Title :
Removing of blocking artefacts using error-compensation interpolation and fast adaptive spatial-varying filtering
Author :
Yu, Andy Chia-woo ; Au, Oscar C. ; Zeng, Bing
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., China
Abstract :
In this paper, we propose a very effective method for removing blocking artefacts that are typically introduced by a block-based coding. The method combines an error-compensation interpolation and an adaptive spatial-varying filtering (SVF). Without destroying most key image information, the proposed method uses different filtering processes based on a simple region classification. It is observed that, compared with the coded image, this proposed scheme not only increases the resulting PSNR, but also significantly improves the visual quality. In addition, the gains (subjective and objective) that are achieved with our method are comparable to or slightly better than several other de-blocking schemes recently reported in literatures.
Keywords :
adaptive filters; block codes; data compression; error compensation; image classification; image coding; interpolation; PSNR; adaptive spatial-varying filtering; block-based coding; blocking artefacts; de-blocking schemes; error-compensation interpolation; filtering processes; image compression; region classification; visual quality; Adaptive filters; Discrete cosine transforms; Filtering; Image coding; Image edge detection; Image enhancement; Image reconstruction; Interpolation; Low pass filters; Transform coding;
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN :
0-7803-7448-7
DOI :
10.1109/ISCAS.2002.1010685