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Image Information in Digital Photography

机译:数码摄影中的图像信息

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摘要

Image formation is the process of computing or refining an image from both raw sensor data and prior information. A basic task of image formation is the extraction of the information contained in the sensor data. The information theory provides a mathematical framework to develop measures and algorithms in that process. Based on an information channel between the luminosity and composition of an image, we present three measures to quantify the saliency, specific information, and entanglement of this image associated with its luminance values and regions. The evaluation of these measures could be potentially used as a criterion to achieve more aesthetic or enhanced images.
机译:图像形成是从原始传感器数据和先验信息两者中计算或完善图像的过程。图像形成的基本任务是提取传感器数据中包含的信息。信息理论提供了一个数学框架,可以在该过程中开发度量和算法。基于图像的亮度和成分之间的信息通道,我们提出了三种措施来量化该图像的显着性,特定信息以及与亮度值和区域相关的纠缠。这些措施的评估可以潜在地用作获得更多美感或增强图像的标准。

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