Content-adaptive display power saving in internet mobile streaming

Yao Liu, Mengbai Xiao, Ming Zhang, Xin Li, Mian Dong, Zhan Ma, Zhenhua Li, Songqing Chen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Abstract

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.

Original languageEnglish (US)
Title of host publicationProceedings of the 25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2015
PublisherAssociation for Computing Machinery
Pages1-6
Number of pages6
ISBN (Electronic)9781450333528
DOIs
StatePublished - Mar 18 2015
Externally publishedYes
Event25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2015 - Portland, United States
Duration: Mar 20 2015 → …

Publication series

NameProceedings of the 25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2015

Conference

Conference25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2015
Country/TerritoryUnited States
CityPortland
Period3/20/15 → …

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Software
  • Computer Networks and Communications

Keywords

  • Backlight Scaling
  • Display
  • Internet Mobile Streaming
  • LCD
  • Power Saving

Fingerprint

Dive into the research topics of 'Content-adaptive display power saving in internet mobile streaming'. Together they form a unique fingerprint.

Cite this