使用可逆颜色变换的无损光场压缩

João M. Santos, P. Assunção, L. Cruz, Luis M. N. Tavora, R. Fonseca-Pinto, S. Faria
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引用次数: 10

摘要

光场采集和渲染的最新进展正在推动研究工作朝着更有效的方法来编码这种特殊类型的数据。光场图像压缩是至关重要的,不仅因为它的表示需要大量的数据,而且由于许多应用和计算摄影方法的质量要求。本文研究了光场无损编码中可逆颜色变换和可选数据排列的影响。实验结果表明,RCT可逆变换在所有数据排列和无损编码器中都能保持最高的压缩性能。特别是,当使用螺旋扫描顺序对子孔径图像堆栈进行编码时,MRP获得了最好的结果,平均达到6.41 bpp。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lossless light-field compression using reversible colour transformations
Recent advances in Light Field acquisition and rendering are pushing research efforts towards increasingly efficient methods to encode this particular type of data. Light Field image compression is of the utmost importance, not only due to the large amount of data required for its representation but also due to quality requirements of many applications and computational photography methods. This paper presents a research study about the impact of reversible colour transformations and alternative data arrangements in Light Field lossless coding. The experimental results indicate that the RCT reversible transform consistently achieves the highest compression performance across all data arrangements and lossless encoders. In particular, the best results are obtained with MRP when encoding the stack of sub-aperture images using a spiral scan order, achieving 6.41 bpp, on average.
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