Edge-aware color appearance

Color perception is recognized to vary with surrounding spatial structure, but the impact of edge smoothness on color has not been studied in color appearance modeling. In this work, we study the appearance of color under different degrees of edge smoothness. A psychophysical experiment was conducted to quantify the change in perceived lightness, colorfulness, and hue with respect to edge smoothness. We confirm that color appearance, in particular lightness, changes noticeably with increased smoothness. Based on our experimental data, we have developed a computational model that predicts this appearance change. The model can be integrated into existing color appearance models. We demonstrate the applicability of our model on a number of examples.

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

[2]  John Hart,et al.  ACM Transactions on Graphics , 2004, SIGGRAPH 2004.

[3]  Eli Brenner,et al.  Chromatic induction and the layout of colours within a complex scene , 2003, Vision Research.

[4]  B. Wandell,et al.  Color Appearance of Mixture Gratings , 1996, Vision Research.

[5]  F. Kingdom,et al.  Border effects on brightness: a review of findings, models and issues. , 1988, Spatial vision.

[6]  Mark E. McCourt,et al.  The effect of edge blur on grating induction magnitude , 1993, Vision Research.

[7]  Dani Lischinski,et al.  Gradient Domain High Dynamic Range Compression , 2023 .

[8]  Changjun Li,et al.  The CIECAM02 Color Appearance Model , 2002, CIC.

[9]  Jan Kautz,et al.  Modeling Human Color Perception under Extended Luminance Levels Supplemental Material B , 2009, SIGGRAPH 2009.

[10]  J. Valin,et al.  Commission internationale de l''éclairage (CIE) , 1991, Instrumentation et méthodes de mesure.

[11]  Mahdi Nezamabadi,et al.  Color Appearance Models , 2014, J. Electronic Imaging.

[12]  R. Hunt An Improved Predictor of Colourfulness in a Model of Colour Vision , 1994, Color Research & Application.

[13]  A. A. Clarke,et al.  Quantifying colour appearance. Part I. Lutchi colour appearance data , 1991 .

[14]  Mark D. Fairchild,et al.  Perceived Image Contrast and Observer Preference I. The Effects of Lightness, Chroma, and Sharpness Manipulations on Contrast Perception , 2003, Journal of Imaging Science and Technology.

[15]  Min H. Kim,et al.  Modeling Human Color Perception under Extended Luminance Levels Supplemental Material B , 1991 .

[16]  Mark D. Fairchild,et al.  Meet iCAM: A Next-Generation Color Appearance Model , 2002, Color Imaging Conference.

[17]  Michael H. Brill,et al.  Color appearance models , 1998 .

[18]  Greg Turk,et al.  LCIS: a boundary hierarchy for detail-preserving contrast reduction , 1999, SIGGRAPH.

[19]  S. Shevell,et al.  Large shifts in color appearance from patterned chromatic backgrounds , 2003, Nature Neuroscience.