Title :
A post-processing algorithm using histogram-driven anisotropic diffusion
Author :
Yao, Susu ; Lim, Keng Pang ; Lin, Xiao ; Rahardja, Susanto
Author_Institution :
Media Process. Dept., Inst. for Infocomm Res., Singapore, Singapore
Abstract :
We propose a new post-processing algorithm for reducing coding artifacts in compressed image and video sequences. The algorithm is based on an anisotropic diffusion process using a histogram driven diffusion coefficient. The new method can adaptively adjust the diffusion degree according to the gradient distribution for different images to improve the visual quality. Experiments on JPEG compressed images and MPEG-4 compressed videos show that the proposed method can achieve consistent improvement in terms of subjective and objective quality measures.
Keywords :
data compression; gradient methods; image coding; video coding; JPEG compressed images; MPEG-4 compressed videos; coding artifact reduction; gradient distribution; histogram-driven anisotropic diffusion; image sequences; post-processing algorithm; video sequences; visual quality; Adaptive filters; Anisotropic magnetoresistance; Bit rate; Degradation; Filtering; Histograms; Image coding; Image restoration; Transform coding; Video compression;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1465565