TY - JOUR
T1 - Computationally efficient brightness compensation and contrast enhancement for transmissive liquid crystal displays
AU - Lee, Chul
AU - Lam, Edmund Y.
N1 - Publisher Copyright:
© 2017, Springer-Verlag Berlin Heidelberg.
PY - 2018/4/1
Y1 - 2018/4/1
N2 - High-quality displays tend to consume significant power in mobile devices. Currently, transmissive liquid crystal displays are among the most common. They are non-emissive and rely on a backlight behind the display panel. Brightness compensation refers to the signal processing technique to adaptively dim the backlight to reduce the power consumption, while increasing the pixel values to preserve the visual quality of the images or even enhance their contrast. Fast computation of the brightness compensation algorithm is essential for practical use. In this paper, we show that a state-of-the-art brightness compensation algorithm, which requires iterations and is computationally demanding, can in fact be solved with a closed-form solution. We also demonstrate with experimental results that we can achieve approximately an 800-fold speedup, while providing effectively identical images to those obtained by the original method.
AB - High-quality displays tend to consume significant power in mobile devices. Currently, transmissive liquid crystal displays are among the most common. They are non-emissive and rely on a backlight behind the display panel. Brightness compensation refers to the signal processing technique to adaptively dim the backlight to reduce the power consumption, while increasing the pixel values to preserve the visual quality of the images or even enhance their contrast. Fast computation of the brightness compensation algorithm is essential for practical use. In this paper, we show that a state-of-the-art brightness compensation algorithm, which requires iterations and is computationally demanding, can in fact be solved with a closed-form solution. We also demonstrate with experimental results that we can achieve approximately an 800-fold speedup, while providing effectively identical images to those obtained by the original method.
KW - Brightness compensation
KW - Contrast enhancement
KW - Convex optimization
KW - Low-power image processing
KW - Transmissive liquid crystal display
UR - http://www.scopus.com/inward/record.url?scp=85010712157&partnerID=8YFLogxK
U2 - 10.1007/s11554-016-0665-0
DO - 10.1007/s11554-016-0665-0
M3 - Article
AN - SCOPUS:85010712157
SN - 1861-8200
VL - 14
SP - 733
EP - 741
JO - Journal of Real-Time Image Processing
JF - Journal of Real-Time Image Processing
IS - 4
ER -