Title :
A simple algorithm for removing blocking artifacts in block-transform coded images
Author :
Chou, Jim ; Crouse, Matthew ; Ramchandran, Kannan
Author_Institution :
Syst. Eng., TRW Inc., Redondo Beach, CA, USA
Abstract :
Despite their widespread popularity, the JPEG and MPEG compression standards can lead to noticeable “blocking” artifacts-artifical rectangular discontinuities in the decoded image. Powerful postprocessing algorithms have been developed to remove blocking artifacts without destroying key image information. However, all but the simplest algorithms can be too complex for real-time applications such as video and still image decoding. We introduce a fast, easy-to-implement algorithm that removes blockiness by performing a simple nonlinear smoothing of pixels. This approach significantly improves visual quality and achieves subjective and objective (PSNR) gains that are competitive with the best deblocking algorithms reported in the literature at much reduced computational complexity
Keywords :
computational complexity; data compression; decoding; image coding; image enhancement; interference suppression; smoothing methods; transform coding; video coding; JPEG compression standards; MPEG compression standards; artifical rectangular discontinuities; block-transform coded images; blocking artifacts; computational complexity; decoded image; nonlinear smoothing; objective gains; postprocessing algorithms; real-time applications; still image decoding; subjective gains; video decoding; visual quality; Degradation; Discrete cosine transforms; Frequency estimation; Image coding; Image quality; Maximum likelihood decoding; Maximum likelihood estimation; Quantization; Smoothing methods; Transform coding;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.723505