I. Features and filters

• Linear filters
• Edge detection
• Binary image analysis
• Image pyramids
• Texture

II. Grouping and fitting

• Fitting lines and curves
• Robust fitting, RANSAC
• Hough transform
• Segmentation
• Clustering

III. Multiple views and motion

• Dense motion estimation, optical flow
• Camera model, image formation
• Planar homography
• Image warping
• Epipolar geometry
• Stereo
• Invariant local features

IV. Recognition

• Instance recognition with local features
• Bags of words representations
• Shape matching
• Part-based models
  
• Face recognition/detection
  
• Sliding window detection
  

V.  Video processing

• Motion descriptors
• Tracking
• Background subtraction
  
• Activity recognition