Blog

2024

• Dec 10
  Neural Radiance Fields (CS180 Final Project)

  Fit a neural field to a 2D image, then trained a NeRF from multi-view images to render novel views of a 3D scene.

  
• Nov 21
  Diffusion Models (CS180 Project 5)

  Sampling and editing with a pretrained DDPM, then building and training a class-conditioned diffusion UNet from scratch.

  
• Oct 30
  Panorama Stitching (CS180 Project 4)

  Homography-based image warping and mosaicing, with automatic feature detection, description, and matching.

  
• Oct 8
  Face Morphing and Facial Keypoint Detection (CS180 Project 3)

  Correspondence-based morph sequences, the mean face of a population, and caricatures by extrapolation.

  
• Sep 23
  Hybrid Images & Multiresolution Blending (CS180 Project 2)

  Filters and frequencies — edge detection, image sharpening, hybrid images, and Laplacian stack blending.

  
• Sep 6
  Colorizing the Prokudin-Gorskii Collection (CS180 Project 1)

  Aligning the three glass-plate color channels with an image pyramid to reconstruct color photographs from the 1900s.