P2F-5 Statistical Modeling of the Radio-Frequency Signal in Echocardiographic Images Using Modified K-Distribution and Generalized Generalized Gaussian Distribution

Abstract

We study in this work the statistics of the radio frequency (RF) signal for both fully and partially developed speckle in echocardiographic images in the context of image segmentation and classification. From physical image formation model, we first derive the probability density function (pdf) of the RF signal using the K distribution framework. We then… (More)

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