Title :
Perceptual video compression based on DCT-Domain foveated JND model
Author :
Xia, Yang ; Hu, Ruimin ; Wang, Zhongyuan
Author_Institution :
Nat. Multimedia Software Eng. Res. Center, Wuhan Univ., Wuhan, China
Abstract :
In this paper, a DCT-domain foveated JND model is proposed. The proposal finds the foveation blocks in a frame picture by object movement information and contrast information, and uses block´s retina eccentricity and view distance to calculate the foveation modulation factor of every block, which is for scaling spatio-temporal JND. Moreover, the foveated JND is utilized in hybrid video coding framework to reduce bit rate. Experimental results show that the proposed model can save bit rate as much as 9.54%, compared to the same coding scheme with the conventional DCT JND, without degradation of visual quality.
Keywords :
data compression; discrete cosine transforms; video coding; DCT domain; JND model; contrast information; discrete cosine transform; foveation modulation factor; hybrid video coding framework; just noticeable difference; object movement information; perceptual video compression; retina eccentricity; view distance; visual quality; Bit rate; Channel coding; Discrete cosine transforms; Image coding; Modulation; Video coding; Visualization; Foveated JND; attention model; perceptual coding;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6099929