma or purity of the color
increases The pythagorean distance between two color points plotted in the color space
relates to the visual color difference between those two points In this way color
variation between points and a standard may be expressed using numbers
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 79
Color management and RIP(Raster Image Processors) software manage color by creating
profiles or characterizations specific to the printer ink fabric and any post-processing
such as steaming and washing All of these variables have an impact on color and eachvariation must be profiled to insure accurate color match When a design is printed a
profile is selected based on
the printerinkmediacombination to insure that
the colors in the original
design or target colors matchthe digitally printed output
The process of creating a
profile or characterization of a digital printer begins by
printing out a linearization
file of the inks in the printer
typically from 0-255saturation Data on ink
density limits can begathered at this stage as well
These color targets are
measured by a
spectrophotometer (See thetechexchangecom color
library for more articles specific to the color measurement of textiles) Next a number of
color targets are printed and measured to map the color space of printable colors Fromall of these data points an algorithm is used to calculate the color space and the profile is
complete
Various software packages offer different levels of profiling capabilities from supporting
standard ICC profiles created in third-party profiling software to vendor supplied
profiles to end user capability to create custom profiles using proprietary color systemsThe International Color Consortium (ICC) color profile is a standard profile format that
characterizes the color-reproduction capabilities or color gamut of devices such as
scanners digital cameras monitors and digital printers For a glossary of color science
terminology go to httpwwwuicedu~hilbertGlossaryhtml
The price points of various software packages are often determined by the level of
profiling and color management capabilities For instance a RIP without profilingcapability may be less expensive than one that uses proprietary systems to enable the end
user to generate profiles These options offer color management of digital printing
systems to customers who may not want to delve into profiling themselves
What is a color management system
Diagram of CIE Lab Color Space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 89
A system that transforms data encoded for one device (such as scanner RGB) into that for
another device (such as printer CMYK) in such a way that it reproduces on print the same
colours as those scanned Where exact colour matching is not possible the result should be a pleasing approximation to the original colours In general the term colour
management system is usually reserved for those systems that use the internationally
accepted CIE system of colour measurement as a reference
Software Solutions
Textile specific software is needed to handle textile design images including flat and
continuous tone designs separation files in addition to color management Important
software features for digital printing of textiles include
bull Accept textile industry file formats from CAD design and screen separation programs CST MST PUB GRT SEP SCN XPF etc
bull Accept common graphic file formats TIFF Indexed 8 bit TIFF PSD EPS AI
BMP TGA etcbull Print Layout functions such as step amp repeat design coordinates and colorways
color chips multi-image placement scaling rotating spooling or batching etc
bull Manage expanded ink sets beyond CMYK depending upon printer
bull Ink control functions Manage higher ink densities required for color saturation of fabric
bull Color catalogs color palettes andor Pantone Textile Color System
bull Profiling supplied by vendor or custom profiling capability
bull Color gamut visualization and comparison to see if target color is attainable
bull Screen Print Simulation features if digital output needs to match to production
bull Capability to link color data to the textile millrsquos color kitchen
Digitally printed fabric is often seen as too good to be reproduced by traditional screen printing techniques It is helpful to have screen simulation features to bridge the gap
between digital and screen printed fabrics Several software vendors have incorporated
features useful in simulating and matching to screen printed production fabric such assimulating screen resolution raster simulation or screen mesh size color mixing color
overprinting and color trapping incorporating gradation curves for tonal separations and
even profiling the textile printing millrsquos color space
The color management and RIP software options available to the textile industry reflect a
growing market and growing acceptance of digitally printed fabric for proofing
sampling and short-run production It is no longer enough to be able to print fabricdigitally the industry is requiring color matching and management throughout the
complete design workflow from scanning to calibrated monitors spectrophotometers to
the digital printer Future hardware and software developments for the textile industry
may include combinations of spot and process printing systems and customization of awider range of ink colors that can be selected depending upon the color space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 69
The measure of how much an ink dot spreads and becomes larger on paper is called dot
gain This phenomenon must be accounted for in photographic or digital preparation of
