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Medical Image Analysis Assignments

Assignments done for the Medical Image Analysis class in the summer semester 2021 at Graz University of Technology. For every assignments we wrote a report describing the theory of the algorithms used and we analyzed the results obtained from the Python code.

  • Computed tomography reconstruction, implementation and analysis of back-projection, filtered back-projection and projection slice theorem with interpolation. See report.

  • Image denoising, implementation and analysis of four denoising methods: Tikhonov, Perona-Malik, Total Variation ROF and Primal-Dual ROF. See report.

  • Image registration methods, implementation and analysis of Procrustes and Iterative Closest Point algorithms. See report.

  • Segmentation method, implementation and analysis of the Active Shape Model segmentation algorithm. See report.