Gradient to Edges

1. smoothing suppress noise
2. Compute gradient
3. Apply Edge “enhancement”
4. Edge localization
1. Edges vs. noise
5. Threshold, Thin

Canny Edge Detector
1. filter image with derivative of Gaussian
2. Find magnitude and orientation of gradient
dx, dy, mag of gradient, theta