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Topics in Computer Vision

Good overview 5-hour video lecture for computer vision [link]

Learning in Computer Vision

Simon Lucey

7 videos

There are some topics that are often referred to in computer vision publications. Here is my attempt to compile a list of good resources and tutorials:

  • SIFT: there are some good tutorial websites: [link], good tutorial paper [link]
  • SURF: link to the official website [link], the revised paper [link], wiki [link]
  • Bags of keypoints [link]
  • The Pyramid Match Kernel [link]
  • Automatic image annotation
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