SlideShare une entreprise Scribd logo
1  sur  42
Télécharger pour lire hors ligne
RGB inks in a CMYK world

  Dr. Ján Morovič
  Hewlett–Packard Company
  Fogra Colour Management Symposium
  26th February 2010, München




                     2010 © Hewlett–Packard Company
Overview
Background
CMY and CMYK printing
Potential benefits of multi–primary printing
Challenges of using multiple primaries
Conclusions




                   2010 © Hewlett–Packard Company
What is
multi–primary printing?



         2010 © Hewlett–Packard Company
Terminology
 primary – a colorant (ink, toner, dye, wax, ...)
   chromatic primary – primary with significant
   colorfulness as opposed to a neutral, achromatic
   primary
   secondary – the result of using two primaries
   simultaneously
     e.g. cyan and yellow, giving a green result
 multi-primary – using more than three/four
 primaries (cyan, magenta, yellow + black)



                       2010 © Hewlett–Packard Company
Background



        2010 © Hewlett–Packard Company
Digital printing on the up
 move from B&W to CMYK+
   2007: CMYK+ 45%; multi-primary 10%
   2015: CMYK+ 75%; multi-primary 15%
 growth of WW digital print market
   2005: €32 billion
   2015: €125 billion
 strong benefits for customers (differentiation,
 flexibility) and print service providers (value added,
 cost)
 market share highly desirable
                       2010 © Hewlett–Packard Company
HP portfolio
HP Professional Displays               HP Photosmart Pro Printers                   HP LF Design Printers                       HP LF Commercial Printers




      HP DreamColor LP2480zx                HP Photosmart Pro B9180 Printer                     HP Designjet Z3200                        HP Designjet L65500 Printer series
        Professional Display                                                                    Photo Printer series



HP LF Industrial Printers                                           HP Light Production MFP                            HP Indigo Digital Presses




             HP Scitex TJ8300/TJ8500 Printer series                           HP CM 8000 Series Color MFP                            HP Indigo 7000 Digital Press




                     HP Web Press                                   HP SmartStream Workflows




                                                               2010 © Hewlett–Packard Company
CMY printing



         2010 © Hewlett–Packard Company
The simplicity of CMY
 ideal CMY primaries – each controls one of eyeʼs
 color receptor (cone) types
 e.g., changing amount of cyan (C):
   changes amount of light absorbed in low–frequency part
   of visible electromagnetic spectrum
   L cone is sensitive to it – response controlled by C
 each color can be matched using exactly one CMY
 combination




                    2010 © Hewlett–Packard Company
2010 © Hewlett–Packard Company
Color inputs to ink amounts




           2010 © Hewlett–Packard Company
CMY limitations
 unwanted stimulations
   cone sensitivities overlap
     trichromatic methods cannot match all color experiences
     e.g., C affects not only L cones but also M and S ones
 printing black text or line art using CMY
   can result in artifacts from miss–registration
 unwanted absorptions
   actual inks are not like ideal ʻblock dyesʼ – further gamut drop
 poor color constancy
   prints change appearance with illumination

                       2010 © Hewlett–Packard Company
CMY limitations




           2010 © Hewlett–Packard Company
CMYK printing



         2010 © Hewlett–Packard Company
What can adding blacK do?
 increase lightness range
 printing black line art and text using single ink
 lower cost
   amounts of more expensive CMY inks replaced by
   smaller amount of cheaper K ink
 improve color constancy
   using more K (spectrally flat) gives prints that
   change less with changes in lighting


                    2010 © Hewlett–Packard Company
What can adding blacK do?
 increase lightness range
 printing black line art and text using single ink
 lower cost
   amounts of more expensive CMY inks replaced by
   smaller amount of cheaper K ink
 improve color constancy
   using more K (spectrally flat) gives prints that
   change less with changes in lighting


                    2010 © Hewlett–Packard Company
What can adding blacK do?
 increase lightness range
 printing black line art and text using single ink
 lower cost




                                                                metameric
   amounts of more expensive CMY inks replaced by
            color inconstant



   smaller amount of cheaper K ink
 improve color constancy
   using more K (spectrally flat) gives prints that
   change less with changes in lighting