screened images Dot gain is higher on more absorbent uncoated paper stock such asnewsprint
Digital textile printing color management software must answer three key questionsFirst what is the color gamut (range of printable colors) of the system taking into
account the printer inks and fabric used Are the desired colors inside the digital printerrsquoscolor gamut And last but not least how can the system produce all of the colors that are
within the color gamut
It is important to understand which colors are attainable within the limits of specific
printers and ink sets If a printer is incapable of producing a desired color no amount of
color management can make it possible In addition there are some colors that can bedisplayed on an RGB monitor but not printable using a CMYK device and vice verse
(CMYK representing the Cyan Magenta Yellow and Black inks used in process color
printing)
Some of the first digital printing systems introduced to the textile industry using CMYK
process printing were originally developed for the graphics and paper printing industries
These systems were not well received because the color gamut obtainable in CMYK isconsiderably smaller than the gamut of spot color inks used in conventional rotary screen
printing of textiles
Defining and Profiling Color
CIE Lab color space is one of the color standards used by the textile industry The
CIE International Commission on Lighting realized that every color the human eye perceives could be defined using three numbers L indicates luminosity lightness fromwhite to black The a and b are the chromaticity coordinates that indicate color
directions +a is the red direction -a is the green direction +b is the yellow direction
and ndashb is the blue direction The center is achromatic hues of gray As the a and bvalues increase and the point moves out from the center the chroma or purity of the color
increases The pythagorean distance between two color points plotted in the color space
relates to the visual color difference between those two points In this way color
variation between points and a standard may be expressed using numbers
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 79
Color management and RIP(Raster Image Processors) software manage color by creating
profiles or characterizations specific to the printer ink fabric and any post-processing
such as steaming and washing All of these variables have an impact on color and eachvariation must be profiled to insure accurate color match When a design is printed a
profile is selected based on
the printerinkmediacombination to insure that
the colors in the original
design or target colors matchthe digitally printed output
The process of creating a
profile or characterization of a digital printer begins by
printing out a linearization
file of the inks in the printer
typically from 0-255saturation Data on ink
density limits can begathered at this stage as well
These color targets are
measured by a
spectrophotometer (See thetechexchangecom color
library for more articles specific to the color measurement of textiles) Next a number of
color targets are printed and measured to map the color space of printable colors Fromall of these data points an algorithm is used to calculate the color space and the profile is
complete
Various software packages offer different levels of profiling capabilities from supporting
standard ICC profiles created in third-party profiling software to vendor supplied
profiles to end user capability to create custom profiles using proprietary color systemsThe International Color Consortium (ICC) color profile is a standard profile format that
characterizes the color-reproduction capabilities or color gamut of devices such as
scanners digital cameras monitors and digital printers For a glossary of color science
terminology go to httpwwwuicedu~hilbertGlossaryhtml
The price points of various software packages are often determined by the level of
profiling and color management capabilities For instance a RIP without profilingcapability may be less expensive than one that uses proprietary systems to enable the end
user to generate profiles These options offer color management of digital printing
systems to customers who may not want to delve into profiling themselves
What is a color management system
Diagram of CIE Lab Color Space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 89
A system that transforms data encoded for one device (such as scanner RGB) into that for
another device (such as printer CMYK) in such a way that it reproduces on print the same
colours as those scanned Where exact colour matching is not possible the result should be a pleasing approximation to the original colours In general the term colour
management system is usually reserved for those systems that use the internationally
accepted CIE system of colour measurement as a reference
Software Solutions
Textile specific software is needed to handle textile design images including flat and
continuous tone designs separation files in addition to color management Important
software features for digital printing of textiles include
bull Accept textile industry file formats from CAD design and screen separation programs CST MST PUB GRT SEP SCN XPF etc
bull Accept common graphic file formats TIFF Indexed 8 bit TIFF PSD EPS AI
BMP TGA etcbull Print Layout functions such as step amp repeat design coordinates and colorways
color chips multi-image placement scaling rotating spooling or batching etc
bull Manage expanded ink sets beyond CMYK depending upon printer
