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www.tugraz.at A Memory Effect in sheet fed offset printing 07.09.2015 Institute of Paper, Pulp and Fibre Technology, TU Graz 1 42 nd International IARIGAI Conference, Helsinki, Finland W. Fuchs, M. Dauer, U. Hirn, W. Bauer
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A Memory Effect in sheet fed offset printingjpmtr.org/iarigai_conference/1B2_Fuchs_memory_effect...X A Memory Effect in sheet fed offset printing 07.09.2015 Institute of Paper, Pulp

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Page 1: A Memory Effect in sheet fed offset printingjpmtr.org/iarigai_conference/1B2_Fuchs_memory_effect...X A Memory Effect in sheet fed offset printing 07.09.2015 Institute of Paper, Pulp

www.tugraz.at

A Memory Effect in sheetfed offset printing

07.09.2015

Institute of Paper, Pulp and Fibre Technology, TU Graz

1

42nd International IARIGAI Conference, Helsinki, FinlandW. Fuchs, M. Dauer, U. Hirn, W. Bauer

Page 2: A Memory Effect in sheet fed offset printingjpmtr.org/iarigai_conference/1B2_Fuchs_memory_effect...X A Memory Effect in sheet fed offset printing 07.09.2015 Institute of Paper, Pulp

Print Mottle in Offset Printing

“Non uniformity of perceived print density”

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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uniformly printed image non uniformly printed image

3 common types1):• Backtrap Mottle• Water Interference Mottle• Ink-trap MottleSadovnikov, A., et al. (2008) Proceedings of SPIE- The

International Society for Optical Engineering

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Print Mottle in Offset Printing

Our initial aim:• correlation between local paper properties and

print mottle• study local back trap mottle

but• instead of back trap mottle we found the Memory

Effect

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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Memory Effect

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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sheet nr.: 4 sheet nr.: 2587

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Memory Effect

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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The exact same position of colour fields on two different printed sheets.

similar structures

sheet nr.: 4 sheet nr.: 2587

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Memory Effect

Hypothesis: Local patterns are transferred from rubberblanket to the printed sheets.

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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“Similarity of print mottle patterns overthousands of printed sheets.“

print mottle patterns are stable in timein location

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Print Trial

Printing Machine:Heidelberg SM XL 86 colours (sequence: K C M Y P B)8000 sheets/hour

Paper Samples:Wood Free Coated (WFC) 115 g/m², cw: 24 g/m² per sidetwo samples:

• WFC A• WFC B

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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K: first blackC: cyanM: magentaY: yellowP: pantone blueB: second black

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Print Trial

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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for evaluation:

10 last printed sheets

10 first printed sheets

10 last printed sheets

10 first printed sheets

10 last printed sheets

10 first printed sheets

10 last printed sheets

10 first printed sheets

80 printed sheets

350 sheetsWFC B

350 sheetsWFC A

350 sheetsWFC A

350 sheetsWFC B

2000 sheetsother WFC papers

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07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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40% C

100%C 60%M

80% K

80% B

100% C

Investigated color fields

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Registration (Alignment) of Colour Fields

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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sheet nr.: 4 sheet nr.: 2587

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Registration (Alignment) of Colour Fields

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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Registration was performedwith corner of color field asmarks1).

Size of colour field: 100x70mmScanned at 1200 dpi = 21.17 µm/pix

50x50 mm

1) Hirn, U. et al., (2008). Registration and point wise correlation of local paper properties.Nordic Pulp and Paper Research Journal, 23(4): pp. 374–381.

Resultstack of 80 aligned imagesfor each examined colour field

x1

y1 p1

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Registration and Filtering of Colour Fields

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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First printed (Nr. 1)

Nr. 2

Nr. 3

pass band filterting (FFT) in 1-16 mmwavelength band

relevant region for print mottle

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Similarity of Print Mottle Patterns R²

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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-10-8-6-4-202468

10

-25 -15 -5 5 15 25

image of 1st printed sheet

Sample size: 50x50 mm

image of 2nd printed image

pass band filtered (FFT) images(1-16 mm wavelength band)

R²point wisecorrelation

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Similarity MatrixEach image was point wise correlated to all othersExample: first printed black (80%K)

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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R² between 1st printed and 1st printed

10 20

R² between 1st and 20th

Scale of R² [-]

R²: 20th and 1st R²: 20th and 20th

10 first printed sheets

10 last printed sheets

350 sheetsWFC B

300 sheetsWFC A

250 sheetsWFC A

350 sheetsWFC B

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80% K, pass band 1-16 mmSimilarity Matrix

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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10 first printed sheets

10 last printed sheets

10 first printed sheets

10 last printed sheets

10 first printed sheets

10 last printed sheets

10 first printed sheets

10 last printed sheets

WFC B WFC A WFC A WFC B

350 sheetsWFC B

300 sheetsWFC A

250 sheetsWFC A

350 sheetsWFC B

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80% K, pass band 1-16 mmSimilarity Matrix

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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10 first printed sheets

10 last printed sheets

10 first printed sheets

10 last printed sheets

10 first printed sheets

10 last printed sheets

10 first printed sheets

10 last printed sheets

WFC B WFC A WFC A WFC B

calculation of varianceof each image

350 sheetsWFC B

300 sheetsWFC A

250 sheetsWFC A

350 sheetsWFC B

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80% K, pass band 1-16 mmSimilarity Matrix

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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R² • high similarity betweenimages close to each otherin the stack (R² = 0.40-0.50)

• print defect rises variance(R² > 0.50)

• structure seems to reoccurafter print defect

• reasonable similaritybetween images over morethan 3000 sheets (R² = 0.20-0.30)

WFC B WFC A WFC A WFC B

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100% C & 60 % M, pass band 1-16 mmSimilarity Matrix

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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• high similarity betweenimages close to each otherin the stack

• Memory Effect appearsover different paper grades

pattern could be transferredby rubber blanket

WFC B WFC A WFC A WFC B

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Full Tone Colour Fields (1-16 mm)Similarity Matrix

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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100% K 100% C

R² R²

WFC B WFC A WFC A WFC BWFC B WFC A WFC A WFC B

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Conclusion

• We have developed a method to detect similarity ofprint mottle patterns

Memory Effect patterns:• are systematically transferred• appear on the exact same location in one colour field• reoccur or stabilise after print defects• are traceable over more than 3000 sheets• only observed for screen printing

Memory Effect seems to be generated by printing machine07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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Acknowledgments

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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Shape Preserving Coordinate Transform

07.09.2015Fuchs et al., Institute of Paper, Pulp and Fibre Technology, TU Graz

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x,y target image coordinatesx’,y’ source image coordinatest translation vectorr rotation matrix

rotation angles scale parameter