Computer Vision: Classification and Object Recognition - Lecture 11

Computer Vision: Classification and Object Recognition - Lecture 11

UCF CRCV via YouTube Direct link

Maximum Margin

15 of 17

15 of 17

Maximum Margin

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Computer Vision: Classification and Object Recognition - Lecture 11

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  1. 1 Intro
  2. 2 Classification - computer vision
  3. 3 Object Recognition
  4. 4 Image classification - ImageNet
  5. 5 Dataset split
  6. 6 Features
  7. 7 The machine learning framework
  8. 8 Classifiers: Nearest neighbor
  9. 9 Decision boundary for NN Classifier
  10. 10 K-nearest neighbor
  11. 11 Algorithm
  12. 12 Classifiers: Linear
  13. 13 Motivation
  14. 14 Classifier Design
  15. 15 Maximum Margin
  16. 16 SVM - background
  17. 17 Maximal-Margin Classifier

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