Probabilistic Image Quality Assessment: An Economics Point of View

被引:1
|
作者
Zhai, Guangtao [1 ]
Zhang, Xiaoping [2 ]
机构
[1] Shanghai Jiao Tong Univ, Inst Image Commun & Informat Proc, Shanghai, Peoples R China
[2] Ryerson Univ, Dept Elect & Comp Engn, Toronto, ON, Canada
基金
中国国家自然科学基金;
关键词
Image quality assessment; Marginal utility; Diminishing returns; Expected Utility; Risk Aversion;
D O I
10.1109/ispacs48206.2019.8986227
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We analyze the problem of image quality assessment from economics point of view with two main arguments: 1) Visual contents is a kind of product (good/service) to be utilized by consumers and therefore the image quality assessment process can be modeled using the tools from economics, e.g the law of diminishing marginal utility/returns, the expected utility theory and the principle of risk aversion. 2) The subjective quality rating of a given visual signal is better depicted with a probability distribution than a deterministic value.
引用
收藏
页数:2
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