Title :
A novel iterative approach for JPEG2000 error concealment
Author :
Atzori, Luigi ; Ginesu, Giaime ; Raccis, Alessio ; Giusto, Daniele D.
Author_Institution :
Dept. of Electr. & Electron. Eng., Cagliari Univ., Italy
fDate :
29 Sept.-1 Oct. 2004
Abstract :
In this paper, we address the problem of concealing high-frequencies errors at the lower decomposition levels in JPEG2000, by proposing a new approach based on the theory of projections onto convex sets. The error effects are masked by iteratively applying two important procedures: low-pass (LP) filtering in the spatial domain and restoration of the uncorrupted wavelet coefficients in the transform domain. It has been observed that a uniform LP filtering brought to some undesired side-effects that negatively compensated the advantages. This problem has been overcome by applying an adaptive solution exploiting an edge map to choose the optimal filter mask dimension. Simulation results demonstrated the efficiency of the proposed approach.
Keywords :
image restoration; iterative methods; low-pass filters; wavelet transforms; JPEG2000 error concealment; convex sets; edge map; high-frequency error concealment; iterative approach; low-pass filtering; lower decomposition level; optimal filter mask dimension; projection theory; spatial domain; transform domain; uncorrupted wavelet coefficient; Adaptive filters; Discrete wavelet transforms; Filtering; Frequency; Image coding; Image restoration; Iterative methods; Low pass filters; Streaming media; Transform coding;
Conference_Titel :
Multimedia Signal Processing, 2004 IEEE 6th Workshop on
Print_ISBN :
0-7803-8578-0
DOI :
10.1109/MMSP.2004.1436548