CS180 Portfolio

Here are the projects I worked on in CS180 Fall 2024

Project 1: Colorizing the Prokudin-Gorskii Collection

Aligning glass plate channels to reconstruct historical color photographs.

Project 2: Filters and Frequencies

Edges, sharpening, hybrid images, frequency analysis, and multiresolution blending.

Project 3: Face Morphing

Correspondences, triangulation, average faces, and caricatures.

Project 4: Image Warping and Mosaicing

Homographies, rectification, mosaics, feature detection, and matching.

Project 5: Diffusion Models

Sampling loops, denoising, image-to-image translation, inpainting, and visual anagrams.

Final Project: Neural Radiance Fields

Neural fields, positional encoding, volume rendering, and NeRF reconstruction.