Title : 
JPEG-compliant image coding with adaptive pre-/post-filtering
         
        
            Author : 
Liu, Lijie ; Dai, Wei ; Tran, Trac D.
         
        
            Author_Institution : 
Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD
         
        
        
        
        
            Abstract : 
In this paper we propose an image coding scheme with adaptive pre-/post-filtering which produces a fully compliant JPEG bitstream. The basic idea is to introduce pre-filtering to improve the coding performance and post-filtering to reduce JPEG blocking artifacts. The adaptivity of the pre-/post-filters is achieved by varying their filter supports based on two criteria: rate-distortion optimization (RD-opt) and over-/under-flow. Experiments show that despite keeping intact JPEG baseline coding, our proposed coding scheme with these two criteria can improve not only the objective quality (0.3-1.5 dB PSNR gain), but also yield superior visual quality by preserving edge details and mitigating blocking artifacts. Our proposed algorithm is competitive with state-of-the-art deblocking algorithms
         
        
            Keywords : 
adaptive filters; block codes; data compression; image coding; rate distortion theory; JPEG baseline coding; adaptive post-filtering; adaptive pre-filtering; block coding; image coding; rate-distortion optimization; Bit rate; Block codes; Decoding; Discrete cosine transforms; Hardware; Image coding; Image reconstruction; Robustness; Transform coding; Video compression;
         
        
        
        
            Conference_Titel : 
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
         
        
            Conference_Location : 
Island of Kos
         
        
            Print_ISBN : 
0-7803-9389-9
         
        
        
            DOI : 
10.1109/ISCAS.2006.1692959