A simple algorithm for the reduction of blocking artifacts in images and its implementation

被引:25
作者
Castagno, R [1 ]
Marsi, S
Ramponi, G
机构
[1] Swiss Fed Inst Technol, Signal Proc Lab, CH-1015 Lausanne, Switzerland
[2] Univ Trieste, Dept Elettrotecn Elettr & Informat, Trieste, Italy
关键词
D O I
10.1109/30.713235
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 a simple but effective operator for the reduction of blocking artifacts is presented, together with a simple hardware implementation. The method is based on the Rational Filter approach: the operator is expressed as a ratio between a linear and a polynomial function of the input data. Such filters proved to outperform other conventional methods in other applications, such as noise smoothing [1], thanks to their capability of adapting gradually to the local image characteristics. The filter is capable of biasing its behaviour in order to achieve good performance both in uniform areas, where linear smoothing is needed, and in textured zones; where nonlinear and directional filtering is required. A detector of activity is embedded in the expression of the operator itself so that the biasing of the behaviour of the filter is smooth and not based on fixed thresholds. A solution for the hardware implementation of the scheme is presented in detail. Despite the simplifications imposed by the hardware design, the filter retains the same efficiency as the original algorithm.
引用
收藏
页码:1062 / 1070
页数:9
相关论文
共 11 条
[1]  
CHOUAND J, 1998, SIGNAL PROCESSING LE, V5, P33
[2]  
Jain A., 1989, FUNDAMENTAL DIGITAL
[3]   ADAPTIVE POSTPROCESSOR FOR BLOCK ENCODED IMAGES [J].
KUO, CJ ;
HSIEH, RJ .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1995, 5 (04) :298-304
[4]   Perceptual quality measure using a spatio-temporal model of the human visual system [J].
Lambrecht, CJV ;
Verscheure, O .
DIGITAL VIDEO COMPRESSION: ALGORITHMS AND TECHNOLOGIES 1996, 1996, 2668 :450-461
[5]  
PAEK H, 1995, P INT C IM PROC ICIP, V3, P208
[6]   JPEG dequantization array for regularized decompression [J].
Prost, R ;
Ding, Y ;
Baskurt, A .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (06) :883-888
[7]   NONLINEAR SPACE-VARIANT POSTPROCESSING OF BLOCK CODED IMAGES [J].
RAMAMURTHI, B ;
GERSHO, A .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1986, 34 (05) :1258-1268
[8]   The rational filter for image smoothing [J].
Ramponi, G .
IEEE SIGNAL PROCESSING LETTERS, 1996, 3 (03) :63-65
[9]  
RAMPONI G, 1995, P INT C IM PROC ICIP, V1, P151
[10]   A deblocking algorithm for JPEG compressed images using overcomplete wavelet representations [J].
Xiong, ZX ;
Orchard, MT ;
Zhang, YQ .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (02) :433-437