Features & Classical Vision
A 16-module path through features & classical vision, in study order from foundations to the frontier.
Modules
- Feature Detection Fundamentals
- Harris Corner Detection
- SIFT Scale-Invariant Features
- Feature Descriptors and Matching
- Image Thresholding
- Region Growing Segmentation
- Morphological Operations
- The Hough Transform
- RANSAC Robust Estimation
- Optical Flow Fundamentals
- Lucas-Kanade Optical Flow
- The Camera Matrix
- Camera Calibration
- Epipolar Geometry
- Stereo Vision and Depth
- Structure from Motion