                               2010 © Hewlett–Packard Company
Color inputs to ink amounts




           2010 © Hewlett–Packard Company
Cost of adding K
 redundancy
   same color can be achieved using multiple, alternative primary
   combinations – e.g. K=10 and C=M=Y=10 may be equivalent
 trade-offs
   K=10 is cheaper and more color constant; C=M=Y=10 is less
   grainy
 consequences
   identify which print attributes matter – use primaries
   appropriately
   balance likely to depend on application – in photography grain
   is more objectionable than in technical illustrations

                       2010 © Hewlett–Packard Company
Multi–primary benefits



         2010 © Hewlett–Packard Company
More gamut
most obvious benefit
adding carefully chosen new inks to CMY allows for
reduction of unwanted absorptions
  therefore spectra that allow for greater cone response
  ratios
  therefore greater resulting colorfulness
e.g., adding red, green and blue inks to CMY can
increase color gamut on a given paper by a quarter




                     2010 © Hewlett–Packard Company
2010 © Hewlett–Packard Company
Prolonged lightfastness
 colorfulness and longevity are natural enemies
 some materials tend to have greater gamut at
 expense of longevity
   some dyes versus more lightfast but less colorful
   pigments
 trade-off is most marked at same number of
 primaries though → adding more primaries can
 deliver both attributes
   e.g. gamut of six primary dye printer can be matched by
   ten primary pigment printer, which has far greater
   longevity

                     2010 © Hewlett–Packard Company
Prolonged lightfastness




           2010 © Hewlett–Packard Company
Prolonged lightfastness




           2010 © Hewlett–Packard Company
Other benefits
 Better color constancy: colorants resulting in ʻflatterʼ spectra
 are used
 Less grain: colorants with more similar density / lightness are
 combined
 Spectral reproduction: match under wider range of
 illumination enabled by greater spectral gamut
 Reduced ink volume: primaries close to traditional
 secondaries
   e.g. M=Y=10 can be replaced by R=10 in hypothetical printer –
   halving the ink amount; 15% overall saving typical
 Küppers side–by–side printing: enabling opaque inks, lower
 ink use, greater predictability (e.g., Océ CPS700 printer)

                       2010 © Hewlett–Packard Company
Challenges



         2010 © Hewlett–Packard Company
Color inputs to ink amounts




           2010 © Hewlett–Packard Company
Multi–primary color gamut
 determining color gamut of 12 ink
 printer requires sampling 12
 dimensional space
   coarse, uniform sampling of 10 steps per
   colorant – 1 trillion primary
   combinations
   predicting the color of each of these
   combinations – decades of computation
 gamut is needed when:
   designing and choosing primaries
   color separations are developed for them


                      2010 © Hewlett–Packard Company
Twisting transitions




            2010 © Hewlett–Packard Company
Sneaky secondaries




          2010 © Hewlett–Packard Company
Sneaky secondaries
                                           Y+R=R
                                             M+B
                                           concave




          2010 © Hewlett–Packard Company
Spectral gamut mapping
 when spectral reproduction is the aim, what is done for
 spectra that cannot be matched – spectral gamut
 mapping
 understanding still in infancy
 most popular approach (e.g. Chau & Cowan, 1996):
   represent spectra in 3+n dimensional space (Wyszecki, 1953)
      first three account for colorimetry under chosen light source –
      ʻfundamental basesʼ
      remaining are ʻmetameric blacksʼ - only account for spectral and not
      colorimetric properties
   match original in fundamental bases
   minimize distance in metameric blacks
                         2010 © Hewlett–Packard Company
fundamental bases




original reflectance                                        all metamers




                       single set of        all possible
                      black weights    +   black weights


                         metameric blacks




                                                                          P. Morovič ʼ07




                       2010 © Hewlett–Packard Company
Other challenges
 Amplitude modulated halftoning: moiré
 Colorant capacity: same limit applies for all ink sets
 – only combinations below it are valid
                       $%&%'()*%$!+,!-./.')(%&')-!0*$!-.1&!-')&%')02!!




                                                                                                 !
                                                                                                Chen ’06
                       Figure 3–8. Portion of the target used for detecting inkblots.

