DocumentCode
2148309
Title
Saliency aware display power management
Author
Xiao, Yang ; Irick, Kevin ; Narayanan, Vijaykrishnan ; Shin, Donghwa ; Chang, Naehyuck
Author_Institution
Dept. of Computer Science and Engineering, The Pennsylvania State University, University Park, USA
fYear
2013
fDate
18-22 March 2013
Firstpage
1203
Lastpage
1208
Abstract
In this paper, a bio-inspired technique of finding the regions of highest visual importance within an image is proposed for reducing power consumption in modern liquid crystal displays (LCDs) that utilize a 2D light-emitting diode (LED) backlighting system. The conspicuity map generated from this neuromorphic saliency model, along with an adaptive dimming method, is applied to the backlighting array to reduce the luminance of regions of least interest as perceived by a human viewer. Corresponding image compensation is applied to the saliency modulated image to minimize distortion and retain the original image quality. Experimental results shows average 65% power can be saved when the original display system is integrated with a low-overhead real-time hardware implementation of the saliency model.
Keywords
Arrays; Computational modeling; Fading; Image color analysis; Light emitting diodes; Power demand; Visualization; FPGA and ASIC design; LCD; LED; system level power management;
fLanguage
English
Publisher
ieee
Conference_Titel
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2013
Conference_Location
Grenoble, France
ISSN
1530-1591
Print_ISBN
978-1-4673-5071-6
Type
conf
DOI
10.7873/DATE.2013.250
Filename
6513696
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