DocumentCode
1916970
Title
Progressive Side Information Refinement with Non-local Means Based Denoising Process for Wyner-Ziv Video Coding
Author
Shen, Yun-Chung ; Wang, Pin-Shiang ; WU, JA-LING
Author_Institution
Grad. Inst. of Networking & Multimedia, Nat. Taiwan Univ., Taipei, Taiwan
fYear
2012
fDate
10-12 April 2012
Firstpage
219
Lastpage
226
Abstract
On the basis of a non-local means denosing process, a novel progressive side information refinement framework for a transform domain Wyner-Ziv video codec is proposed, where the side information is progressively improved, as the decoding proceeds, by exploring both temporal-spatial similarities and already decoded DCT bands. Simulation results show up to 2.5dB in RD performance gain against that of the same codec without including the proposed side information refinement framework for sequences with high motion and/or large group-of-picture sizes. Moreover, the proposed framework adds no significant complexity to the decoder, and even results in a decoding speed-up due to the less required error correcting iterations, for most of the test sequences.
Keywords
decoding; discrete cosine transforms; image denoising; iterative methods; video coding; RD performance gain; decoding speed-up; discrete cosine transforms; error correcting iterations; gain 2.5 dB; group-of-picture sizes; nonlocal means based denoising; progressive side information refinement; temporal-spatial similarities; transform domain Wyner-Ziv video codec; Decoding; Discrete cosine transforms; Encoding; Noise; Noise reduction; Silicon; Video coding; DVC; Non-Local Means; Side Information; Wyner-Ziv Video Coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference (DCC), 2012
Conference_Location
Snowbird, UT
ISSN
1068-0314
Print_ISBN
978-1-4673-0715-4
Type
conf
DOI
10.1109/DCC.2012.29
Filename
6189253
Link To Document