Visual enhancement using sparsity-based image decomposition for low backlight displays
Journal
Proceedings - IEEE International Symposium on Circuits and Systems
Journal Volume
2016-July
Pages
2563-2566
Date Issued
2016
Author(s)
Abstract
We propose a power-constrained image enhancement system to maintain human visual perception when the LCD or LED display is under low backlight. Adopting the low backlight mode can save the electricity and lengthen the battery using time. First, we deduce the relationship between the image and the backlight for maintaining the same visual perceptual quality. Then, we propose a sparsity-based image decomposition to separate the intensity image into base layer and detail layer. Afterwards, we refer to the image-backlight relationship to compensate the base layer, while we also adopt texture-aw are boosting to enhance the detail layer. Experimental simulated results show that our system outperforms than the compared systems.
SDGs
Type
conference paper