Abstract

Color-normal observers (CNOs) and color-deficient observers (CDOs) have different preferences and emotions for color images. A color-image quality-enhancement algorithm for a CDO is developed to easily adjust images according to each observer’s preference or image quality factors. The color-perception differences between CDO and CNO are analyzed and modeled in terms of the YCbCr chroma ratio and hue difference; then the color-shift method is designed to control the degree of color difference.

© 2018 Optical Society of Korea

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  1. J. Nam, Y. M. Ro, Y. Huh, and M. Kim, “Visual content adaptation according to user perception characteristics,” IEEE Trans. Multimedia 7(3), 435-445 (2005).
    [Crossref]
  2. M. D. Fairchild, Color appearance models, 3rd edition (Wiley, 2013), 32 p.
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    [Crossref]
  4. G. M. Machado, M. M. Oliveira, and L. A. Fernandes, “A physiologically-based model for simulation of color vision deficiency,” IEEE Trans. Vis. Comput. Graphics 15(6), 1291-1298 (2009).
    [Crossref]
  5. J. B. Huang, Y. C. Tseng, S. I. Wu, and S. J. Wang, “Information preserving color transformation for protanopia and deuteranopia,” IEEE Signal Process. Lett. 14(10), 711-714 (2007).
    [Crossref]
  6. C. R. Huang, K. C. Chiu, and C. S Chen, “Temporal color consistency-based video reproduction for dichromats,” IEEE Trans. Multimedia 13(5), 435-445 (2011).
  7. J. Y. Jeong, H. J. Kim, T. S. Wang, Y. J. Yoon, and S. J. Ko, “An efficient re-coloring method with information preserving for the color-blind,” IEEE Trans. Consum. Electron. 57(4), 1953-1960 (2011).
    [Crossref]
  8. M. M. Oliveira, “Towards more accessible visualizations for color-vision-deficient individuals,” Comput. Sci. Eng. 15(5), 80-87 (2013).
    [Crossref]
  9. R. Mochizuki, T. Nakamura, J. Chao, and R. Lenz, “Colorweak correction by discrimination threshold matching,” in Proc. CGIV’08, pp. 208-213.
  10. Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
    [Crossref]
  11. Y. S. Baek, Y. Kwak, S. Woo, and C. Park, “Preferred memory color difference between the deuteranomalous and normal color vision,” Proc. SPIE 9395, 939517 (2015).
  12. L. C. Ou, M. R. Luo, A. Woodcock, and A. Wright, “A study of colour emotion and colour preference. Part I:Colour emotions for single colours,” Color Res. Appl. 29(3), 232-240. (2004).
    [Crossref]
  13. J. Posner, J. A. Russell, and B. S. Peterson, “The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology,” Dev. Psychopathol. 17(3), 715-734 (2005).

2014 (1)

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

2013 (1)

M. M. Oliveira, “Towards more accessible visualizations for color-vision-deficient individuals,” Comput. Sci. Eng. 15(5), 80-87 (2013).
[Crossref]

2011 (2)

C. R. Huang, K. C. Chiu, and C. S Chen, “Temporal color consistency-based video reproduction for dichromats,” IEEE Trans. Multimedia 13(5), 435-445 (2011).

J. Y. Jeong, H. J. Kim, T. S. Wang, Y. J. Yoon, and S. J. Ko, “An efficient re-coloring method with information preserving for the color-blind,” IEEE Trans. Consum. Electron. 57(4), 1953-1960 (2011).
[Crossref]

2009 (1)

G. M. Machado, M. M. Oliveira, and L. A. Fernandes, “A physiologically-based model for simulation of color vision deficiency,” IEEE Trans. Vis. Comput. Graphics 15(6), 1291-1298 (2009).
[Crossref]

2007 (1)

J. B. Huang, Y. C. Tseng, S. I. Wu, and S. J. Wang, “Information preserving color transformation for protanopia and deuteranopia,” IEEE Signal Process. Lett. 14(10), 711-714 (2007).
[Crossref]

2005 (2)

J. Nam, Y. M. Ro, Y. Huh, and M. Kim, “Visual content adaptation according to user perception characteristics,” IEEE Trans. Multimedia 7(3), 435-445 (2005).
[Crossref]

J. Posner, J. A. Russell, and B. S. Peterson, “The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology,” Dev. Psychopathol. 17(3), 715-734 (2005).

