粒子滤波在图像数据分析中的应用

Particle Filter and its Application in Image Data Analysis

摘要:

利用粒子滤波的估值计算,以电泳凝胶图像的数据分析为例,在不破坏原始数据的条件下,对被噪声和其它缺陷污染的蛋白点进行量化,实验证明粒子滤波算法可以快速有效地抑制干扰因素,恢复真实的数据特性。

Abstract:

Particle Filter(PF) is a resampling technique that estimates the unknown population distribution by sampling from the empirical distribution.Due to its adaptation to nonlinear and non-Gaussian space,this optimal estimation method is one of the most discus