具有轻松上下文更新的JPEG-LS的内存高效并行化

S. Wahl, Zhe Wang, Chensheng Qiu, M. Wróblewski, L. Rockstroh, S. Simon
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引用次数: 6

摘要

许多最先进的无损图像压缩标准具有自适应误差建模。然而,这导致压缩方案的数据依赖循环,使得相邻像素的并行压缩是不可能的。在本文中,我们提出通过延迟更新过程来放松JPEG-LS的上下文更新,以便在对压缩比影响可以忽略不计的情况下获得保证的并行度。考虑了包括运行模式在内的JPEG-LS的无损模式。提供了一种解码方案,该方案生成的比特流保留了解码器以一致的方式模拟预测所需的顺序。从某种意义上说,该系统是内存高效的,不需要为大型上下文集提供额外的内存。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Memory-efficient parallelization of JPEG-LS with relaxed context update
Many state-of-the-art lossless image compression standards feature adaptive error modelling. This, however, leads to data dependency loops of the compression scheme such that a parallel compression of neighboring pixels is not possible. In this paper, we propose a relaxation to the context update of JPEG-LS by delaying the update procedure, in order to achieve a guaranteed degree of parallelism with a negligible effect on the compression ratio. The lossless mode of JPEG-LS including the run-mode is considered. A descewing scheme is provided generating a bit-stream that preserves the order needed for the decoder to mimic the prediction in a consistent way. This system is memory efficient in a sense that no additional memory for the large context-set is needed.
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