Date of Award
Bachelor of Science (B.S.) in Mathematics and University Honors
Image processing -- Alogorithms, Singular value decomposition, Face -- Analysis -- Data 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.