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Section 10.4.  Simulation  Results                            245


                                      QSIF Foreman at 24 kbits/s
                      28
                                                              TR
                                                              AV
                      27                                      BM
                                                              MFI
                                                              BM-MFI
                      26
                      25
                     PSNR (dB)   24


                      23

                      22

                      21
                      20
                      10 –4                                        10 –3
                                            BER
            Figure  10.9:  Comparison  between  di,erent  temporal  concealment  techniques  when  applied  to
            QSIF  FOREMAN.  The  sequence  was  H.263  encoded  at  24 kbits=s  and  then  corrupted  with  a  range
            of  bit error rates


            represents  the  PSNR  of  the  three  components  together  with  a  4:2:0  subsam-
            pling.  Again,  the  best  performance  in  each  case  was  achieved  by  BM-MFI,
            followed by MFI. For example, for the TABLE  TENNIS  sequence, MFI provides
            improvements of 0:27 dB, 0:54 dB, and 0:31 dB over BM, AV, and TR, respec-
            tively,  whereas  BM-MFI  provides  a  further  0:24 dB  improvement  over  MFI.
            This corresponds to improvements of about 0:51 dB, 0:78 dB, and 0:55 dB over
            BM, AV, and TR, respectively.
               Figure  10.9  shows  the  performance  of  the  $ve  techniques  when  used  to
            conceal  the  24 kbits=s  QSIF  FOREMAN  sequence  corrupted  with  BERs  in  the
            range 10 −4   to 10 −3 . At low BERs the di,erences between the techniques are
            small.  However,  as  the  BER  increases,  the  techniques  split  into  three  perfor-
            mance  levels.  The  lowest  level  includes  TR  and  AV,  the  next  level  includes
            BM and MFI, and the highest  level includes  BM-MFI.
               Figure 10.10 shows a frame of the 24 kbits=s QSIF FOREMAN  corrupted with
            a  BER  of  10 −3   and  then  decoded  and  concealed  using  BM  and  BM-MFI.
            The  superior  performance  of  the  BM-MFI  technique  is  immediately  evident,
            especially at the eyes  and the edges  of  the face.
               It  is  worth  noting  here  that  at  a  BER  of  10 −3 ,  the  PSNRs  of  the  con-
            cealed  sequences  drop  by  about  5–9 dB  compared  to  the  error-free  values,
            and  the  subjective  quality  may  not  be  acceptable.  A  close  inspection  of  the
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