Title :
Post-processing for real-time quality enhancement of MPEG-coded video sequences
Author :
Atzori, L. ; De Natale, F.G.B. ; Granelli, F.
Author_Institution :
DIEE, Cagliari Univ., Italy
Abstract :
In this paper, a novel adaptive spatial-variant FIR filter is proposed for the reduction of compression artifacts in MPEG coding. The selection of the appropriate filtering kernel is performed by a classification of the processed regions based both upon the distribution of the energy among the transform coefficients and on the distance from edge pixels, extracted with the Sobel operator. Experimental results show that the proposed algorithm outperforms existing enhancement approaches, especially when constraints on low-complexity and real-time processing are compelling
Keywords :
FIR filters; image sequences; real-time systems; video coding; MPEG-coded video sequences; Sobel operator; adaptive spatial-variant FIR filter; compression artifact reduction; edge pixels; energy distribution; filtering kernel; low-complexity processing; post-processing; real-time processing; real-time quality enhancement; transform coefficients; Computational complexity; Filtering; Finite impulse response filter; Image coding; Iterative algorithms; Noise reduction; Quantization; Smoothing methods; Transform coding; Video sequences;
Conference_Titel :
Multimedia and Expo, 2000. ICME 2000. 2000 IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-6536-4
DOI :
10.1109/ICME.2000.871522