bull Ink control functions Manage higher ink densities required for color saturation of fabric
bull Color catalogs color palettes andor Pantone Textile Color System
bull Profiling supplied by vendor or custom profiling capability
bull Color gamut visualization and comparison to see if target color is attainable
bull Screen Print Simulation features if digital output needs to match to production
bull Capability to link color data to the textile millrsquos color kitchen
Digitally printed fabric is often seen as too good to be reproduced by traditional screen printing techniques It is helpful to have screen simulation features to bridge the gap
between digital and screen printed fabrics Several software vendors have incorporated
features useful in simulating and matching to screen printed production fabric such assimulating screen resolution raster simulation or screen mesh size color mixing color
overprinting and color trapping incorporating gradation curves for tonal separations and
even profiling the textile printing millrsquos color space
The color management and RIP software options available to the textile industry reflect a
growing market and growing acceptance of digitally printed fabric for proofing
sampling and short-run production It is no longer enough to be able to print fabricdigitally the industry is requiring color matching and management throughout the
complete design workflow from scanning to calibrated monitors spectrophotometers to
the digital printer Future hardware and software developments for the textile industry
may include combinations of spot and process printing systems and customization of awider range of ink colors that can be selected depending upon the color space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 79
Color management and RIP(Raster Image Processors) software manage color by creating
profiles or characterizations specific to the printer ink fabric and any post-processing
such as steaming and washing All of these variables have an impact on color and eachvariation must be profiled to insure accurate color match When a design is printed a
profile is selected based on
the printerinkmediacombination to insure that
the colors in the original
design or target colors matchthe digitally printed output
The process of creating a
profile or characterization of a digital printer begins by
printing out a linearization
file of the inks in the printer
typically from 0-255saturation Data on ink
density limits can begathered at this stage as well
These color targets are
measured by a
spectrophotometer (See thetechexchangecom color
library for more articles specific to the color measurement of textiles) Next a number of
color targets are printed and measured to map the color space of printable colors Fromall of these data points an algorithm is used to calculate the color space and the profile is
complete
Various software packages offer different levels of profiling capabilities from supporting
standard ICC profiles created in third-party profiling software to vendor supplied
profiles to end user capability to create custom profiles using proprietary color systemsThe International Color Consortium (ICC) color profile is a standard profile format that
characterizes the color-reproduction capabilities or color gamut of devices such as
scanners digital cameras monitors and digital printers For a glossary of color science
terminology go to httpwwwuicedu~hilbertGlossaryhtml
The price points of various software packages are often determined by the level of
profiling and color management capabilities For instance a RIP without profilingcapability may be less expensive than one that uses proprietary systems to enable the end
user to generate profiles These options offer color management of digital printing
systems to customers who may not want to delve into profiling themselves
What is a color management system
Diagram of CIE Lab Color Space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 89
A system that transforms data encoded for one device (such as scanner RGB) into that for
another device (such as printer CMYK) in such a way that it reproduces on print the same
colours as those scanned Where exact colour matching is not possible the result should be a pleasing approximation to the original colours In general the term colour
management system is usually reserved for those systems that use the internationally
accepted CIE system of colour measurement as a reference
Software Solutions
Textile specific software is needed to handle textile design images including flat and
continuous tone designs separation files in addition to color management Important
software features for digital printing of textiles include
bull Accept textile industry file formats from CAD design and screen separation programs CST MST PUB GRT SEP SCN XPF etc
bull Accept common graphic file formats TIFF Indexed 8 bit TIFF PSD EPS AI
BMP TGA etcbull Print Layout functions such as step amp repeat design coordinates and colorways
color chips multi-image placement scaling rotating spooling or batching etc
bull Manage expanded ink sets beyond CMYK depending upon printer
bull Ink control functions Manage higher ink densities required for color saturation of fabric
bull Color catalogs color palettes andor Pantone Textile Color System
bull Profiling supplied by vendor or custom profiling capability
bull Color gamut visualization and comparison to see if target color is attainable
bull Screen Print Simulation features if digital output needs to match to production
bull Capability to link color data to the textile millrsquos color kitchen
