This repository implements the use of Convolutional Neural Networks (CNNs) for performing the inverse Radon transform, offering improvements in noise resilience, image quality, and computational ...

This project demonstrates the application of Radon transform and its inverse for line filtering in images. The implementation uses a Gaussian padding technique to enhance specific angular components ...

Abstract: During the last decade, the inverse Radon transform (IRT) has become one of the prominent tools in radar signal processing. Although it was primarily defined to recover 2D cross-section from ...

Abstract: The micro-Doppler induced by micro-motion in radar target represents an important characteristic made available for target recognition, which is usually manifest a sinusoid in the ...

An alternative method to invert the Radon transforms without the use of Courant-Hilbert's identities has been proposed and developed independently from the space dimension. For the universal ...

The Radon transform is widely used in physical and life sciences, and one of its major applications is in medical X-ray computed tomography (CT), which is significantly important in disease screening ...

The discrete Radon transform (DRT) was defined by Abervuch as an analog of the continuous Radon transform for discrete data. Both the DRT and its inverse are computable in O(n(2) log n) operations for ...

ABSTRACT: Two new Compton Scatter Tomography modalities, which are aimed at imaging hidden structures in bulk matter for industrial non-destructive control (or testing) and for medical diagnostics are ...