                       Table 3-6. Summary of digital signal and effective area coverage of all the overprint
                    2010 © Hewlett–Packard Company
RGB and CMYK access
n–primary systems most directly addressed via n
channels
but, there is need for RGB and CMYK interfaces
to multi–primary systems:
  ease of integration
  vast majority of content defined in three dimensions
  (RGB or CMYK with a specific black generation)
challenge: design virtual RGB and CMYK
spaces for addressing multi-primary system
  the two also need to be consistent with each other


                     2010 © Hewlett–Packard Company
Self–calibration and profiling
 complex, multi–primary printing systems benefit from
 embedded spectral reflectance measurement
 self–calibration and profiling result in
   more stable and predictable output
   easier and faster
   integration of printer
   into existing workflows
   greater flexibility of
   using them to print
   onto wider range
   of substrates

                      2010 © Hewlett–Packard Company
Conclusions



         2010 © Hewlett–Packard Company
Futurology
•   Move towards more primaries in
    production (benefits seen in photo & fine
    art + potential for new benefits)
•   Move towards some spectral
    reproduction (but not across the board –
    colorimetric originals need no spectral
    reproduction)
•   Cost likely to be strong driver (but at
    increasing image quality)
•   Commoditization of color gamut (with
    differentiation in others; underlining
    importance of standardization)

                       2010 © Hewlett–Packard Company
Conclusions
1. multi–primary printing has potential to deliver more
   value both to its providers and recipients and is on
   the increase
2. having more than three chromatic inks opens door
   to host of benefits (gamut, constancy, spectral
   reproduction, grain, ink volume, non–overprinting)
3. delivering potential benefits is not low hanging fruit
   but requires tackling currently unsolved problems




                     2010 © Hewlett–Packard Company
Acknowledgments
Michel Encrenaz
Johan Lammens

Albert Serra                             Rafa Gimenez
Jordi Arnabat                            Aleix Oriol
Virginia Palacios                        Ramon Pastor
Marti Maria                              Peter Morovič
Jay Gondek                               Eduard Garcia
Xavi Bruch

                    2010 © Hewlett–Packard Company
Thank you!


      2010 © Hewlett–Packard Company

Contenu connexe

Similaire à RGB inks in a CMYK world

Pbp Equipment List 1222010
Pbp Equipment List 1222010Pbp Equipment List 1222010
Pbp Equipment List 1222010jlburn
 
The new HP Indigo Digital Press portfolio at drupa 2016
The new HP Indigo Digital Press portfolio at drupa 2016The new HP Indigo Digital Press portfolio at drupa 2016
The new HP Indigo Digital Press portfolio at drupa 2016HP
 
CET Color PrintLAT dec 2011
CET Color  PrintLAT dec 2011CET Color  PrintLAT dec 2011
CET Color PrintLAT dec 2011PrintLAT
 
Hp IPEX Keynote, Chris Morgan, May 18 2010
Hp IPEX Keynote, Chris Morgan, May 18 2010Hp IPEX Keynote, Chris Morgan, May 18 2010
Hp IPEX Keynote, Chris Morgan, May 18 2010HP GSB
 
Color Management for Photographers - ELCC May 2020
Color Management for Photographers - ELCC May 2020Color Management for Photographers - ELCC May 2020
Color Management for Photographers - ELCC May 2020Kim Kuhlman
 
T9 tinting systems for industrial maintenance & wood coatings
T9   tinting systems for industrial maintenance & wood coatingsT9   tinting systems for industrial maintenance & wood coatings
T9 tinting systems for industrial maintenance & wood coatingsGn Tewari
 
Presentation Heptacromia
Presentation HeptacromiaPresentation Heptacromia
Presentation Heptacromiaheptacromia
 
Spectral and color prediction for arbitrary halftone patterns: a drop-by-drop...
Spectral and color prediction for arbitrary halftone patterns: a drop-by-drop...Spectral and color prediction for arbitrary halftone patterns: a drop-by-drop...
Spectral and color prediction for arbitrary halftone patterns: a drop-by-drop...Peter Morovic
 
Welcome to ICC/HP Digital Print Day
Welcome to ICC/HP Digital Print DayWelcome to ICC/HP Digital Print Day
Welcome to ICC/HP Digital Print DayJan Morovic
 
Introduction To I P9100 I Pf8100 Customer
Introduction To I P9100 I Pf8100 CustomerIntroduction To I P9100 I Pf8100 Customer
Introduction To I P9100 I Pf8100 CustomerPLotterpro
 
