LAPSE: Low-Overhead Adaptive Power Saving and Contrast Enhancement for OLEDs

Organic light emitting diode (OLED) display panels are becoming increasingly popular especially in mobile devices; one of the key characteristics of these panels is that their power consumption strongly depends on the displayed image. In this paper, we propose low-overhead adaptive power saving and contrast enhancement (LAPSE), a new methodology to concurrently reduce the energy consumed by an OLED display and enhance the contrast of the displayed image that relies on image-specific pixel-by-pixel transformations. Unlike previous approaches, LAPSE focuses specifically on reducing the overheads required to implement the transformation at runtime. To this end, we propose a transformation that can be executed in real time, either in software, with low time overhead, or in a hardware accelerator with a small area and low energy budget. Despite the significant reduction in complexity, we obtain comparable results to those achieved with more complex approaches in terms of power saving and image quality. Moreover, our method allows to easily explore the full quality-versus-power tradeoff by acting on a few basic parameters; thus, it enables the runtime selection among multiple display quality settings, according to the status of the system.

[1]  Enrico Macii,et al.  Low-overhead adaptive constrast enhancement and power reduction for OLEDs , 2016, 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE).

[2]  Greg Ward,et al.  High dynamic range imaging , 2004, SIGGRAPH '04.

[3]  Zhou Wang,et al.  On the Mathematical Properties of the Structural Similarity Index , 2012, IEEE Transactions on Image Processing.

[4]  Naehyuck Chang,et al.  A backlight power management framework for battery-operated multimedia systems , 2004, IEEE Design & Test of Computers.

[5]  Massoud Pedram,et al.  Backlight dimming in power-aware mobile displays , 2006, 2006 43rd ACM/IEEE Design Automation Conference.

[6]  Chih-Chang Lai,et al.  Backlight power reduction and image contrast enhancement using adaptive dimming for global backlight applications , 2008, IEEE Transactions on Consumer Electronics.

[7]  J.N. Bardsley,et al.  International OLED technology roadmap , 2004, IEEE Journal of Selected Topics in Quantum Electronics.

[8]  R. J. Brennan,et al.  System-Level Display Power Reduction Technologies for Portable Computing and Communications Devices , 2007, 2007 IEEE International Conference on Portable Information Devices.

[9]  Tiago B. Marchesan,et al.  Solid-State Lighting: A Concise Review of the State of the Art on LED and OLED Modeling , 2015, IEEE Industrial Electronics Magazine.

[10]  Young Hwan Kim,et al.  Perceived Distortion-Based Progressive LCD Backlight Dimming Method , 2016, Journal of Display Technology.

[11]  Suk-Ju Kang,et al.  SSIM Preservation-Based Backlight Dimming , 2014, Journal of Display Technology.

[12]  Rae-Hong Park,et al.  Power-constrained contrast enhancement for organic light-emitting diode display using locality-preserving histogram equalisation , 2016, IET Image Process..

[13]  Suk-Ju Kang,et al.  Perceptual Quality-Aware Power Reduction Technique for Organic Light Emitting Diodes , 2016, Journal of Display Technology.

[14]  Parthasarathy Ranganathan,et al.  Energy-aware user interfaces and energy-adaptive displays , 2006, Computer.

[15]  Suk-Ju Kang,et al.  Image-Quality-Based Power Control Technique for Organic Light Emitting Diode Displays , 2015, Journal of Display Technology.

[16]  Charless C. Fowlkes,et al.  Contour Detection and Hierarchical Image Segmentation , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[17]  Naehyuck Chang,et al.  Dynamic Driver Supply Voltage Scaling for Organic Light Emitting Diode Displays , 2013, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[18]  Luca Benini,et al.  Event-driven power management , 2001, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

[19]  Sos S. Agaian,et al.  A New Measure of Image Enhancement , 2000 .

[20]  Shanq-Jang Ruan,et al.  Histogram shrinking for power-saving contrast enhancement , 2013, 2013 IEEE International Conference on Image Processing.

[21]  Byung Cheol Song,et al.  Power-Constrained Contrast Enhancement Algorithm Using Multiscale Retinex for OLED Display , 2014, IEEE Transactions on Image Processing.

[22]  Byung Cheol Song,et al.  Power-Constrained Image Enhancement Using Multiband Processing for TFT LCD Devices With an Edge LED Backlight Unit , 2018, IEEE Transactions on Circuits and Systems for Video Technology.

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

[24]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[25]  Chul Lee,et al.  Power-Constrained Contrast Enhancement for Emissive Displays Based on Histogram Equalization , 2012, IEEE Transactions on Image Processing.

[26]  Pi-Cheng Hsiu,et al.  Catch your attention: Quality-retaining power saving on mobile OLED displays , 2014, 2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC).

[27]  Soo-Chang Pei,et al.  Color Enhancement With Adaptive Illumination Estimation for Low-Backlighted Displays , 2017, IEEE Transactions on Multimedia.

[28]  Naehyuck Chang,et al.  Dynamic voltage scaling of OLED displays , 2011, 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC).

[29]  Pi-Cheng Hsiu,et al.  A win-win camera: Quality-enhanced power-saving images on mobile OLED displays , 2015, 2015 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

[30]  Wei Zhang,et al.  Fine-grained dynamic voltage scaling on OLED display , 2012, 17th Asia and South Pacific Design Automation Conference.

[31]  Peter Nilsson,et al.  Hardware implementation of the exponential function using Taylor series , 2014, 2014 NORCHIP.

[32]  Young Hwan Kim,et al.  Noniterative Power-Constrained Contrast Enhancement Algorithm for OLED Display , 2016, Journal of Display Technology.

[33]  Yiran Chen,et al.  MORPh: Mobile OLED-friendly recording and playback system for low power video streaming , 2016, 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC).

[34]  Wei-Chung Cheng,et al.  Power minimization in a backlit TFT-LCD display by concurrent brightness and contrast scaling , 2004, IEEE Transactions on Consumer Electronics.