論文

査読有り 責任著者
2019年5月

Redefined block-lifting-based filter banks with efficient reversible nonexpansive convolution

IEEE Transactions on Circuits and Systems for Video Technology
  • Suzuki, Taizo
  • ,
  • Tanaka, Naoki
  • ,
  • Kudo, Hiroyuki

29
5
開始ページ
1438
終了ページ
1447
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.1109/TCSVT.2018.2849101
出版者・発行元
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

This paper redefines a block-lifting structure of M-channel (M is an element of N, M >= 2) filter banks and proposes an efficient reversible nonexpansive convolution at the boundaries for lossy-to-lossless image coding. The previous studies left two problems. One is that the conventional lifting-based filter banks (FBs) are restricted to having equal analysis/synthesis filter lengths. We derive block-lifting-based FBs (BLFBs) with not only equal analysis/synthesis filter lengths but also the longer synthesis filter lengths than those of the analysis banks. The other problem is that the conventional lifting-based FBs without the linear-phase property, such as BLFBs, cannot implement the conventional smooth nonexpansive convolution at the boundaries because of the rounding error in each lifting. We solve the boundary problem by using an efficient reversible nonexpansive convolution derived from a nonexpansive convolution for nonlinear-phase FBs with paraunitariness. We show that the redefined BLFBs with the efficient reversible nonexpansive convolution perform well at lossy-to-lossless image coding.

リンク情報
DOI
https://doi.org/10.1109/TCSVT.2018.2849101
ID情報
  • DOI : 10.1109/TCSVT.2018.2849101
  • ISSN : 1051-8215

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