Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April...

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Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006

Transcript of Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April...

Page 1: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Color to Grayscale Conversion with Chrominance Contrast

Yuting Ye

Computer Science Department

April 27, 2006

Page 2: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Outline

• Contrast is more important, perceptually

• Tone mapping to enhance contrast

• Address for chrominance change

• Results

Page 3: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Illusions

Page 4: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Tone Mapping

Page 5: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Tone Mapping Operations

|V(x,y,sm)| > ε

)),(,,(1

),(),(

),(1

2

2

yxsyxVL

yxLyxL

yxLm

whited

Page 6: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Adjust for Chrominance

),,(),(),,( 1 syxRyxCsyxVc

)),(,,(1)),(,,(

),(),(

),(),(

1

2

2

yxsyxVcyxsyxV

yxCL

yxLyxL

yxLmm

whited

C =sqrt( (x-1/3)2 +(y-1/3)2 ) )),(,,(1

),(),(

),(1

2

2

yxsyxVL

yxLyxL

yxLm

whited

From last slide:

Page 7: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Results

Page 8: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Results

Page 9: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Results

Page 10: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.
Page 11: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Results

Page 12: Color to Grayscale Conversion with Chrominance Contrast Yuting Ye Computer Science Department April 27, 2006.

Reference• Gooch, A., Olsen, S., Tumblin, J., and Gooch, B. 2005. Color2Gray:

salience-preserving color removal. In Proc. of SIGGRAPH’05

• Goodnight, N., Wang, R., Woolley, C., and Humphreys, G. 2003. Interactive Time-Dependent Tone Mapping Using Programmable Graphics Hardware. In Proc. of the 14th Eurographics Symposium on Rendering, pp 1-13

• [a] Rasche, K., Geist, R., and Westall, J. 2005. Detail preserving reproduction of color images for monochromats and dichromats. In Proc. of IEEE CG&A Special Issue: Smart Depiction for Visual Communication

• [b] Rasche, K., Geist, R., and Westall, J. 2005. Recoloring images for gamuts of lower dimension. In Proc. of Eurographics, 24, 3

• Reinhard, E., Stark, M., Shirley P., and Ferwerda, J. 2002. Photographic tone reproduction for digital images. ACM Trans. Graph. 21(3)