원문정보
초록
영어
This paper deals with the problem of multispectral image compression. In particular, we propose to substitute the built-in JPEG 2000 wavelet transform by an adequate multiresolution analysis that we devise within the Lifting-Scheme framework. We compare the proposed method to the classical wavelet transform within both multi-2D and full-3D compression strategies. The two strategies are combined with a PCA decorrelation stage to optimize their performance. For a consistent evaluation, we use a framework gathering four families of metrics including the largely used PSNR. Good results have been obtained showing the appropriateness of the proposed approach especially for images with large dimensions.
목차
1. Introduction
2. Proposed multiresolution analysis
3. Experiments and results
3.1. Data and experiments
3.2. Compression evaluation frameworks
3.3. Results and discussion
4. Conclusion
References