everything.study
CS 684

Computational Vision

Graduate

Fall 2026

Topics

  • Image gradients and low-level features
  • Model fitting and panorama stitching
  • Epipolar geometry and structure from motion
  • Stereo
  • Low-level segmentation
  • Semantic segmentation and convolutional neural networks

Readings

  • Computer Vision: Algorithms and Applications
    Richard Szeliski · reference
    2010
  • Digital Image Processing
    Gonzalez; Woods · 2nd · reference
    2002
  • Probabilistic Machine Learning: An Introduction
    Kevin P. Murphy · reference
    2022
Sources