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3D Data Reconstruction Algorithms Based on Voxel Representations

Student: Iniukhin Aleksandr

Supervisor: Alexey Artemov

Faculty: Faculty of Computer Science

Educational Programme: Data Science (Master)

Year of Graduation: 2019

The work is devoted to the reconstruction of the shape of a three-dimensional object on a set of two-dimensional images. The aim of the work is an experimental study of the properties of known algorithms to recover the shape of objects and determine the possibility of their modification to describe the extended surface attributes. Tasks include a review of the subject area, the implementation of a reconstruction algorithm, the selection of a suitable data representation and experiments. The main result of the work is a comparison of the shape recovery quality under different conditions.

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