FANG Xu-dong, LI Ya-ni, FENG Qing-gang, SHI Zu-chuan, FENG Qi-bin. Evaluation method for dynamic dimming algorithms in LED backlights[J]. , 2014,29(6): 1096-1100
FANG Xu-dong, LI Ya-ni, FENG Qing-gang, SHI Zu-chuan, FENG Qi-bin. Evaluation method for dynamic dimming algorithms in LED backlights[J]. , 2014,29(6): 1096-1100 DOI: 10.3788/YJYXS20142906.1096.
Evaluation method for dynamic dimming algorithms in LED backlights
Liquid crystal displays have two shortcomings of low CR and power efficiency. Dynamic dimming can help LCD to achieve high contrast ratio and reduce power consumption. The evaluation method balancing display effects after dimming and power-saving ratio can efficiently reduce the deve-lopment risk. Until now there is no agreed evaluation method. Combining three parameters of peak signal-to-noise ratio
structural similarity index measurement
and mutual information
the display effect index is proposed to evaluate the display effect after dimming. The dimming effect index is then introduced to balance the power-saving and display effect. The images belonging to six classifications of different luminance and contrast ratio are used to make the evaluation on several mainstream dimming algorithms. Based on the dimming effect index
the most suitable applications of the dimming algorithms are analyzed.
关键词
Keywords
references
Cho H, Kwon O K. Alocal dimming algorithm for low power LCD TVs using edge-type LED backlight[J].IEEE Transaction on Consumer Electronics,2010,56(4):2054-2060.[2] Lin F, Liao C, Liao L, et al.Inverse ofmapping function(IMF) method for image quality enhancement of high dynamic range LCD TVs[C].SID Digest,2007:1343-1346.[3] Anggorosesar A, Kim Y J. Object-based Local Dimming for LCD systems with LED BLUs[C].International Symposium on Low Power Electronics and Design,2011:315-320.[4] 冯奇斌,何会杰,张伟伟,等. 用于侧出式发光二极管背光的全局动态调光算法[J]. 光学精密工程, 2012, 20(7):1455-1462. Feng Q B, He H J, Zhang W W,et al.Global dimming algorithm for side-lit LED backlights[J].Optics and Precision Engineering,2012, 20(7):1455-1462.(in Chinese)[5] 何会杰,冯奇斌,张磊,等. 基于图像分类的全局动态调光算法[J]. 光学学报, 2013, 33(8):205-211. He H J, Feng Q B, Zhang L,et al.Global dimming algorithm based on image classification[J].Acta Optica Sinica,2013, 33(8):205-211.(in Chinese)[6] 李福文,金伟其,邵喜斌,等. 基于LED背光源区域控制的高动态范围液晶显示技术进展[J]. 光学技术, 2009,35(6):835-839. Li F W, Jin W Q, Shao X B,et al.Process of high dynamic range liquid crystal display based on LED backlight with area control technology[J].Journal of Optical Technology,2009, 35(6):835-839.(in Chinese)[7] Seetzen H, Heidrich W, Sturezlinger W,et al.High dynamic range display systems[J].ACM Transacyions on Graphics,2004:760-768.[8] 刘艳中,郑学仁,陈建宾,等. 基于图像CDF阈值的LCD-TV动态背光主亮度提取算法及硬件实现[J]. 液晶与显示, 2010, 25(3):449-453. Liu Y Z, Zheng X R, Chen J B, et al.Dynamic backlight signal extraction based on threshold of image CDF for LCD-TV and its hardware implementation[J].Chinese Journal of Liquid Crystals and Displays,2010, 25(3):449-453.(in Chinese)[9] Cho H, Kwon O K. A backlight dimming algorithm for low power and high image quality LCD applications[J].IEEE Trans Consumer Electron,2009, 55(2):839-844.[10] 孔繁锵. 结合HVS和相似性度量的图像质量评价测度[J]. 中国图象图形学报, 2011, 16(7):1184-1191. Kong F Q. Image quality assessment metrics based on human visual system[J].Journal of Image and Graphics,2011, 16(7):1184-1191.(in Chinese)[11] 范媛媛,沈湘衡,桑英军. 基于对比度敏感度的无参考图像清晰度评价[J]. 光学精密工程, 2011,19(10):2485-2493. Fan Y Y, Shen X H, Sang Y J. No reference image sharpness assessment based on contrast sensitivity[J].Journal of Optics and Precision Engineering,2011, 19(10):2485-2493.(in Chinese)[12] 杨迪威,沈远彤,李宏伟,等. 一种基于视觉特性的图像质量评价指标[J]. 信号处理, 2011,27(11):1691-1695. Yang D W, Shen Y T, Li H W, et al.An image quality assessment based on property of HVS[J].Journal of Signal Processing,2011, 27(11):1691-1695.(in Chinese)[13] Wang Z, Bovik A C, Sheikh H R, et al.Image quality assessment: from error visibility to structural similarity[J].IEEE Transactions on Image Processing,2004, 13(4):600-612.[14] 胡良梅,高隽,何柯峰,等. 图像融合质量评价方法的研究[J]. 电子学报, 2004, 32(12):218-221. Hu L M, Gao J, He K F, et al.Research on quality measures for image fusion[J].Acta Rlectronicia Sinca,2004,32(12):218-221.(in Chinese)
Dynamic dimming algorithm for liquid crystal display based on local brightness of image
Dynamic dimming algorithm in side-lit LED backlights
Dynamic dimming algorithm with twice-correction of LED backlit based on average
Efficient hardware implementations for global dimming in LCDs
Related Author
Guo-qiang LYU
Lei WU
Li-ming ZHU
Qi-bin FENG
Chen ZHAO
LV Guo-qiang
FENG Qi-bin
XIANG Yan
Related Institution
National Engineering Lab of Special Display Technology, National Key Lab of Advanced Display Technology, Academy of Photoelectric Technology, Hefei University of Technology
School of Instrumentation and Opto-Electronics Engineering, Hefei University of Technology
School of Electronic Science&Applied Physics, Hefei University of Technology
AVIC Huadong Photoelectric Co. Ltd
Key Laboratory of Special Display Technology of the Ministry of Education, National Engineering Laboratory of Special Display Technology, National Key Laboratory of Advanced Display Technology, Hefei University of Technology