Title :
A saliency based noise reduction method for Digital TV
Author :
Zhang, Dongni ; Han, Jong-Woo ; Kwon, Oh-Jung ; Nam, Hyeong-Min ; Ko, Sung-Jea
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
In this paper, we propose a content-aware noise reduction (NR) method for the Digital TV, which preserves image textures and edges. In the proposed method, noise is first reduced by a temporal recursive NR filter and then further suppressed by a spatial NR filter. To preserve the image texture, the saliency map which accurately represents edges in a noisy image is employed in the spatial filter. Experimental results show that the proposed method exhibits the better NR performance as compared with conventional methods.
Keywords :
digital television; edge detection; image denoising; image texture; video signal processing; content-aware noise reduction method; digital TV; image textures; saliency based noise reduction method; spatial NR filter; temporal recursive NR filter; Digital TV; Filtering; Image edge detection; Noise; Noise measurement; Noise reduction; Pixel;
Conference_Titel :
Consumer Electronics (ICCE), 2011 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-8711-0
DOI :
10.1109/ICCE.2011.5722840