Transformation of the volumetric data acquired through computerized tomography to three dimensional image by processing
Is this your thesis?
This record came from a bulk archive import. If it’s yours, link it to your profile.
Abstract (EN)
Medical imaging techniques are widely used in the diagnosis and treatment processes in medicine. Hence, investigation and improvement of these techniques are very important in medicine and engineering fields.In this study, medical image reconstruction methods have been investigated, and some applications have been performed on the data acquired with computerized tomography as one of the medical imaging techniques. In the first stage, sinogram data (tomographic data) of tomographic images were obtained by using Radon Transform. In the second stage which is the main purpose of the study, for reconstructing these images, four different methods have been modeled in Matlab environment and using these models the images were reconstructed. The methods used in this study are as follows: i) filtered backprojection algorithm (FBP), ii) fan beam backprojection (FBBP) algorithm, iii) algebraic reconstruction techniques (ART), iv) simultaneous algebraic reconstruction technique (SART).The images acquired through these reconstruction algorithms have been compared and evaluated from the image quality and reconstruction time point of view. It was observed that the quality of images obtained via iterative methods are superior compared to direct methods, but deserve some problems due to reconstruction time and large scale image matrices.Then, the reconstruction algorithms have been modified, and applied to 34 tomographic sparse images. Using ?Volume Visualization? algorithm three dimensional images have been obtained and are qualitatively compared. The three dimensional images obtained via SART and FBP algorithms were better compared to other images.
Author
Furkan Nur Deniz
Institution
How to Cite
Furkan Nur Deniz (Master Thesis). Transformation of the volumetric data acquired through computerized tomography to three dimensional image by processing, 2011, İnönü University.
Keywords
License
Tüm Hakları Saklıdır
This work is shared under the specified license terms.
More theses from İnönü University
- Researching the effect of avenanthramide C on breast cancer(2022)
- Regional threats and opportunities to turkey's national economic security(2022)
- Development of computer-aided diagnosis system based on ensemble learning methods: Application on genomic technologies(2023)
- The aim of the present study is to examine the etiological origins of cryptogenic cirrhosis in patients who were followed up with the disease(2020)
- Language scientific features of the Arab dialectal spoken in the harran region and oral literature materials(2022)
- Abdurrahman Kasapoğlu's "Qur'an Psychology Atlas" as an example of "psychological interpretation"(2023)