Wednesday, 17 March 2010

Vision Recognition Systems


  1. To see things - to recognise parts of anything being assembled on an assembly line a factory, facial recognition software for security airports, allowing access for employees, satellite photo interpretation for weather prediction


  • 5 stages, In Summer Elephants Organise Idiots, Is Simon Eating Oranges IIIIIIII

  • Image Acquisition

  • Signal Processing

  • Edge Detection - build up a wire frame model of the shape

  • Object Recognition - pattern matching, compares the shape to known objects

  • Image Understanding


  1. Can view an object from multiple angles

  2. The object could be moving

  3. Background Noise - ie the image has lots of other objects that have nothing to do with image

  4. how to extract images from background

Advantages



  • available 24/7

  • doesn't need paid

  • capable of learning new objects

Disadvantages



  • no common sense

  • people may lose their jobs

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