Title :
A pel adaptive reduction of coding artifacts for MPEG video signals
Author :
Nakajima, Yasuyuki ; Hori, Hironao ; Kanoh, Tamotsu
Author_Institution :
Visual Commun. Group, KDD Kamifukuoka R&D Labs., Saitama, Japan
Abstract :
Proposes a pel adaptive image restoration algorithm for coded video signals, where ringing effects near sharp edges are smoothed out and blocking effects are removed without blurring edges at the decoder. The basic idea in this algorithm is that noise in block coded images is estimated from local statistics of image and quantization information and that each pixel data is estimated adaptively using linear least mean square error method. Since local mean and local variance for each pixel are the main calculation in the proposed algorithm, it is readily adaptable to real-time image processing. The simulation examples of processed images coded by MPEG are presented to demonstrate that a significant improvement in subjective quality has been achieved
Keywords :
adaptive estimation; adaptive signal processing; block codes; coding errors; image restoration; interference suppression; least mean squares methods; video coding; MPEG video signals; block coded images; blocking effects; blurring edges; coding artifacts; decoder; image restoration algorithm; linear least mean square error method; local statistics; pel adaptive reduction; quantization; real-time image processing; ringing effects; sharp edges; subjective quality; Decoding; Degradation; Error analysis; Image coding; Image reconstruction; Image restoration; Pixel; Quantization; Transform coding; Video compression;
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
DOI :
10.1109/ICIP.1994.413491