DocumentCode :
1833263
Title :
Low bit rate video sequence coding artifact removal
Author :
Yang, S. ; Kittitornkun, S. ; Hu, Y.-H. ; Nguyen, Truong Q. ; Tull, D.L.
Author_Institution :
Digital Media Res. Center, Samsung Electron. Co Ltd, South Korea
fYear :
2001
fDate :
2001
Firstpage :
53
Lastpage :
58
Abstract :
The picture quality of video frames encoded at very low-bit rates often suffers from both blocking and ringing artifacts. We present two post-processing methods to mitigate the visual quality degradation caused by these artifacts. To reduce the blocking artifact of decoded images, we substitute IDCT for the lapped orthogonal transform embedded inverse discrete cosine transform (le-IDCT). On the other hand, we post-process the decoded video frames using a nonlinear robust filter to reduce the ringing artifact. Extensive simulation results indicated significant improvement in both objective and subjective visual qualities. The computation overhead incurred due to these quality enhancement operations is quite moderate, and can be easily optimized to achieve real-time operation
Keywords :
data compression; discrete cosine transforms; filtering theory; image enhancement; image sequences; inverse problems; nonlinear filters; transform coding; video coding; IDCT; blocking artifact; coding artifact removal; computation overhead; decoded images; inverse discrete cosine transform; lapped orthogonal transform; le-IDCT; low bit rate video sequence coding; nonlinear robust filter; objective visual quality; picture quality enhancement; post-processing methods; real-time operation; ringing artifact; simulation results; subjective visual quality; video frames; video sequence compression standards; visual quality degradation; Bit rate; Discrete cosine transforms; Discrete transforms; Frequency response; Iterative algorithms; Iterative decoding; Maximum likelihood decoding; Maximum likelihood estimation; Nonlinear filters; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Signal Processing, 2001 IEEE Fourth Workshop on
Conference_Location :
Cannes
Print_ISBN :
0-7803-7025-2
Type :
conf
DOI :
10.1109/MMSP.2001.962711
Filename :
962711
Link To Document :
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