The Radon and Fourier Transforms: the Mathematics of X-rays and Ct-scans
نویسنده
چکیده
These notes provide an introduction to the mathematics used in medical imaging. In Section 6 we review the basics of calculus and multivariable calculus. In Section 2 we introduce Fourier Series, which is a premonition for the introduction of the Fourier Transform in Section 3. Finally, we will treat the mathematics of CT-Scans with the introduction of the Radon Transform in Section 4. Section 8 describes the notation used throughout, with a Bibliography appearing afterwards. For an excellent and thorough treatment of these topics, see [SS]. Below, there will be a lot of “transforms” discussed below. What exactly is a transform? Well, it is quite simple. You take a function, and then you transform it into another function. In all, calculus (in its modern form) was discovered over 300 years ago. Fourier series have been around for over 200 years. The Radon Transform was discovered around 100 years ago. Imagine what has happened since then.
منابع مشابه
Validation of computed tomography-based attenuation correction of deviation between theoretical and actual values for four computed tomography scanners
Objective: In this study, we aimed to validate the accuracy of computed tomography-based attenuation correction (CTAC) using the bilinear scaling method.Methods: The measured attenuation coefficient (μm) was compared to a theoretical attenuation coefficient (μt ) using four different CT scanners and an RMI 467 phantom. The effective energy of the CT beam X-rays was calculated, using the aluminu...
متن کاملA tensor product approach to the abstract partial fourier transforms over semi-direct product groups
In this article, by using a partial on locally compact semi-direct product groups, we present a compatible extension of the Fourier transform. As a consequence, we extend the fundamental theorems of Abelian Fourier transform to non-Abelian case.
متن کاملCombining the Radon, Markov, and Stieltjes Transforms for Object Reconstruction
In shape reconstruction, the celebrated Fourier slice theorem plays an essential role. By virtue of the relation between the Radon transform, the Fourier transform and the 2-dimensional inverse Fourier transform, the shape of an object can be reconstructed from the knowledge of the object’s Radon transform. Unfortunately, a discrete implementation requires the use of interpolation techniques, s...
متن کاملA New Approach to the Reconstruction of Images from Radon Projections
A new approach is proposed for reconstruction of images from Radon projections. Based on Fourier expansions in orthogonal polynomials of two and three variables, instead of Fourier transforms, the approach provides a new algorithm for the computed tomography. The convergence of the algorithm is established under mild assumptions.
متن کاملReduced-Dose Patient to Baseline CT Rigid Registration in 3D Radon Space
We present a new method for rigid registration of CT scans in Radon space. The inputs are the two 3D Radon transforms of the CT scans, one densely sampled and the other sparsely sampled. The output s the rigid transformation that best matches them. The algorithm starts by finding the best matching between each direction vector in the sparse transform and the corresponding direction vector in th...
متن کامل