TY - GEN
T1 - Content-adaptive display power saving in internet mobile streaming
AU - Liu, Yao
AU - Xiao, Mengbai
AU - Zhang, Ming
AU - Li, Xin
AU - Dong, Mian
AU - Ma, Zhan
AU - Li, Zhenhua
AU - Chen, Songqing
N1 - Publisher Copyright:
Copyright 2015 ACM.
PY - 2015/3/18
Y1 - 2015/3/18
N2 - Backlight scaling is a technique proposed to reduce the display panel power consumption by strategically dimming the backlight. However, for Internet streaming to mobile devices, a computationally intensive luminance compensation step must be performed in combination with backlight scaling to maintain the perceived appearance of video frames. This step, if done by the CPU, could easily offset the power savings via backlight dimming. Furthermore, computing the backlight scaling values requires per-frame luminance information, which is typically too energy intensive to compute on mobile devices. In this paper, we propose Content-Adaptive Display (CAD) for Internet mobile streaming. CAD uses the mobile device's GPU rather than the CPU to perform luminance compensation at reduced power consumption. Backlight scaling schedule is computed using a more efficient dynamic programming algorithm than existing work. We implement CAD within an Android app and use a Monsoon power meter to measure the real power consumption. Experiments are conducted on more than 470 randomly selected YouTube videos, and results show that CAD can effectively produce power savings.
AB - Backlight scaling is a technique proposed to reduce the display panel power consumption by strategically dimming the backlight. However, for Internet streaming to mobile devices, a computationally intensive luminance compensation step must be performed in combination with backlight scaling to maintain the perceived appearance of video frames. This step, if done by the CPU, could easily offset the power savings via backlight dimming. Furthermore, computing the backlight scaling values requires per-frame luminance information, which is typically too energy intensive to compute on mobile devices. In this paper, we propose Content-Adaptive Display (CAD) for Internet mobile streaming. CAD uses the mobile device's GPU rather than the CPU to perform luminance compensation at reduced power consumption. Backlight scaling schedule is computed using a more efficient dynamic programming algorithm than existing work. We implement CAD within an Android app and use a Monsoon power meter to measure the real power consumption. Experiments are conducted on more than 470 randomly selected YouTube videos, and results show that CAD can effectively produce power savings.
KW - Backlight Scaling
KW - Display
KW - Internet Mobile Streaming
KW - LCD
KW - Power Saving
UR - http://www.scopus.com/inward/record.url?scp=84938815426&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84938815426&partnerID=8YFLogxK
U2 - 10.1145/2736084.2736087
DO - 10.1145/2736084.2736087
M3 - Conference contribution
AN - SCOPUS:84938815426
T3 - Proceedings of the 25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2015
SP - 1
EP - 6
BT - Proceedings of the 25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2015
PB - Association for Computing Machinery
T2 - 25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2015
Y2 - 20 March 2015
ER -