An Alternative Color Difference Formula for Computing Image Difference

In this paper, we approach color-image-difference metrics by a Euclidean color-difference formula for small-medium color differences in log-compressed OSA-UCS space. We start from previous image-difference metrics by replacing the CIE color-difference formulae with the new one. Tests are performed on th TID database and current results show improvements in the actual state of art, making this formula the future key for imagedifference metrics.

[1]  Jon Y. Hardeberg,et al.  Rank Order and Image Difference Metrics , 2008, CGIV/MCS.

[2]  Jon Y. Hardeberg,et al.  Using gaze information to improve image difference metrics , 2008, Electronic Imaging.

[3]  M. Luo,et al.  The development of the CIE 2000 Colour Difference Formula , 2001 .

[4]  Rafael Huertas,et al.  Euclidean color-difference formula for small-medium color differences in log-compressed OSA-UCS space. , 2009, Journal of the Optical Society of America. A, Optics, image science, and vision.

[5]  Mark D. Fairchild,et al.  Darwinism of Color Image Difference Models , 2001, CIC.

[6]  R. Huertas,et al.  Performance of a color-difference formula based on OSA-UCS space using small-medium color differences. , 2006, Journal of the Optical Society of America. A, Optics, image science, and vision.

[7]  Gaurav Sharma Digital Color Imaging Handbook , 2002 .

[8]  M. Luo,et al.  Chromaticity‐discrimination ellipses for surface colours , 1986 .

[9]  David Connah,et al.  Can gamut mapping quality be predicted by colour image difference formulae? , 2005, IS&T/SPIE Electronic Imaging.

[10]  Jon Yngve Hardeberg,et al.  Survey of full-reference image quality metrics , 2009 .

[11]  B. Rigg,et al.  BFD COLOUR - DIFFERENCE FORMULA PART1-DEVELOPMENT OF THE FORMULA , 1987 .

[12]  Norimichi Tsumura,et al.  Perceptual color difference metric for complex images based on Mahalanobis distance , 2001, J. Electronic Imaging.

[13]  Jon Y. Hardeberg,et al.  A New Spatial Hue Angle Metric for Perceptual Image Difference , 2009, CCIW.

[14]  Ming Ronnier Luo,et al.  Perceptually-based color difference for complex images , 2002, Other Conferences.

[15]  Brian A. Wandell,et al.  A spatial extension of CIELAB for digital color‐image reproduction , 1997 .