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A Novel Method of 3D Image Reconstruction Using ACO-based TVR-DART |
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| รหัสดีโอไอ | |
| Creator | AnanthaLakshmi Muthuraj, Yamuna Govindarajan, Sanjeevi Kumar Aiyannar |
| Title | A Novel Method of 3D Image Reconstruction Using ACO-based TVR-DART |
| Contributor | - |
| Publisher | TuEngr Group |
| Publication Year | 2564 |
| Journal Title | International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies |
| Journal Vol. | 12 |
| Journal No. | 5 |
| Page no. | 12A5O: 1-10 |
| Keyword | 3D reconstruction, Phantom's Sinogram, Ant colony optimization (ACO), 3D visualization, ACO-based TVR-DART, TVR-DART algorithm, Image segmentation, Modified fuzzy c-means (MFCM), Brain tumor, 2D slice, Brain image, MFCM clustering algorithm, PDM-DART. |
| URL Website | http://TuEngr.com/Vol12_5.html |
| Website title | ITJEMAST V12(5) 2021 @ TuEngr.com |
| ISSN | 2228-9860 |
| Abstract | Visualization of the organs is very important in the medical field to correctly diagnose and treat any disease. Diagnosis and multiple surgeries of brain tumors also mandated impressive 3D brain visualization to the radiologist. Detection of magnetic resonance imaging (MRI) and restore imaging of brain tumors is a task that consumes computational time and is prone to uncertainty. Since bidimensional images have not ever given the actual feeling of exactly how a tumor appears, it requires 3D tumor reconstruction for research and treatment imaging. The complexity and diversity of tumors make it very difficult to visualize the tumor in MRI. 3Dimage reconstruction is one of the most attractive avenues for the processing of digital signals, thanks in particular to its use in biomedical imaging. The study provided an efficient and systematic restoration approach for 3D. It includes integrating multiple stages such as preprocessing of images, segmentation of images, and advancement of 3D models, and reconstruction on the identified tumor. In this paper we introduce modified fuzzy c means segmentation clustering (MFCM), and total-variation regularized discrete algebraic reconstruction technique (TVR-DART) algorithm relying on an ant colony optimization (ACO) for reconstruction. |
