互信息在图像参数估计中的应用

2015 International Siberian Conference on Control and Communications (SIBCON) Pub Date : 2015-07-02 DOI:10.1109/SIBCON.2015.7147238

S. Voronov, I. Voronov, A. Tashlinskiy

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引用次数: 1

摘要

在循环图像参数估计过程中，互信息被认为是一个目标函数。分析了图像熵估计的不同方法。提出了一种以互信息为目标函数的随机梯度上升优化算法。

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On the use of mutual information in image parameters' estimation

Mutual information is considered as an objective function in recurrent image parameters' estimation procedures. Different approaches to image entropy estimation are analyzed. An optimization of stochastic gradient ascend algorithm using mutual information as the objective function is proposed.

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2015 International Siberian Conference on Control and Communications (SIBCON)

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