A public repository showing my best work in computer science.
This is some of the code I used when I worked with Dr. Tracianne Neilsen and Dr. Kent Gee on jet noise research. My part of the project was to build a computational model that simulated the jet noise and optimized to match our sound measurements around the jet. I used Matlab to build the simulation and process the data. For more information, see my published JASA article.
For proprietary reasons, the data set is not included.
This code is just an example of a larger project that I made in one of my classes. It is a graphics and image processing program that allows the user to draw and manipulate shapes on the screen, load .obj files for perspective viewing, and perform effects on loaded images. It is an example of my coding abilities in Java. I am also very familiar with C++.
After taking CS355, I began working with Dr. Brian Morse doing image processing research. I approached him about the idea of switching the CS355 class to Python since Python is better suited for image processing and matrix operations. He agreed to the idea and I rewrote the course labs in Python form. This is the currently used curriculum for the CS355 course. I also provided the Latex files that we used to setup the lab specs.
This is a program that I made for fun to combine many different projects I have done throughout the years into one interface. It includes algorithms such as seam carving, perspective warping using homography, and style transfer using deep neural networks in an easy-to-use GUI. It is all built in Python's native TKinter code. Also, almost all the functions are vectorized and are implemented without using OpenCV (although plenty of Numpy was used).
As stated above, I am working with Dr. Morse on image processing research. Specifically, I am currently working on advanced depth aware effects on lightfield images. We are doing this by using deep learning programs like Pytorch. Our current interest is in style transfer of light fields in a consistent manner. This is my current research, so I can't share everything, but anything I have approval to share I will put in this folder.
This last folder is just a place for other fun and interesting projects I have done. Most weren't for a class, just out of my own curiosity.
This is my project code for my advanced graphics class (CS655). It started out as a raytracer and grew into a path tracer. Since it is project code, it is a little messy, but it represents many hours of work that I am proud of. I also included example output images for convenience.