Digitally printed fabric is often seen as too good to be reproduced by traditional screen printing techniques It is helpful to have screen simulation features to bridge the gap
between digital and screen printed fabrics Several software vendors have incorporated
features useful in simulating and matching to screen printed production fabric such assimulating screen resolution raster simulation or screen mesh size color mixing color
overprinting and color trapping incorporating gradation curves for tonal separations and
even profiling the textile printing millrsquos color space
The color management and RIP software options available to the textile industry reflect a
growing market and growing acceptance of digitally printed fabric for proofing
sampling and short-run production It is no longer enough to be able to print fabricdigitally the industry is requiring color matching and management throughout the
complete design workflow from scanning to calibrated monitors spectrophotometers to
the digital printer Future hardware and software developments for the textile industry
may include combinations of spot and process printing systems and customization of awider range of ink colors that can be selected depending upon the color space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 89
A system that transforms data encoded for one device (such as scanner RGB) into that for
another device (such as printer CMYK) in such a way that it reproduces on print the same
colours as those scanned Where exact colour matching is not possible the result should be a pleasing approximation to the original colours In general the term colour
management system is usually reserved for those systems that use the internationally
accepted CIE system of colour measurement as a reference
Software Solutions
Textile specific software is needed to handle textile design images including flat and
continuous tone designs separation files in addition to color management Important
software features for digital printing of textiles include
bull Accept textile industry file formats from CAD design and screen separation programs CST MST PUB GRT SEP SCN XPF etc
bull Accept common graphic file formats TIFF Indexed 8 bit TIFF PSD EPS AI
BMP TGA etcbull Print Layout functions such as step amp repeat design coordinates and colorways
color chips multi-image placement scaling rotating spooling or batching etc
bull Manage expanded ink sets beyond CMYK depending upon printer
bull Ink control functions Manage higher ink densities required for color saturation of fabric
bull Color catalogs color palettes andor Pantone Textile Color System
bull Profiling supplied by vendor or custom profiling capability
bull Color gamut visualization and comparison to see if target color is attainable
bull Screen Print Simulation features if digital output needs to match to production
bull Capability to link color data to the textile millrsquos color kitchen
Digitally printed fabric is often seen as too good to be reproduced by traditional screen printing techniques It is helpful to have screen simulation features to bridge the gap
between digital and screen printed fabrics Several software vendors have incorporated
features useful in simulating and matching to screen printed production fabric such assimulating screen resolution raster simulation or screen mesh size color mixing color
overprinting and color trapping incorporating gradation curves for tonal separations and
even profiling the textile printing millrsquos color space
The color management and RIP software options available to the textile industry reflect a
growing market and growing acceptance of digitally printed fabric for proofing
sampling and short-run production It is no longer enough to be able to print fabricdigitally the industry is requiring color matching and management throughout the
complete design workflow from scanning to calibrated monitors spectrophotometers to
the digital printer Future hardware and software developments for the textile industry
may include combinations of spot and process printing systems and customization of awider range of ink colors that can be selected depending upon the color space
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]
832019 color work for printing
httpslidepdfcomreaderfullcolor-work-for-printing 99
requirements of the design to be printed With all of these future developments the color
management and RIP software will be the engine that drives these systems
Conversion
Since RGB and CMYK spaces are both device-dependent spaces there is no simple or general conversion formula that converts between them Conversions are generally done
through color management systems using color profiles that describe the spaces being
converted Nevertheless the conversions cannot be exact since these spaces have verydifferent gamuts
The problem of computing a colorimetric estimate of the color that results from printing
various combinations of ink has been addressed by many scientists[9] A general method
that has emerged for the case of halftone printing is to treat each tiny overlap of color dots as one of 8 (combinations of CMY) or of 16 (combinations of CMYK) colors which
in this context are known as Neugebauer primaries The resultant color would be an area-
weighted colorimetric combination of these primary colors except that the YulendashNielseneffect (dot gain) of scattered light between and within the areas complicates the physics
and the analysis empirical formulas for such analysis have been developed in terms of
detailed dye combination absorption spectra and empirical parameters[9]