Image Formation & Processing
A 15-module path through image formation & processing, in study order from foundations to the frontier.
Modules
- The Image Formation Model
- The Pinhole Camera Model
- Lenses and Optics
- Digital Images and Sampling
- Color Spaces
- Image Histograms
- Point Operations
- Linear Filtering and Convolution
- Gaussian and Median Filtering
- Image Gradients
- Edge Detection
- The Canny Edge Detector
- Image Pyramids
- The Fourier View of Images
- Image Resampling and Warping