Date of Award
Bachelor of Science (B.S.) in Mathematics and University Honors
Mathematics and Statistics
Singular value decomposition, Image reconstruction, Image processing
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.
Robinson, Jessica R., "Facial Image Characterization and Reconstruction Using Singular Value Decomposition" (2019). University Honors Theses. Paper 723.