DocumentCode
2386873
Title
A new post-filtering technique for block-based transform coded images
Author
Suthaharan, Shan ; Wu, H.R. ; Yuen, Michael
Author_Institution
School of Comput. & Inf. Technol., Monash Univ., Clayton, Vic., Australia
Volume
2
fYear
1996
fDate
26-29 Nov 1996
Firstpage
702
Abstract
The two-dimensional discrete cosine transform (DCT) is probably the most popular transform in image and video coding systems as it achieves very high compression ratio for fast implementation. Various still digital image and video compression algorithms using this block-based transform coding method cause the artifacts, called the blocking, in the reconstructed images of a video sequence. This artifact is more prominent at low-bit rates. A new eight-neighbour symmetric post-filtering technique is introduced in this paper to reduce the widely known blocking effect which is commonly found in the reconstructed images of block-based transform coding schemes. In this technique, the weights of the eight neighbouring pixels of the pixel of interest are determined by the modified Lagrange´s interpolation algorithm. The proposed technique reduces the blocking effect while maintaining the sharpness of the reconstructed image. The results obtained by the proposed technique are compared in this paper with the results obtained by several well known eight neighbour low-pass filters such as Reeve and Lim´s method, the Laplacian eight neighbour accounting filter (LENAF), the Laplacian four neighbour filter with + form, the Laplacian four neighbour filter with x form and a two neighbour filtering method. These comparisons will be conducted with the following measures: peak signal-to-noise ratio (PSNR), block-edge impairment metric and subjective quality evaluation
Keywords
data compression; discrete cosine transforms; filtering theory; image coding; image reconstruction; image sequences; interpolation; transform coding; video coding; DCT; Lagrange´s interpolation algorithm; Laplacian eight neighbour accounting filter; Laplacian four neighbour filter; PSNR; artifacts; block-based transform coding; block-edge impairment metric; blocking effect reduction; eight neighbour low-pass filters; eight-neighbour symmetric post-filtering technique; image coding; image sharpness; peak signal-to-noise ratio; reconstructed images; still digital image compression; subjective quality evaluation; two neighbour filtering method; two-dimensional discrete cosine transform; video coding; video compression algorithms; video sequence; Digital images; Discrete cosine transforms; Discrete transforms; Image coding; Image reconstruction; Laplace equations; Low pass filters; PSNR; Transform coding; Video coding;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON '96. Proceedings., 1996 IEEE TENCON. Digital Signal Processing Applications
Conference_Location
Perth, WA
Print_ISBN
0-7803-3679-8
Type
conf
DOI
10.1109/TENCON.1996.608429
Filename
608429
Link To Document