Date of Submission
Campus Only Senior Thesis
Bachelor of Arts
© 2018 Xiangyu Fu
Texture transfer of images, or transferring the style of one image to another, has remained one of the challenging problems in the field of image processing. However, a recent algorithmic breakthrough by three German scientists, Gatys, Ecker, and Bethge, which utilizes the technique of neural networks, proved to be quite successful and has generated visually pleasing results. This thesis closely examines the approach to the problem and the architecture of the neural network that these three scientists proposed, provides an implementation of the neural algorithm utilized to generate synthesized images, and presents the subsequent results and analysis.
FU, XIANGYU, "An Implementation of the Neural Style Transfer Algorithm" (2018). CMC Senior Theses. 1986.
This thesis is restricted to the Claremont Colleges current faculty, students, and staff.