Reconstruction of baseline JPEG coded images in error prone environments

Citation
S. Shirani et al., Reconstruction of baseline JPEG coded images in error prone environments, IEEE IM PR, 9(7), 2000, pp. 1292-1299
Citations number
8
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
ISSN journal
10577149 → ACNP
Volume
9
Issue
7
Year of publication
2000
Pages
1292 - 1299
Database
ISI
SICI code
1057-7149(200007)9:7<1292:ROBJCI>2.0.ZU;2-N
Abstract
In this paper, a two-stage method for the reconstruction of missing data in the transmission of baseline JPEG coded images in error prone environments is proposed. In the first stage, we estimate the values of the missing de coefficients. As effects of errors in estimating the missing de: values wil l appear as a number of stripes across the image, a technique for removing such stripes is also developed. In the second stage, the data of missing bl ocks is reconstructed by exploiting the correlation between adjacent blocks . Simulation results indicate that our reconstruction method performs very well. The typo key contributions of our method are that it does not assume nondifferential encoding of the de coefficients, and that it performs well in the reconstruction of diagonal edges.