Learning shared representations for object recognition

Posted in Science on July 24, 2008


Learning shared representations for object recognition

Lecture slides:

  • Collaborators
  • Standard approach for object detection
  • Face detection
  • The single class age
  • Multiclass object detection
  • Object detection and the “Head in the coffee beans problem”
  • “Head in the coffee beans problem”
  • Symptoms of local detectors
  • Failure modes for object presence detection
  • The system does not care about the scene, but we do…
  • Some symptoms of one-vs-all multiclass approaches
  • Green pastures for research in multiclass object detection

Author: Antonio Torralba, MIT - Massachusetts Institute of Technology

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Tags: Science, Lectures, Computer Science, VideoLectures.Net, Computer Vision