Title :
Super-resolution for compressed video based on DCT side information
Author :
Tao, Lu ; Ruimin, Hu ; Chengdong, Lan ; Zhen, Han ; Zhongyuan, Wang
Author_Institution :
Nat. Eng. Res. Center for Multimedia Software, Wuhan Univ., Wuhan, China
Abstract :
In previous papers, frequency-domain quantization noise was always treated as uniform distribution in super-resolution construction for compressed video, when at high compressed ratio, this model may introduce error. This paper provides a Laplace model of DCT coefficients whose parameters can extract from the encoder, then transfers them as side information to the decoder, and utilizes the distribution of DCT coefficients as priori information in MAP (Maximum a Posterior) for super-resolution construction. Experimental results demonstrate the effectiveness of this approach.
Keywords :
Laplace transforms; data compression; discrete cosine transforms; quantisation (signal); signal resolution; statistical distributions; video coding; DCT coefficients; DCT side information; Laplace distribution; Laplace model; compressed video; frequency-domain quantization noise; maximum a posterior; super-resolution construction; uniform distribution; Decoding; Discrete cosine transforms; Image coding; Image reconstruction; Image resolution; Motion compensation; Optical distortion; Optical noise; Quantization; Video compression; Laplace distribution; Quantization Noise; Side Information; Super-Resolution Reconstruction;
Conference_Titel :
Computational Intelligence and Industrial Applications, 2009. PACIIA 2009. Asia-Pacific Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4606-3
DOI :
10.1109/PACIIA.2009.5406558