Date of Award

5-24-2019

Document Type

Thesis

Degree Name

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

Department

Mathematics

First Advisor

Dacian Daescu

Subjects

Image processing -- Alogorithms, Singular value decomposition, Face -- Analysis -- Data 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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