Title :
An edge-oriented spatial interpolation for consecutive block error concealment
Author :
Hsia, Shih-Chang
Author_Institution :
Dept. of Comput. & Commun. Eng., Nat. Kaohsiung First Univ. of Sci. & Technol., Taiwan
fDate :
6/1/2004 12:00:00 AM
Abstract :
The coding scheme is currently the most commonly used process of compressing image data. However, this process often results in very serious distortion in the decoded image if the bit-stream suffers from damages. In order to address this drawback, this letter aims to develop a new error concealment technique based on edge-oriented interpolation for still image or intra-frame correction. The first step involves finding the edge direction of a lost block by using one-dimensional matching techniques from two boundaries of neighboring blocks. Then, the error pixels are recovered by weighting linear interpolation along the estimated edge direction. Afterwards, the median filter is used to recover residual damaged-pixels. Simulations demonstrate that the important edge information can be significantly recovered, and also prove that this method performs better compared to other methods that use both subjective and objective measures.
Keywords :
data compression; edge detection; error correction codes; image coding; image matching; interpolation; median filters; 2D matching techniques; block error concealment; edge-oriented spatial interpolation; estimated edge direction; image coding; median filter; still image; weighting linear interpolation; Decoding; Distortion measurement; Error correction; Filters; Forward error correction; Image coding; Image edge detection; Interpolation; Nonlinear distortion; Performance evaluation; Edge-orient; error concealment; image coding; spatial interpolation;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2004.827916