A Compression Method for Arbitrary Precision Floating-Point Images

C. Manders, F. Farbiz, Steve Mann
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引用次数: 3

Abstract

The paper proposes a method of compressing floating-point images of arbitrary precision. The concept of floating point images is used frequently in such areas as high dynamic range imaging, where pixel data stored as 8 or 12-bit integers are insufficient. The compression scheme presented in the paper organizes the floating point data in a manner such that already existing compression algorithms such as JPEG or Zlib compression may be used once the data re-organization has taken place. The paper compares the result to a popular (but restrictive) form of image compression, openEXR, and shows significant gains over this format. Furthermore, the compression scheme presented is scalable to deal with floating point images of arbitrary precision.
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一种任意精度浮点图像的压缩方法
提出了一种任意精度浮点图像的压缩方法。浮点图像的概念经常用于高动态范围成像等领域,在这些领域中,存储为8位或12位整数的像素数据是不够的。本文提出的压缩方案以这样一种方式组织浮点数据,一旦数据重组发生,就可以使用现有的压缩算法,如JPEG或Zlib压缩。本文将结果与一种流行的(但有限制的)图像压缩形式openEXR进行了比较,并显示了这种格式的显著改进。此外,所提出的压缩方案具有可扩展性,可以处理任意精度的浮点图像。
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