Computer Vision, Fall 2025

CSCI 4527/6527

Lecture Schedule

  1. Monday August 25, 2025: Introduction to Computer Vision (Lecture Slides)
  2. Monday September 1, 2025: Holiday
  3. Monday September 8, 2025: ImageNet & The Rise of Big Data (Lecture SlidesImageNet: A Large-Scale Hierarchical Image Database (CVPR’09), In class colab: link.
  4. Monday September 15, 2025: CLIP (Vision + Language). Reading: Learning Transferable Visual Models From Natural Language Supervision Slides: link, CoLAB CLIP
  5. Monday September 22, 2025: DALL·E (Image Generation). Reading: Hierarchical Text-Conditional Image Generation with CLIP Latents, Slides/li>
  6. Monday September 29, 2025: Segment Anything. Reading: Segment Anything. Slides
  7. Monday October 6, 2025:Yolo. You Only Look Once: Unified, Real-Time Object Detection. Slides
  8. Monday October 13, 2025:PseudoLIDAR. Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving Slides
  9. Monday October 20, 2025:Homogeneous coordinates and homographies
    10. Slides
  10. Monday October 27, 2025:Camera Calibration and RANSAC
  11. Monday November 3, 2025:Stereo and AutoStereograms
    12. Slides
  12. Monday November 10, 2025:PhotoTourism
  13. Monday November 17, 2025:NERF
  14. Monday November 24, 2025: No Class, Thanksgiving Break!
  15. Monday December 1, 2025:
  16. Monday December 8, 2025:

Project Assignments

  1. Assigned, Monday September 8, 2025. Due September 15: Project 1
  2. Assigned, Monday September 29, 2025. Due Monday Oct. 13, noon: Project 2
  3. Assigned, Monday October 28, 2025. Due Monday Nov. 10, noon: Project 3

    Reading responses: https://forms.gle/dkpT3zpkpsbXZa5j9