Adobe Skills Portfolio
Adobe Skills PortfolioAdobe Skills Portfolio
Adobe Skills Portfolioblazedchicken
 
4. essential elements for inkjet printing
4. essential elements for  inkjet printing4. essential elements for  inkjet printing
4. essential elements for inkjet printingAdane Nega
 
4. essential elements for inkjet printing
4. essential elements for  inkjet printing4. essential elements for  inkjet printing
4. essential elements for inkjet printingAdane Nega
 
Introducing Color Qube
Introducing Color QubeIntroducing Color Qube
Introducing Color Qubejoannegaudet
 

Similaire à RGB inks in a CMYK world (20)

Pbp Equipment List 1222010
Pbp Equipment List 1222010Pbp Equipment List 1222010
Pbp Equipment List 1222010
 
The new HP Indigo Digital Press portfolio at drupa 2016
The new HP Indigo Digital Press portfolio at drupa 2016The new HP Indigo Digital Press portfolio at drupa 2016
The new HP Indigo Digital Press portfolio at drupa 2016
 
CET Color PrintLAT dec 2011
CET Color  PrintLAT dec 2011CET Color  PrintLAT dec 2011
CET Color PrintLAT dec 2011
 
Pentachrome Article
 Pentachrome Article Pentachrome Article
Pentachrome Article
 
Colours
ColoursColours
Colours
 
Hp IPEX Keynote, Chris Morgan, May 18 2010
Hp IPEX Keynote, Chris Morgan, May 18 2010Hp IPEX Keynote, Chris Morgan, May 18 2010
Hp IPEX Keynote, Chris Morgan, May 18 2010
 
Color Management for Photographers - ELCC May 2020
Color Management for Photographers - ELCC May 2020Color Management for Photographers - ELCC May 2020
Color Management for Photographers - ELCC May 2020
 
T9 tinting systems for industrial maintenance & wood coatings
T9   tinting systems for industrial maintenance & wood coatingsT9   tinting systems for industrial maintenance & wood coatings
T9 tinting systems for industrial maintenance & wood coatings
 
Presentation Heptacromia
Presentation HeptacromiaPresentation Heptacromia
Presentation Heptacromia
 
Spectral and color prediction for arbitrary halftone patterns: a drop-by-drop...
Spectral and color prediction for arbitrary halftone patterns: a drop-by-drop...Spectral and color prediction for arbitrary halftone patterns: a drop-by-drop...
Spectral and color prediction for arbitrary halftone patterns: a drop-by-drop...
 
Bizhub press c8000_brochure
Bizhub press c8000_brochureBizhub press c8000_brochure
Bizhub press c8000_brochure
 
Effectively Managing Print Production
Effectively Managing Print ProductionEffectively Managing Print Production
Effectively Managing Print Production
 
Sld toolkit print_production
Sld toolkit print_productionSld toolkit print_production
Sld toolkit print_production
 
Welcome to ICC/HP Digital Print Day
Welcome to ICC/HP Digital Print DayWelcome to ICC/HP Digital Print Day
Welcome to ICC/HP Digital Print Day
 
Introduction To I P9100 I Pf8100 Customer
Introduction To I P9100 I Pf8100 CustomerIntroduction To I P9100 I Pf8100 Customer
Introduction To I P9100 I Pf8100 Customer
 
Adobe Skills Portfolio
Adobe Skills PortfolioAdobe Skills Portfolio
Adobe Skills Portfolio
 
Quality control in pigment industry
Quality control in pigment industryQuality control in pigment industry
Quality control in pigment industry
 
4. essential elements for inkjet printing
4. essential elements for  inkjet printing4. essential elements for  inkjet printing
4. essential elements for inkjet printing
 
4. essential elements for inkjet printing
4. essential elements for  inkjet printing4. essential elements for  inkjet printing
4. essential elements for inkjet printing
 
Introducing Color Qube
Introducing Color QubeIntroducing Color Qube
Introducing Color Qube
 

Plus de Jan Morovic

Color Color Processing
Color Color ProcessingColor Color Processing
Color Color ProcessingJan Morovic
 
