Hf. Sun et W. Kwok, CONCEALMENT OF DAMAGED BLOCK TRANSFORM CODED IMAGES USING PROJECTIONSONTO CONVEX-SETS, IEEE transactions on image processing, 4(4), 1995, pp. 470-477
An algorithm for lost signal restoration in block-based still image an
d video sequence coding is presented, Problems arising from imperfect
transmission of block-coded images result in lost blocks, The resultin
g image is flawed by the absence of square pixel regions that are nota
bly perceived by human vision, even in real-time video sequences, Erro
r concealment is aimed at masking the effect of missing blocks by use
of temporal or spatial interpolation to create a subjectively acceptab
le approximation to the true error-free image, This paper presents a s
patial interpolation algorithm that addresses concealment of lost imag
e blocks using only intra-frame information, It attempts to utilize sp
atially correlated edge information from a large local neighborhood of
surrounding pixels to restore missing blocks, The algorithm is a Gerc
hberg-type spatial domain/spectral domain constraint-satisfying iterat
ive process, and may be viewed as an alternating projections onto conv
ex sets method.