Logistic Regression Application to Image Reconstruction in UST

摘要

The problem of image reconstruction in ultrasonic tomography (UST) consists in both performing measurements using a set of sensors and creating of reconstruction based on these measurements. The image reconstruction requires accurate modeling of area, which presents field of view. To determine the inclusion in analyzed area the logistic regression has been applied. Additionally to select the predictors in logistic regression the elasticnet method has been used.