Large-gamut color 
and spectral display 
using sub-wavelength gratings
Large-gamut color 
and spectral display 
using sub-wavelength gratingsLarge-gamut color 
and spectral display 
using sub-wavelength gratings
Large-gamut color 
and spectral display 
using sub-wavelength gratingsJan Morovic
 
The Spectral Printer: From Technical Challenge To Business Case 
The Spectral Printer: From Technical Challenge To Business Case The Spectral Printer: From Technical Challenge To Business Case 
The Spectral Printer: From Technical Challenge To Business Case Jan Morovic
 
Revisiting spectral printing: A data-driven approach
Revisiting spectral printing: A data-driven approachRevisiting spectral printing: A data-driven approach
Revisiting spectral printing: A data-driven approachJan Morovic
 
CIC@20 Printing (invited talk)
CIC@20 Printing (invited talk)CIC@20 Printing (invited talk)
CIC@20 Printing (invited talk)Jan Morovic
 
Color: from craft to computation
Color: from craft to computationColor: from craft to computation
Color: from craft to computationJan Morovic
 
HANS: Enabling CMY Metamers
HANS: Enabling CMY MetamersHANS: Enabling CMY Metamers
HANS: Enabling CMY MetamersJan Morovic
 
CIE Division 8 Vision for 2011-2015
CIE Division 8 Vision for 2011-2015CIE Division 8 Vision for 2011-2015
CIE Division 8 Vision for 2011-2015Jan Morovic
 
HP Color Enhancement
HP Color EnhancementHP Color Enhancement
HP Color EnhancementJan Morovic
 

Plus de Jan Morovic (9)

Color Color Processing
Color Color ProcessingColor Color Processing
Color Color Processing
 
Large-gamut color 
and spectral display 
using sub-wavelength gratings
Large-gamut color 
and spectral display 
using sub-wavelength gratingsLarge-gamut color 
and spectral display 
using sub-wavelength gratings
Large-gamut color 
and spectral display 
using sub-wavelength gratings
 
The Spectral Printer: From Technical Challenge To Business Case 
The Spectral Printer: From Technical Challenge To Business Case The Spectral Printer: From Technical Challenge To Business Case 
The Spectral Printer: From Technical Challenge To Business Case 
 
Revisiting spectral printing: A data-driven approach
Revisiting spectral printing: A data-driven approachRevisiting spectral printing: A data-driven approach
Revisiting spectral printing: A data-driven approach
 
CIC@20 Printing (invited talk)
CIC@20 Printing (invited talk)CIC@20 Printing (invited talk)
CIC@20 Printing (invited talk)
 
Color: from craft to computation
Color: from craft to computationColor: from craft to computation
Color: from craft to computation
 
HANS: Enabling CMY Metamers
HANS: Enabling CMY MetamersHANS: Enabling CMY Metamers
HANS: Enabling CMY Metamers
 
CIE Division 8 Vision for 2011-2015
CIE Division 8 Vision for 2011-2015CIE Division 8 Vision for 2011-2015
CIE Division 8 Vision for 2011-2015
 
HP Color Enhancement
HP Color EnhancementHP Color Enhancement
HP Color Enhancement
 

Dernier

Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 

Dernier (20)

Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 

RGB inks in a CMYK world

  • 1. RGB inks in a CMYK world Dr. Ján Morovič Hewlett–Packard Company Fogra Colour Management Symposium 26th February 2010, München 2010 © Hewlett–Packard Company
  • 2. Overview Background CMY and CMYK printing Potential benefits of multi–primary printing Challenges of using multiple primaries Conclusions 2010 © Hewlett–Packard Company
  • 3. What is multi–primary printing? 2010 © Hewlett–Packard Company
  • 4. Terminology primary – a colorant (ink, toner, dye, wax, ...) chromatic primary – primary with significant colorfulness as opposed to a neutral, achromatic primary secondary – the result of using two primaries simultaneously e.g. cyan and yellow, giving a green result multi-primary – using more than three/four primaries (cyan, magenta, yellow + black) 2010 © Hewlett–Packard Company
  • 5. Background 2010 © Hewlett–Packard Company
  • 6. Digital printing on the up move from B&W to CMYK+ 2007: CMYK+ 45%; multi-primary 10% 2015: CMYK+ 75%; multi-primary 15% growth of WW digital print market 2005: €32 billion 2015: €125 billion strong benefits for customers (differentiation, flexibility) and print service providers (value added, cost) market share highly desirable 2010 © Hewlett–Packard Company
  • 7. HP portfolio HP Professional Displays HP Photosmart Pro Printers HP LF Design Printers HP LF Commercial Printers HP DreamColor LP2480zx HP Photosmart Pro B9180 Printer HP Designjet Z3200 HP Designjet L65500 Printer series Professional Display Photo Printer series HP LF Industrial Printers HP Light Production MFP HP Indigo Digital Presses HP Scitex TJ8300/TJ8500 Printer series HP CM 8000 Series Color MFP HP Indigo 7000 Digital Press HP Web Press HP SmartStream Workflows 2010 © Hewlett–Packard Company
  • 8. CMY printing 2010 © Hewlett–Packard Company
  • 9. The simplicity of CMY ideal CMY primaries – each controls one of eyeʼs color receptor (cone) types e.g., changing amount of cyan (C): changes amount of light absorbed in low–frequency part of visible electromagnetic spectrum L cone is sensitive to it – response controlled by C each color can be matched using exactly one CMY combination 2010 © Hewlett–Packard Company
  • 11. Color inputs to ink amounts 2010 © Hewlett–Packard Company
  • 12. CMY limitations unwanted stimulations cone sensitivities overlap trichromatic methods cannot match all color experiences e.g., C affects not only L cones but also M and S ones printing black text or line art using CMY can result in artifacts from miss–registration unwanted absorptions actual inks are not like ideal ʻblock dyesʼ – further gamut drop poor color constancy prints change appearance with illumination 2010 © Hewlett–Packard Company
  • 13. CMY limitations 2010 © Hewlett–Packard Company
  • 14. CMYK printing 2010 © Hewlett–Packard Company
  • 15. What can adding blacK do? increase lightness range printing black line art and text using single ink lower cost amounts of more expensive CMY inks replaced by smaller amount of cheaper K ink improve color constancy using more K (spectrally flat) gives prints that change less with changes in lighting 2010 © Hewlett–Packard Company
  • 16. What can adding blacK do? increase lightness range printing black line art and text using single ink lower cost amounts of more expensive CMY inks replaced by smaller amount of cheaper K ink improve color constancy using more K (spectrally flat) gives prints that change less with changes in lighting 2010 © Hewlett–Packard Company
  • 17. What can adding blacK do? increase lightness range printing black line art and text using single ink lower cost metameric amounts of more expensive CMY inks replaced by color inconstant smaller amount of cheaper K ink improve color constancy using more K (spectrally flat) gives prints that change less with changes in lighting 2010 © Hewlett–Packard Company
  • 18. Color inputs to ink amounts 2010 © Hewlett–Packard Company
  • 19. Cost of adding K redundancy same color can be achieved using multiple, alternative primary combinations – e.g. K=10 and C=M=Y=10 may be equivalent trade-offs K=10 is cheaper and more color constant; C=M=Y=10 is less grainy consequences identify which print attributes matter – use primaries appropriately balance likely to depend on application – in photography grain is more objectionable than in technical illustrations 2010 © Hewlett–Packard Company
  • 20. Multi–primary benefits 2010 © Hewlett–Packard Company
  • 21. More gamut most obvious benefit adding carefully chosen new inks to CMY allows for reduction of unwanted absorptions therefore spectra that allow for greater cone response ratios therefore greater resulting colorfulness e.g., adding red, green and blue inks to CMY can increase color gamut on a given paper by a quarter 2010 © Hewlett–Packard Company
