3d Model Generation From Multiple Views

Student: Demidov Maxim

Educational Programme: Machine Learning and Data-Intensive Systems (Master)

Final Grade: 10

Year of Graduation: 2024

Reconstruction of 3D objects from multiple views is a widely relevant problem applicable to various fields, such as medical imaging, digital asset creation for computer games, 3D printing, and digitization of cultural relics. Despite the existence of multiple approaches, most require precise estimation of camera positions and are resource-intensive, limiting their applications. This study reviews different approaches to 3D reconstruction from multiple views and introduces a new method that offers competitive quality while removing the requirement for precise estimation of camera parameters.

Full text (added June 3, 2024)

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses