Title :
Effect of hand jitter on video compression algorithms for mobile devices
Author :
Ferzli, R. ; McGarry, Michael P. ; Al-Alaoui, Mohamad Adnan
Author_Institution :
Microsoft Corp., Redmond, WA, USA
Abstract :
We have conducted a sensitivity analysis to determine the PSNR reduction occurring from increased levels of hand jitter while recording video. To conduct this sensitivity analysis we proposed and utilized a hand jitter model. We observe from our analysis that increased hand jitter certainly lowers the PSNR. More importantly, we observe that the magnitude of the reduction in PSNR of increasing hand jitter is increased with less motion in the video. With this insight we developed a decision rule that decides when to activate a video stabilization algorithm. This decision rule requires the distinction between motion created by the scene and motion created by hand jitter as well as a mechanism to measure this motion.
Keywords :
data compression; jitter; mobile handsets; sensitivity analysis; video coding; PSNR reduction; decision rule; hand jitter effect; jitter model; mobile devices; sensitivity analysis; video compression algorithms; video stabilization algorithm; Bit rate; Codecs; Jitter; Mobile communication; PSNR; Signal processing algorithms; Streaming media;
Conference_Titel :
Communications and Information Technology (ICCIT), 2013 Third International Conference on
Conference_Location :
Beirut
Print_ISBN :
978-1-4673-5306-9
DOI :
10.1109/ICCITechnology.2013.6579574