Title :
An efficient, similarity-based error concealment method for block-based coded images
Author :
Ismaeil, Ismaeil ; Shirani, Shahram ; Kossentini, Faouzi ; Ward, Rabab
Author_Institution :
Dept. of Electr. & Comput. Eng., British Columbia Univ., Vancouver, BC, Canada
Abstract :
We propose an efficient, similarity-based error concealment method for block-based coded images. In a hierarchical matching procedure, the image is first searched at a lower resolution to find the best match of a layer of pixels around a missing block. Then, the search is performed on the full resolution image. A fast search algorithm which follows a diamond-shaped search area is employed in both resolutions. The missing block is replaced with the block connected to the layer that yields the best match. Moreover, the proposed matching criterion takes into account the geometrical structure extracted from the surrounding pixels of a lost block. The fast search matching method needs significantly less number of computations required by a full search matching method and achieves almost the same reconstruction quality
Keywords :
coding errors; computational complexity; data compression; image coding; image matching; image reconstruction; image resolution; search problems; block-based coded images; computational complexity reduction; diamond-shaped search area; efficient error concealment method; fast search algorithm; fast search matching method; full search matching method; geometrical structure; hierarchical matching procedure; image reconstruction quality; image resolution; pixels; similarity-based error concealment method; Bandwidth; Communication channels; Computer errors; Decoding; Image coding; Propagation losses; Resilience; Streaming media; Transform coding; Visual communication;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899415