Title :
Modified edge-oriented spatial interpolation for consecutive blocks error concealment
Author :
Chen, Jianle ; Liu, Jilin ; Wang, Xingguo ; Chen, Guobin
Author_Institution :
Dept. of Inf. & Electr. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
In this paper, a low-complexity spatial-domain error concealment algorithm is proposed for recovering consecutive blocks error in still images or intra-coded (I) frames of video sequences. The proposed algorithm works with the following steps. Firstly the Sobel operator is performed on the top and bottom adjacent pixels to detect the most likely edge direction of current block area. After that one-dimensional (1D) matching is used on the available block boundaries. Displacement between edge direction candidate and most likely edge direction is taken into consideration as an important factor to improve stability of ID boundary matching. Then the corrupted pixels are recovered by linear weighting interpolation along the estimated edge direction. Finally the interpolated values are merged to get last recovered picture. Simulation results demonstrate that the proposed algorithms obtain good subjective quality and higher PSNR than the methods in literatures for most images.
Keywords :
edge detection; image matching; image resolution; image sequences; interpolation; ID boundary matching; Sobel operator; adjacent pixels; available block boundaries; consecutive blocks error concealment; edge direction detection; edge direction estimation; edge-oriented spatial interpolation; intracoded frames; linear weighting interpolation; one-dimensional matching; spatial-domain error concealment algorithm; still images; video sequences; Bandwidth; Delay; Discrete cosine transforms; Image edge detection; Interpolation; PSNR; Propagation losses; Redundancy; Stability; Video sequences;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1530539