TY - GEN
T1 - Power saving on mobile devices through contrast-aware backlight control
AU - Yang, Vivian
AU - Lin, Jia Ying
AU - Lo, Kyle Shih Huang
AU - Yeh, Chia Hung
AU - Kuo, Chia Chen
AU - Kang, Li Wei
N1 - Publisher Copyright:
© 2015 Asia-Pacific Signal and Information Processing Association.
PY - 2016/2/19
Y1 - 2016/2/19
N2 - Based on the high penetration rate of mobile devices, reducing power consumption for mobile devices have become increasingly important. In current technology, statistics show that the display of the mobile device dominates the major power consumption of the device (e.g., up to 40% of the total power). Therefore, to efficiently reduce the display power consumption while maintaining the image quality, this paper proposes a novel contrast-aware backlight control algorithm for mobile devices. By transforming the color space for a displayed image from RGB (red, green, blue) to HSI (hue, saturation, intensity), we first calculate the RMS (root mean square) contrast for the image. Then we estimate the "brightness factor" for adjusting the image based on the RMS contrast and the employed HVS (human vision system)-based visual quality assessment technique. At the same time, the estimated brightness factor is used to determine the screen backlight brightness value of the device. As a result, the best tradeoff between the image display quality and the power consumption can be achieved. Our experimental results have demonstrated that 10∼40% reduction of backlight brightness can be achieved, resulting in power consumption of 8∼25%, while good image display quality can be maintained.
AB - Based on the high penetration rate of mobile devices, reducing power consumption for mobile devices have become increasingly important. In current technology, statistics show that the display of the mobile device dominates the major power consumption of the device (e.g., up to 40% of the total power). Therefore, to efficiently reduce the display power consumption while maintaining the image quality, this paper proposes a novel contrast-aware backlight control algorithm for mobile devices. By transforming the color space for a displayed image from RGB (red, green, blue) to HSI (hue, saturation, intensity), we first calculate the RMS (root mean square) contrast for the image. Then we estimate the "brightness factor" for adjusting the image based on the RMS contrast and the employed HVS (human vision system)-based visual quality assessment technique. At the same time, the estimated brightness factor is used to determine the screen backlight brightness value of the device. As a result, the best tradeoff between the image display quality and the power consumption can be achieved. Our experimental results have demonstrated that 10∼40% reduction of backlight brightness can be achieved, resulting in power consumption of 8∼25%, while good image display quality can be maintained.
UR - http://www.scopus.com/inward/record.url?scp=84986197579&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84986197579&partnerID=8YFLogxK
U2 - 10.1109/APSIPA.2015.7415412
DO - 10.1109/APSIPA.2015.7415412
M3 - Conference contribution
AN - SCOPUS:84986197579
T3 - 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015
SP - 946
EP - 951
BT - 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015
Y2 - 16 December 2015 through 19 December 2015
ER -