Oct 2, 2013

Feature representation pros and cons

  1. HOG (Histogram of Oriented Gradients)
    • pros: 
      • captures shape
    • cons: 
      • sensitive to cluttered background
      • sensitive to misalignment
      •  
  2. SIFT (Scale Invariant Feature Transform)
  3. Texton
  4. Context
  5. Color Histogram
  6. BoW (Bag of visual Words)  

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