A novel error concealment procedure is presented for recovering the lost ma
croblock while decoding an erroneous MPEG-2 bitstream. The proposed weighte
d boundary matching algorithm (WBMA) refines the conventional boundary matc
hing algorithm. Different from the conventional BMAs, the boundary pixels o
f a lost macroblock are compared with those of the previous picture located
in the same position. The weighting coefficients are also adaptively adjus
ted to work robustly in either smooth or abruptly-changing regions. Experim
ental results show that the proposed algorithm outperforms the conventional
algorithms, especially for the interlaced sequences having large motion or
complicated textures. (C) 1999 Published by Elsevier Science B.V. All righ
ts reserved.