Title :
Directional multiple description scheme for still images
Author :
Olmo, Gabriella ; Tillo, Tammam
Author_Institution :
Dept. of Electron., Politecnico di Torino, Italy
Abstract :
Multiple description coding of images can be implemented by means of simple splitting of the pixels into subsets. This can be realized via a pre- and post-processing to most standards for image communications, with obvious advantages. Unfortunately, this method suffers from high side distortion when only one description is received. In order to overcome this limitation, and to achieve better control of the central versus side distortion trade off, a method has been proposed which expands the image by zero padding in the two-dimensional DCT domain. However, the computational complexity of the preand post processing stages turns out to be considerable. In this paper, we propose a novel method based on one dimensional (either horizontal or vertical) image expansion; this technique allows for a better exploitation of the spatial data structures, and achieves a better estimation of lost descriptions. Simulation results show a noticeable performance improvement of the proposed method with respect to other zero padding techniques, in terms of both rate/distortion and computational complexity.
Keywords :
computational complexity; decoding; discrete cosine transforms; image coding; transform coding; central versus side distortion tradeoff; computational complexity; decoding procedure; directional multiple description scheme; image compression; inverse DCT; multiple description coding; one dimensional image expansion; pixels splitting; spatial data structures; still images; zero padding; Centralized control; Communication standards; Communication system control; Computational complexity; Computational modeling; Data structures; Discrete cosine transforms; Image coding; Image communication; Pixel;
Conference_Titel :
Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International Conference on
Print_ISBN :
0-7803-8163-7
DOI :
10.1109/ICECS.2003.1301929