Shannon information and ROC analysis in imaging
نویسندگان
چکیده
منابع مشابه
Shannon number and information capacity of three-dimensional integral imaging.
Integral imaging systems performance has been previously investigated with regard to different parameters such as lateral resolution, field of view, and depth of view. Those parameters are linked to one another, and, since the information capacity of an integral imaging system is finite, there are always trade-offs among them. We use the Shannon number and information capacity limit as figures ...
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We compare the elementary theories of Shannon information and Kolmogorov complexity, the extent to which they have a common purpose, and where they are fundamentally different. We discuss and relate the basic notions of both theories: Shannon entropy versus Kolmogorov complexity, the relation of both to universal coding, Shannon mutual information versus Kolmogorov (‘algorithmic’) mutual inform...
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ژورنال
عنوان ژورنال: Journal of the Optical Society of America A
سال: 2015
ISSN: 1084-7529,1520-8532
DOI: 10.1364/josaa.32.001288