Hemminger B M, Johnston R E, Rolland J P, Muller K E
Department of Radiology, University of North Carolina at Chapel Hill 27599-7510, USA.
J Digit Imaging. 1995 Feb;8(1):21-34. doi: 10.1007/BF03168052.
The perceptual linearization of video display systems should play a significant role in medical image presentation. It maximizes the faithfulness of information transfer to the human observer; it provides a method for standardizing the appearance of images across different display devices; and it allows for calculation of the inherent contrast resolution of different display devices. This paper provides insight into the process of perceptual linearization by decomposing it into the digital driving level-to-monitor luminance relationship, the monitor luminance-to-human brightness perception relationship, and the construction of a linearization function derived from these two relationships. A discussion of previous work in these areas is given. We then compare and contrast the results of previous work with recent experiments in our laboratory and related work in vision and computer science. We conclude that (1) sufficiently good visual models exist for agreeing on a standard method of calculating the perceptual linearization function; (2) improvements in the resolution and luminance distribution of the digital-to-analog circuitry in display systems are required for medical imaging; and (3), methods for calculating a linearization remapping from a perceptual linearization function currently have significant error and should be replaced with methods that minimize perceptual error.
视频显示系统的感知线性化在医学图像呈现中应发挥重要作用。它能最大限度地提高信息传递给人类观察者的忠实度;提供一种使不同显示设备上图像外观标准化的方法;并能计算不同显示设备的固有对比度分辨率。本文通过将感知线性化分解为数字驱动电平与显示器亮度的关系、显示器亮度与人类亮度感知的关系以及从这两种关系导出的线性化函数的构建,深入探讨了感知线性化的过程。文中给出了这些领域先前工作的讨论。然后,我们将先前工作的结果与我们实验室最近的实验结果以及视觉和计算机科学领域的相关工作进行比较和对比。我们得出以下结论:(1)存在足够好的视觉模型,可就计算感知线性化函数的标准方法达成一致;(2)医学成像需要提高显示系统中数模电路的分辨率和亮度分布;(3)目前从感知线性化函数计算线性化重映射的方法存在显著误差,应被能使感知误差最小化的方法所取代。