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Wavelet-Based Lossless Compression Scheme with Progressive Transmission Capability

机译:具有渐进传输能力的基于小波的无损压缩方案

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Lossless image compression with progressive transmis- sion capabilities plays a key role in measurement applications, requir- ing quantitative analysis and involving large sets of images. This work proposes a wavelet-based compression scheme that is able to op- erate in the lossless mode. The quantization module implements a new technique for the coding of the wavelet coefficients that is more effective than the classical zerotree coding. The experimental results obtained on a set of multimodal medical images show that the pro- posed algorithm outperforms the embedded zerotree coder com- bined with the integer wavelet transform by 0.28 bpp, the set-parti- tioning coder by 0.1 bpp, and the lossless JPEG coder by 0.6 bpp.
机译:具有渐进传输功能的无损图像压缩在测量应用,要求定量分析和涉及大量图像中起着关键作用。这项工作提出了一种基于小波的压缩方案,该方案能够在无损模式下运行。量化模块实现了一种新的小波系数编码技术,该技术比传统的零树编码更有效。在一组多峰医学图像上获得的实验结果表明,所提出的算法的性能优于嵌入式零树编码器,0.28 bpp的整数小波变换,0.1 bpp的集合分割编码器以及无损JPEG。编码器0.6 bpp。

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