Date of Award

5-24-2019

Document Type

Thesis

Degree Name

Bachelor of Science (B.S.) in Mathematics and University Honors

Department

Mathematics and Statistics

First Advisor

Dacian Daescu

Subjects

Singular value decomposition, Image reconstruction, Image processing

DOI

10.15760/honors.740

Abstract

An image reconstruction algorithm is tested by means of a facial image database. Because image processing requires a significant amount of storage and computing power, singular value decomposition, or SVD, is used to harvest the values needed to execute the algorithm. A theoretical framework of SVD is also included. By means of this low-dimensional procedure, images are able to be reconstructed with varying quality.

Persistent Identifier

https://archives.pdx.edu/ds/psu/28891

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