Decolorize: Fast, contrast enhancing, color to grayscale conversion

We present a new contrast enhancing color to grayscale conversion algorithm which works in real-time. It incorporates novel techniques for image sampling and dimensionality reduction, sampling color differences by Gaussian pairing and analyzing color differences by predominant component analysis. In addition to its speed and simplicity, the algorithm has the advantages of continuous mapping, global consistency, and grayscale preservation, as well as predictable luminance, saturation, and hue ordering properties.

[1]  Raja Bala,et al.  Color-to-grayscale conversion to maintain discriminability , 2003, IS&T/SPIE Electronic Imaging.

[2]  Hong Yan,et al.  Improved method for color image enhancement based on luminance and color contrast , 1994, J. Electronic Imaging.

[3]  Karen M. Braun,et al.  Color to gray and back: color embedding into textured gray images , 2005, IEEE Transactions on Image Processing.

[4]  László Neumann,et al.  An Efficient Perception-based Adaptive Color to Gray Transformation , 2007, CAe.

[5]  Karol Myszkowski,et al.  Apparent Greyscale: A Simple and Fast Conversion to Perceptually Accurate Images and Video , 2008, Comput. Graph. Forum.

[6]  Bruce Gooch,et al.  Color2Gray: salience-preserving color removal , 2005, ACM Trans. Graph..

[7]  Allan Hanbury,et al.  Morphological operators on the unit circle , 2001, IEEE Trans. Image Process..

[8]  David Connah,et al.  Seeing Beyond Luminance: A Psychophysical Comparison of Techniques for Converting Colour Images to Greyscale , 2007, Color Imaging Conference.

[9]  Reiner Eschbach,et al.  Spatial Color-to-Grayscale Transform Preserving Chrominance Edge Information , 2004, CIC.

[10]  M. Fairchild,et al.  Predicting the lightness of chromatic object colors using CIELAB , 1991 .

[11]  Jeffrey J. Rodríguez,et al.  Color image enhancement using spatially adaptive saturation feedback , 1997, Proceedings of International Conference on Image Processing.

[12]  Robert Geist,et al.  Re‐coloring Images for Gamuts of Lower Dimension , 2005, Comput. Graph. Forum.

[13]  Manuel Menezes de Oliveira Neto,et al.  An improved contrast enhancing approach for color-to-grayscale mappings , 2008, The Visual Computer.

[14]  Alexander Toet Multiscale color image enhancement , 1992, Pattern Recognit. Lett..

[15]  Robert Geist,et al.  Smart Depiction for Visual Communication Detail Preserving Reproduction of Color Images for , 2022 .

[16]  Ali Alsam,et al.  Grey Colour Sharpening , 2006, Color Imaging Conference.

[17]  Robin N. Strickland,et al.  Digital Color Image Enhancement Based On The Saturation Component , 1987 .

[18]  David Connah,et al.  Improved colour to greyscale via integrability correction , 2009, Electronic Imaging.

[19]  Kiichi Urahama,et al.  Monochromatic Visualization of Multimodal Images by Projection Pursuit , 1998, International Conference on Neural Information Processing.

[20]  Lawrence B. Wolff,et al.  Multispectral image visualization through first-order fusion , 2002, IEEE Trans. Image Process..

[21]  Martin Cadík,et al.  Perceptual Evaluation of Color‐to‐Grayscale Image Conversions , 2008, Comput. Graph. Forum.

[22]  Shyi-Chyi Cheng,et al.  Fast algorithms for color image processing by principal component analysis , 2003, J. Vis. Commun. Image Represent..