Abstract:
In this paper, an optimized backlight power saving algorithm using joint power-peak signal-to-noise ratio (PSNR) characteristics among multiple frames is proposed. In exi...Show MoreMetadata
Abstract:
In this paper, an optimized backlight power saving algorithm using joint power-peak signal-to-noise ratio (PSNR) characteristics among multiple frames is proposed. In existing state-of-the-art methods, the optimal decision for clipping point is made only with consideration of current frame, and the target frame PSNR are set the same for all frames. Therefore they have the same power-PSNR performance. In the proposed work, we show that better power-PSNR performance can be achieved by assigning different target frame PSNR for different frames. In the proposed algorithm, the decisions for clipping points associated with all frames are made at once. The inefficiency ratio of each clipping point is evaluated and put into the algorithm design. An optimization problem is formulated, and a solution-search procedure is proposed. Compared with state-of-the-art methods, the proposed work performs better in both aspects of power and PSNR; the BD-PSNR and the BD-Power of the proposed work against all other methods are better for every tested video; the BD-PSNR and the BD-Power can be as high as 19.80 dB on average, and the BD-Power can be as low as - 26.25% on average.
Published in: Journal of Display Technology ( Volume: 12, Issue: 12, December 2016)
Funding Agency:

Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan County, Taiwan
Ting-Lan Lin (S'08–M'11) received the B.S. and M.S.
degrees in electronic engineering from Chung Yuan Christian University, Taoyuan, Taiwan, in 2001 and 2003,
respectively, and the Doctorate degree in electrical and computer engineering from the University of California, San
Diego, La Jolla, CA, USA, in 2010. In 2008, he interned in the Display System group at Qualcomm, San Diego. From 2011
to 2015, he was an Assistan...Show More
Ting-Lan Lin (S'08–M'11) received the B.S. and M.S.
degrees in electronic engineering from Chung Yuan Christian University, Taoyuan, Taiwan, in 2001 and 2003,
respectively, and the Doctorate degree in electrical and computer engineering from the University of California, San
Diego, La Jolla, CA, USA, in 2010. In 2008, he interned in the Display System group at Qualcomm, San Diego. From 2011
to 2015, he was an Assistan...View more

Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan County, Taiwan
Kun-Hsien Tung received the B.S. degree in June 2015 from the
Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently working
toward the M.S. degree. His research interests include image processing and video compression.
Kun-Hsien Tung received the B.S. degree in June 2015 from the
Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently working
toward the M.S. degree. His research interests include image processing and video compression.View more

Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan County, Taiwan
Guan-Jie Fang received the B.S. degree in June 2015 from the
Department of Electronic Engineering from Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently
working toward the M.S. degree. His research interests include image processing and video compression.
Guan-Jie Fang received the B.S. degree in June 2015 from the
Department of Electronic Engineering from Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently
working toward the M.S. degree. His research interests include image processing and video compression.View more

Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan County, Taiwan
Po-Yi Wu received the B.S. degree in June 2016 from the Department of
Electronic Engineering from Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently working toward the
M.S. degree in the. His research interests include image processing and video compression.
Po-Yi Wu received the B.S. degree in June 2016 from the Department of
Electronic Engineering from Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently working toward the
M.S. degree in the. His research interests include image processing and video compression.View more

Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan County, Taiwan
Ting-Lan Lin (S'08–M'11) received the B.S. and M.S.
degrees in electronic engineering from Chung Yuan Christian University, Taoyuan, Taiwan, in 2001 and 2003,
respectively, and the Doctorate degree in electrical and computer engineering from the University of California, San
Diego, La Jolla, CA, USA, in 2010. In 2008, he interned in the Display System group at Qualcomm, San Diego. From 2011
to 2015, he was an Assistant Professor in the Department of Electronic Engineering, Chung Yuan Christian University,
where since August 2015, he has been an Associate Professor. His current research interests include video compression,
video streaming in lossy networks, optimization of packet prioritization, and perceptual video quality.
Ting-Lan Lin (S'08–M'11) received the B.S. and M.S.
degrees in electronic engineering from Chung Yuan Christian University, Taoyuan, Taiwan, in 2001 and 2003,
respectively, and the Doctorate degree in electrical and computer engineering from the University of California, San
Diego, La Jolla, CA, USA, in 2010. In 2008, he interned in the Display System group at Qualcomm, San Diego. From 2011
to 2015, he was an Assistant Professor in the Department of Electronic Engineering, Chung Yuan Christian University,
where since August 2015, he has been an Associate Professor. His current research interests include video compression,
video streaming in lossy networks, optimization of packet prioritization, and perceptual video quality.View more

Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan County, Taiwan
Kun-Hsien Tung received the B.S. degree in June 2015 from the
Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently working
toward the M.S. degree. His research interests include image processing and video compression.
Kun-Hsien Tung received the B.S. degree in June 2015 from the
Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently working
toward the M.S. degree. His research interests include image processing and video compression.View more

Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan County, Taiwan
Guan-Jie Fang received the B.S. degree in June 2015 from the
Department of Electronic Engineering from Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently
working toward the M.S. degree. His research interests include image processing and video compression.
Guan-Jie Fang received the B.S. degree in June 2015 from the
Department of Electronic Engineering from Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently
working toward the M.S. degree. His research interests include image processing and video compression.View more

Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan County, Taiwan
Po-Yi Wu received the B.S. degree in June 2016 from the Department of
Electronic Engineering from Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently working toward the
M.S. degree in the. His research interests include image processing and video compression.
Po-Yi Wu received the B.S. degree in June 2016 from the Department of
Electronic Engineering from Chung Yuan Christian University, Taoyuan, Taiwan, where he is currently working toward the
M.S. degree in the. His research interests include image processing and video compression.View more