A generic post-deblocking filter for block based image compression algorithms

被引:17
作者
Francisco, Nelson C. [1 ,2 ,3 ]
Rodrigues, Nuno M. M. [1 ,2 ]
da Silva, Eduardo A. B. [3 ,4 ]
de Faria, Sergio M. M. [1 ,2 ]
机构
[1] Inst Telecomunicacoes, P-2411901 Leiria, Portugal
[2] Inst Pol Leiria, ESTG, P-2411901 Leiria, Portugal
[3] Univ Fed Rio de Janeiro, PEE COPPE, BR-21945970 Rio De Janeiro, Brazil
[4] Univ Fed Rio de Janeiro, DEL Poli, BR-21945970 Rio De Janeiro, Brazil
关键词
Deblocking filter; Total variation; Image coding; Pattern matching; RECURRENT; REDUCTION;
D O I
10.1016/j.image.2012.05.005
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper we propose a new post-processing deblocking technique that is independent of the compression method used to encode the image. The development of this filter was motivated by the use of Multidimensional Multiscale Parser (MMP) algorithm, a generic lossy and lossless compression method. Since it employs an adaptive block size, it presents some impairments when using the deblocking techniques presented in the literature. This led us to the development of a new and more generic deblocking method, based on total variation and adaptive bilateral filtering. The proposed method was evaluated not only for still images, but also for video sequences, encoded using pattern matching and transform based compression methods. For all cases, both the objective and subjective quality of the reconstructed images were improved, showing the versatility of the proposed technique. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:985 / 997
页数:13
相关论文
共 23 条
[1]  
[Anonymous], 2001, VCEGM33 ITUT SG 16 Q
[2]  
[Anonymous], 2005, VERS 4 H 26 IN PRESS
[3]  
[Anonymous], 2010, INT C SIGN PROC COMM
[4]  
[Anonymous], 2012, VECTOR QUANTIZATION
[5]   Adaptive postfiltering of transform coefficients for the reduction of blocking artifacts [J].
Chen, T ;
Wu, HR ;
Qiu, B .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2001, 11 (05) :594-602
[6]  
Dai W, 2005, IEEE DATA COMPR CONF, P73
[7]   Multidimensional signal compression using multiscale recurrent patterns [J].
de Carvalho, MB ;
da Silva, EAB ;
Finamore, WA .
SIGNAL PROCESSING, 2002, 82 (11) :1559-1580
[8]  
Finamore W. A., 1994, Proceedings. 1994 IEEE International Symposium on Information Theory (Cat. No.94CH3467-8), DOI 10.1109/ISIT.1994.395030
[9]   Scanned Compound Document Encoding Using Multiscale Recurrent Patterns [J].
Francisco, Nelson C. ;
Rodrigues, Nuno M. M. ;
da Silva, Eduardo A. B. ;
de Carvalho, Murilo Bresciani ;
de Faria, Sergio M. M. ;
Silva, Vitor M. M. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 19 (10) :2712-2724
[10]  
Huang YM, 2007, IEEE IC COMP COM NET, P1137