Title : 
A new technique for high quality low bit-rate image sequence compression
         
        
            Author : 
Bartolini, Fabio ; Capellini, V. ; Mecocci, A.
         
        
            Author_Institution : 
Firenze Univ.
         
        
        
            fDate : 
27 Sep-1 Oct 1994
         
        
        
        
            Abstract : 
A system for coding image sequences is described. The system achieves a very high compression ratio so enabling video sequence transmission over low bit-rate channels. Image coding is obtained by motion estimation and compensation with a block-matching algorithm. Two techniques for coding the difference motion compensated image and the motion vector field, based on segmentation algorithms, are proposed. False motion vectors, common in conventional block-matching techniques, have been removed by means of thresholding and of a smoothing method. For smoothing, the vector field is modeled as a Gibbs/Markov random field. A mean compression ratio near to 100 and a PSNR always higher than 30 dB are obtained. Simulation results relative to different standard image sequences (namely Claire and CarPhone) are reported
         
        
            Keywords : 
Markov processes; block codes; data compression; image segmentation; image sequences; motion compensation; motion estimation; random processes; smoothing methods; video coding; videotelephony; Gibbs random field; Markov random field; block-matching algorithm; compression ratio; difference motion compensated image; false motion vectors; high quality low bit-rate image sequence compression; motion compensation; motion estimation; motion vector field; segmentation algorithms; smoothing method; thresholding; video sequence transmission; Change detection algorithms; ISDN; Image coding; Image edge detection; Image segmentation; Image sequences; Motion estimation; PSNR; Smoothing methods; Video sequences;
         
        
        
        
            Conference_Titel : 
Universal Personal Communications, 1994. Record., 1994 Third Annual International Conference on
         
        
            Conference_Location : 
San Diego, CA
         
        
            Print_ISBN : 
0-7803-1823-4
         
        
        
            DOI : 
10.1109/ICUPC.1994.383104