2004 (1)

L. C. Ou, M. R. Luo, A. Woodcock, and A. Wright, “A study of colour emotion and colour preference. Part I:Colour emotions for single colours,” Color Res. Appl. 29(3), 232-240. (2004).
[Crossref]

1997 (1)

Ayama,

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

Baek, Y. S.

Y. S. Baek, Y. Kwak, S. Woo, and C. Park, “Preferred memory color difference between the deuteranomalous and normal color vision,” Proc. SPIE 9395, 939517 (2015).

Brettel, H.

Chao, J.

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

R. Mochizuki, T. Nakamura, J. Chao, and R. Lenz, “Colorweak correction by discrimination threshold matching,” in Proc. CGIV’08, pp. 208-213.

Chen, C. S

C. R. Huang, K. C. Chiu, and C. S Chen, “Temporal color consistency-based video reproduction for dichromats,” IEEE Trans. Multimedia 13(5), 435-445 (2011).

Chen, Y.

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

Chiu, K. C.

C. R. Huang, K. C. Chiu, and C. S Chen, “Temporal color consistency-based video reproduction for dichromats,” IEEE Trans. Multimedia 13(5), 435-445 (2011).

Eto, H.

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

Fairchild, M. D.

M. D. Fairchild, Color appearance models, 3rd edition (Wiley, 2013), 32 p.

Fernandes, L. A.

G. M. Machado, M. M. Oliveira, and L. A. Fernandes, “A physiologically-based model for simulation of color vision deficiency,” IEEE Trans. Vis. Comput. Graphics 15(6), 1291-1298 (2009).
[Crossref]

Guan, Y.

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

Huang, C. R.

C. R. Huang, K. C. Chiu, and C. S Chen, “Temporal color consistency-based video reproduction for dichromats,” IEEE Trans. Multimedia 13(5), 435-445 (2011).

Huang, J. B.

J. B. Huang, Y. C. Tseng, S. I. Wu, and S. J. Wang, “Information preserving color transformation for protanopia and deuteranopia,” IEEE Signal Process. Lett. 14(10), 711-714 (2007).
[Crossref]

Huh, Y.

J. Nam, Y. M. Ro, Y. Huh, and M. Kim, “Visual content adaptation according to user perception characteristics,” IEEE Trans. Multimedia 7(3), 435-445 (2005).
[Crossref]

Ishikawa, T.

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

Jeong, J. Y.

J. Y. Jeong, H. J. Kim, T. S. Wang, Y. J. Yoon, and S. J. Ko, “An efficient re-coloring method with information preserving for the color-blind,” IEEE Trans. Consum. Electron. 57(4), 1953-1960 (2011).
[Crossref]

Kim, H. J.

J. Y. Jeong, H. J. Kim, T. S. Wang, Y. J. Yoon, and S. J. Ko, “An efficient re-coloring method with information preserving for the color-blind,” IEEE Trans. Consum. Electron. 57(4), 1953-1960 (2011).
[Crossref]

Kim, M.

J. Nam, Y. M. Ro, Y. Huh, and M. Kim, “Visual content adaptation according to user perception characteristics,” IEEE Trans. Multimedia 7(3), 435-445 (2005).
[Crossref]

Ko, S. J.

J. Y. Jeong, H. J. Kim, T. S. Wang, Y. J. Yoon, and S. J. Ko, “An efficient re-coloring method with information preserving for the color-blind,” IEEE Trans. Consum. Electron. 57(4), 1953-1960 (2011).
[Crossref]

Kwak, Y.

Y. S. Baek, Y. Kwak, S. Woo, and C. Park, “Preferred memory color difference between the deuteranomalous and normal color vision,” Proc. SPIE 9395, 939517 (2015).

