Power-constrained RGB-to-RGBW conversion for emissive displays

We propose a novel power-constrained RGB-to-RGBW conversion algorithm for emissive RGBW displays. We measure the perceived color distortion using a color difference model in a perceptually uniform color space, and compute the power consumption for displaying an RGBW pixel on an emissive display. The main contribution is to formulate the optimization problem to minimize the color distortion subject to the constraint on the power consumption. Then, we solve it efficiently to convert an image in real time. Simulation results show that the proposed algorithm provides significantly less color distortion than the conventional methods while providing a graceful trade-off with the amount of power consumed.

[1]  D K Smith,et al.  Numerical Optimization , 2001, J. Oper. Res. Soc..

[2]  Ingrid Heynderickx,et al.  27.2: Trade-off between Luminance and Color in RGBW Displays for Mobile-phone Usage , 2007 .

[3]  Michael E. Miller,et al.  RGB-to-RGBW conversion with current limiting for OLED displays , 2009 .

[4]  Aditi Majumder Contrast enhancement of multi-displays using human contrast sensitivity , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[5]  Du-Sik Park,et al.  Generating vivid colors on red-green-blue-white electonic-paper display. , 2008, Applied optics.

[6]  Mongi A. Abidi,et al.  Gray-level grouping (GLG): an automatic method for optimized image contrast Enhancement-part I: the basic method , 2006, IEEE Transactions on Image Processing.

[7]  P. Ginobbi,et al.  Energy Efficient RGBW Pixel Configuration for Light-Emitting Displays , 2009, Journal of Display Technology.

[8]  Massoud Pedram,et al.  HVS-Aware Dynamic Backlight Scaling in TFT-LCDs , 2006, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[9]  R. Likert “Technique for the Measurement of Attitudes, A” , 2022, The SAGE Encyclopedia of Research Design.

[10]  Joann M. Taylor,et al.  Digital Color Imaging Handbook , 2004 .

[11]  Homer H. Chen,et al.  Image Enhancement for Backlight-Scaled TFT-LCD Displays , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[12]  Vishal Monga,et al.  Design of Tone-Dependent Color-Error Diffusion Halftoning Systems , 2007, IEEE Transactions on Image Processing.

[13]  Jeffrey P. Spindler,et al.  Full‐color AMOLED with RGBW pixel pattern , 2005 .

[14]  Chul Lee,et al.  Power-Constrained RGB-to-RGBW Conversion for Emissive Displays: Optimization-Based Approaches , 2014, IEEE Transactions on Circuits and Systems for Video Technology.

[15]  Qingxiong Yang,et al.  Recursive Approximation of the Bilateral Filter , 2015, IEEE Transactions on Image Processing.

[16]  Gernot Heiser,et al.  An Analysis of Power Consumption in a Smartphone , 2010, USENIX Annual Technical Conference.

[17]  Chul Lee,et al.  Optimized Brightness Compensation and Contrast Enhancement for Transmissive Liquid Crystal Displays , 2014, IEEE Transactions on Circuits and Systems for Video Technology.

[18]  Peter Zolliker,et al.  Image-Dependent Gamut Mapping as Optimization Problem , 2007, IEEE Transactions on Image Processing.

[19]  Chih-Chang Lai,et al.  A Modified Stripe-RGBW TFT-LCD with Image-Processing Engine for Mobile Phone Displays , 2007, IEEE Transactions on Consumer Electronics.

[20]  O. A. K. Reddy,et al.  Power-Constrained Contrast Enhancement for Emissive Displays Based on Histogram Equalization , 2013 .

[21]  Jian Wang,et al.  Performance analysis of PLED based flat panel display with RGBW sub-pixel layout , 2009 .

[22]  Lin Zhong,et al.  Power Modeling and Optimization for OLED Displays , 2012, IEEE Transactions on Mobile Computing.

[23]  Roberto Manduchi,et al.  Bilateral filtering for gray and color images , 1998, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271).

[24]  Gunther Wyszecki,et al.  Color Science: Concepts and Methods, Quantitative Data and Formulae, 2nd Edition , 2000 .

[25]  K. Mullen The contrast sensitivity of human colour vision to red‐green and blue‐yellow chromatic gratings. , 1985, The Journal of physiology.

[26]  Jan P. Allebach,et al.  Model-based color image quantization , 1993, Electronic Imaging.

[27]  Charles A. Bouman,et al.  Optimized universal color palette design for error diffusion , 1995, J. Electronic Imaging.

[28]  Aljoscha Smolic,et al.  Evaluation and FPGA Implementation of Sparse Linear Solvers for Video Processing Applications , 2013, IEEE Transactions on Circuits and Systems for Video Technology.

[29]  Dimitris Anastassiou,et al.  Error diffusion coding for A/D conversion , 1989 .

[30]  Raja Bala,et al.  Design and Optimization of Color Lookup Tables on a Simplex Topology , 2012, IEEE Transactions on Image Processing.

[31]  Naehyuck Chang,et al.  DLS: dynamic backlight luminance scaling of liquid crystal display , 2004, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[32]  Abd. Rahman Ramli,et al.  Minimum mean brightness error bi-histogram equalization in contrast enhancement , 2003, IEEE Trans. Consumer Electron..

[33]  Anil K. Jain Fundamentals of Digital Image Processing , 2018, Control of Color Imaging Systems.

[34]  Michael Elad,et al.  Space-dependent color gamut mapping: a variational approach , 2005, IEEE Transactions on Image Processing.

[35]  Rodney L. Miller,et al.  Design of minimum visual modulation halftone patterns , 1991, IEEE Trans. Syst. Man Cybern..

[36]  David J. Sakrison,et al.  The effects of a visual fidelity criterion of the encoding of images , 1974, IEEE Trans. Inf. Theory.

[37]  Matthias Kuba,et al.  An FPGA-Based Fully Synchronized Design of a Bilateral Filter for Real-Time Image Denoising , 2014, IEEE Transactions on Industrial Electronics.

[38]  Sos S. Agaian,et al.  Transform Coefficient Histogram-Based Image Enhancement Algorithms Using Contrast Entropy , 2007, IEEE Transactions on Image Processing.

[39]  Kyung Joon Kwon,et al.  Scene-Adaptive RGB-to-RGBW Conversion Using Retinex Theory-Based Color Preservation , 2012, Journal of Display Technology.

[40]  C. E. SHANNON,et al.  A mathematical theory of communication , 1948, MOCO.

[41]  Ian Underwood,et al.  Compact and efficient RGB to RGBW data conversion method and its application in OLED microdisplays , 2013 .

[42]  Chang-Yeong Kim,et al.  Color conversion from RGB to RGB+White while preserving hue and saturation , 2002, Color Imaging Conference.