Computer Vision - Fall ‘24 (CS-GY 6643)

This course explores the principles and applications of computer vision, including:

• Image processing
• Feature extraction
• Object detection and recognition
• Deep learning for vision

Topics I Taught

1. Introduction to Image Processing
2. Geometric Transformations and Recognition
3. Frequency, Features, and Color
4. Contour Tracking and Hough Transforms
5. Warping, Stitching, and Image Registration
6. Image Segmentation
7. Introduction to Machine and Deep Learning
8. GradCAM Walkthrough

← Back to Teaching