Lenz, R.

R. Mochizuki, T. Nakamura, J. Chao, and R. Lenz, “Colorweak correction by discrimination threshold matching,” in Proc. CGIV’08, pp. 208-213.

Luo, M. R.

L. C. Ou, M. R. Luo, A. Woodcock, and A. Wright, “A study of colour emotion and colour preference. Part I:Colour emotions for single colours,” Color Res. Appl. 29(3), 232-240. (2004).
[Crossref]

Machado, G. M.

G. M. Machado, M. M. Oliveira, and L. A. Fernandes, “A physiologically-based model for simulation of color vision deficiency,” IEEE Trans. Vis. Comput. Graphics 15(6), 1291-1298 (2009).
[Crossref]

Mochizuki, R.

R. Mochizuki, T. Nakamura, J. Chao, and R. Lenz, “Colorweak correction by discrimination threshold matching,” in Proc. CGIV’08, pp. 208-213.

Mollon, J.

Nakamura, T.

R. Mochizuki, T. Nakamura, J. Chao, and R. Lenz, “Colorweak correction by discrimination threshold matching,” in Proc. CGIV’08, pp. 208-213.

Nakatsue, T.

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

Nam, J.

J. Nam, Y. M. Ro, Y. Huh, and M. Kim, “Visual content adaptation according to user perception characteristics,” IEEE Trans. Multimedia 7(3), 435-445 (2005).
[Crossref]

Oliveira, M. M.

M. M. Oliveira, “Towards more accessible visualizations for color-vision-deficient individuals,” Comput. Sci. Eng. 15(5), 80-87 (2013).
[Crossref]

G. M. Machado, M. M. Oliveira, and L. A. Fernandes, “A physiologically-based model for simulation of color vision deficiency,” IEEE Trans. Vis. Comput. Graphics 15(6), 1291-1298 (2009).
[Crossref]

Ou, L. C.

L. C. Ou, M. R. Luo, A. Woodcock, and A. Wright, “A study of colour emotion and colour preference. Part I:Colour emotions for single colours,” Color Res. Appl. 29(3), 232-240. (2004).
[Crossref]

Park, C.

Y. S. Baek, Y. Kwak, S. Woo, and C. Park, “Preferred memory color difference between the deuteranomalous and normal color vision,” Proc. SPIE 9395, 939517 (2015).

Peterson, B. S.

J. Posner, J. A. Russell, and B. S. Peterson, “The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology,” Dev. Psychopathol. 17(3), 715-734 (2005).

Posner, J.

J. Posner, J. A. Russell, and B. S. Peterson, “The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology,” Dev. Psychopathol. 17(3), 715-734 (2005).

Ro, Y. M.

J. Nam, Y. M. Ro, Y. Huh, and M. Kim, “Visual content adaptation according to user perception characteristics,” IEEE Trans. Multimedia 7(3), 435-445 (2005).
[Crossref]

Russell, J. A.

J. Posner, J. A. Russell, and B. S. Peterson, “The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology,” Dev. Psychopathol. 17(3), 715-734 (2005).

Tseng, Y. C.

J. B. Huang, Y. C. Tseng, S. I. Wu, and S. J. Wang, “Information preserving color transformation for protanopia and deuteranopia,” IEEE Signal Process. Lett. 14(10), 711-714 (2007).
[Crossref]

Viénot, F.

Wang, S. J.

J. B. Huang, Y. C. Tseng, S. I. Wu, and S. J. Wang, “Information preserving color transformation for protanopia and deuteranopia,” IEEE Signal Process. Lett. 14(10), 711-714 (2007).
[Crossref]

Wang, T. S.

J. Y. Jeong, H. J. Kim, T. S. Wang, Y. J. Yoon, and S. J. Ko, “An efficient re-coloring method with information preserving for the color-blind,” IEEE Trans. Consum. Electron. 57(4), 1953-1960 (2011).
[Crossref]

Woo, S.