  • 23. Prolonged lightfastness colorfulness and longevity are natural enemies some materials tend to have greater gamut at expense of longevity some dyes versus more lightfast but less colorful pigments trade-off is most marked at same number of primaries though → adding more primaries can deliver both attributes e.g. gamut of six primary dye printer can be matched by ten primary pigment printer, which has far greater longevity 2010 © Hewlett–Packard Company
  • 24. Prolonged lightfastness 2010 © Hewlett–Packard Company
  • 25. Prolonged lightfastness 2010 © Hewlett–Packard Company
  • 26. Other benefits Better color constancy: colorants resulting in ʻflatterʼ spectra are used Less grain: colorants with more similar density / lightness are combined Spectral reproduction: match under wider range of illumination enabled by greater spectral gamut Reduced ink volume: primaries close to traditional secondaries e.g. M=Y=10 can be replaced by R=10 in hypothetical printer – halving the ink amount; 15% overall saving typical Küppers side–by–side printing: enabling opaque inks, lower ink use, greater predictability (e.g., Océ CPS700 printer) 2010 © Hewlett–Packard Company
  • 27. Challenges 2010 © Hewlett–Packard Company
  • 28. Color inputs to ink amounts 2010 © Hewlett–Packard Company
  • 29. Multi–primary color gamut determining color gamut of 12 ink printer requires sampling 12 dimensional space coarse, uniform sampling of 10 steps per colorant – 1 trillion primary combinations predicting the color of each of these combinations – decades of computation gamut is needed when: designing and choosing primaries color separations are developed for them 2010 © Hewlett–Packard Company
  • 30. Twisting transitions 2010 © Hewlett–Packard Company
  • 31. Sneaky secondaries 2010 © Hewlett–Packard Company
  • 32. Sneaky secondaries Y+R=R M+B concave 2010 © Hewlett–Packard Company
  • 33. Spectral gamut mapping when spectral reproduction is the aim, what is done for spectra that cannot be matched – spectral gamut mapping understanding still in infancy most popular approach (e.g. Chau & Cowan, 1996): represent spectra in 3+n dimensional space (Wyszecki, 1953) first three account for colorimetry under chosen light source – ʻfundamental basesʼ remaining are ʻmetameric blacksʼ - only account for spectral and not colorimetric properties match original in fundamental bases minimize distance in metameric blacks 2010 © Hewlett–Packard Company
  • 34. fundamental bases original reflectance all metamers single set of all possible black weights + black weights metameric blacks P. Morovič ʼ07 2010 © Hewlett–Packard Company
  • 35. Other challenges Amplitude modulated halftoning: moiré Colorant capacity: same limit applies for all ink sets – only combinations below it are valid $%&%'()*%$!+,!-./.')(%&')-!0*$!-.1&!-')&%')02!! ! Chen ’06 Figure 3–8. Portion of the target used for detecting inkblots. Table 3-6. Summary of digital signal and effective area coverage of all the overprint 2010 © Hewlett–Packard Company
  • 36. RGB and CMYK access n–primary systems most directly addressed via n channels but, there is need for RGB and CMYK interfaces to multi–primary systems: ease of integration vast majority of content defined in three dimensions (RGB or CMYK with a specific black generation) challenge: design virtual RGB and CMYK spaces for addressing multi-primary system the two also need to be consistent with each other 2010 © Hewlett–Packard Company
  • 37. Self–calibration and profiling complex, multi–primary printing systems benefit from embedded spectral reflectance measurement self–calibration and profiling result in more stable and predictable output easier and faster integration of printer into existing workflows greater flexibility of using them to print onto wider range of substrates 2010 © Hewlett–Packard Company
  • 38. Conclusions 2010 © Hewlett–Packard Company
  • 39. Futurology • Move towards more primaries in production (benefits seen in photo & fine art + potential for new benefits) • Move towards some spectral reproduction (but not across the board – colorimetric originals need no spectral reproduction) • Cost likely to be strong driver (but at increasing image quality) • Commoditization of color gamut (with differentiation in others; underlining importance of standardization) 2010 © Hewlett–Packard Company
  • 40. Conclusions 1. multi–primary printing has potential to deliver more value both to its providers and recipients and is on the increase 2. having more than three chromatic inks opens door to host of benefits (gamut, constancy, spectral reproduction, grain, ink volume, non–overprinting) 3. delivering potential benefits is not low hanging fruit but requires tackling currently unsolved problems 2010 © Hewlett–Packard Company
  • 41. Acknowledgments Michel Encrenaz Johan Lammens Albert Serra Rafa Gimenez Jordi Arnabat Aleix Oriol Virginia Palacios Ramon Pastor Marti Maria Peter Morovič Jay Gondek Eduard Garcia Xavi Bruch 2010 © Hewlett–Packard Company
  • 42. Thank you! 2010 © Hewlett–Packard Company