Graduation Year
2018
Date of Submission
4-2018
Document Type
Campus Only Senior Thesis
Degree Name
Bachelor of Arts
Department
Computer Science
Reader 1
Mariam Salloum
Terms of Use & License Information
Rights Information
© 2018 Xiangyu Fu
Abstract
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.
Recommended Citation
FU, XIANGYU, "An Implementation of the Neural Style Transfer Algorithm" (2018). CMC Senior Theses. 1986.
https://scholarship.claremont.edu/cmc_theses/1986
This thesis is restricted to the Claremont Colleges current faculty, students, and staff.