Y. S. Baek, Y. Kwak, S. Woo, and C. Park, “Preferred memory color difference between the deuteranomalous and normal color vision,” Proc. SPIE 9395, 939517 (2015).

Woodcock, A.

L. C. Ou, M. R. Luo, A. Woodcock, and A. Wright, “A study of colour emotion and colour preference. Part I:Colour emotions for single colours,” Color Res. Appl. 29(3), 232-240. (2004).
[Crossref]

Wright, A.

L. C. Ou, M. R. Luo, A. Woodcock, and A. Wright, “A study of colour emotion and colour preference. Part I:Colour emotions for single colours,” Color Res. Appl. 29(3), 232-240. (2004).
[Crossref]

Wu, S. I.

J. B. Huang, Y. C. Tseng, S. I. Wu, and S. J. Wang, “Information preserving color transformation for protanopia and deuteranopia,” IEEE Signal Process. Lett. 14(10), 711-714 (2007).
[Crossref]

Yoon, Y. J.

J. Y. Jeong, H. J. Kim, T. S. Wang, Y. J. Yoon, and S. J. Ko, “An efficient re-coloring method with information preserving for the color-blind,” IEEE Trans. Consum. Electron. 57(4), 1953-1960 (2011).
[Crossref]

Color Res. Appl. (2)

Y. Chen, Y. Guan, T. Ishikawa, H. Eto, T. Nakatsue, J. Chao, and Ayama, “Preference for color-enhanced images assessed by color deficiencies,” Color Res. Appl. 39(3), 234-251 (2014).
[Crossref]

L. C. Ou, M. R. Luo, A. Woodcock, and A. Wright, “A study of colour emotion and colour preference. Part I:Colour emotions for single colours,” Color Res. Appl. 29(3), 232-240. (2004).
[Crossref]

Comput. Sci. Eng. (1)

M. M. Oliveira, “Towards more accessible visualizations for color-vision-deficient individuals,” Comput. Sci. Eng. 15(5), 80-87 (2013).
[Crossref]

Dev. Psychopathol. (1)

J. Posner, J. A. Russell, and B. S. Peterson, “The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology,” Dev. Psychopathol. 17(3), 715-734 (2005).

IEEE Signal Process. Lett. (1)

J. B. Huang, Y. C. Tseng, S. I. Wu, and S. J. Wang, “Information preserving color transformation for protanopia and deuteranopia,” IEEE Signal Process. Lett. 14(10), 711-714 (2007).
[Crossref]

IEEE Trans. Consum. Electron. (1)

J. Y. Jeong, H. J. Kim, T. S. Wang, Y. J. Yoon, and S. J. Ko, “An efficient re-coloring method with information preserving for the color-blind,” IEEE Trans. Consum. Electron. 57(4), 1953-1960 (2011).
[Crossref]

IEEE Trans. Multimedia (2)

C. R. Huang, K. C. Chiu, and C. S Chen, “Temporal color consistency-based video reproduction for dichromats,” IEEE Trans. Multimedia 13(5), 435-445 (2011).

J. Nam, Y. M. Ro, Y. Huh, and M. Kim, “Visual content adaptation according to user perception characteristics,” IEEE Trans. Multimedia 7(3), 435-445 (2005).
[Crossref]

IEEE Trans. Vis. Comput. Graphics (1)

G. M. Machado, M. M. Oliveira, and L. A. Fernandes, “A physiologically-based model for simulation of color vision deficiency,” IEEE Trans. Vis. Comput. Graphics 15(6), 1291-1298 (2009).
[Crossref]

J. Opt. Soc. Am. A (1)

Other (3)

M. D. Fairchild, Color appearance models, 3rd edition (Wiley, 2013), 32 p.

R. Mochizuki, T. Nakamura, J. Chao, and R. Lenz, “Colorweak correction by discrimination threshold matching,” in Proc. CGIV’08, pp. 208-213.

Y. S. Baek, Y. Kwak, S. Woo, and C. Park, “Preferred memory color difference between the deuteranomalous and normal color vision,” Proc. SPIE 9395, 939517 (2015).

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