A. C. Miguel and E. A. Riskin,
"Protection of Regions of Interest Against
Data Loss in a Generalized Multiple
Description Framework", in Proceedings of the Data Compression Conference (DCC),
2000 (abstract only).
We present a simple and efficient scheme for protecting a region
of interest (ROI) in an image sent across lossy communication networks.
To increase the probability that the ROI is received with high quality,
we extend the unequal loss protection framework of MD-SPIHT by adding
more redundancy to the ROI than to other parts of the image. The
ROI is therefore heavily protected at the expense of lower protection in
the background. In addition, the ROI is coded to a higher
bit rate than the rest of the image. This method can be used for packet
erasure networks or in the generalized multiple description coding
framework.
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A. C. Miguel, A. E. Mohr, and
E. A. Riskin, "SPIHT for Generalized
Multiple Description Coding", in Proceedings of the International Conference on Image
Processing (ICIP), 1999.
We present a simple and efficient scheme for using the Set
Partitioning in Hierarchical Trees (SPIHT) image compression algorithm
in a generalized multiple description framework. To combat packet loss,
controlled amounts
of redundancy are added to the original data during the compression
process. Unequal loss protection is implemented by varying the
amount of redundancy with the importance of data. The algorithm achieves
graceful
degradation of image quality in the presence of increasing description
loss; high image quality is obtained even when over half of the descriptions
are lost.
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