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Structured Learning and Prediction in Computer Vision

af Sebastian Nowozin

indgår i Foundations and Trends (R) in Computer Graphics and Vision serien

Structured Learning and Prediction in Computer Vision af Sebastian Nowozin
Bag om Structured Learning and Prediction in Computer Vision

Introduces the reader to the most popular classes of structured models in computer vision. The focus is on discrete undirected graphical models which are covered in detail together with a description of algorithms for both probabilistic inference and maximum a posteriori inference.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601984562
  • Indbinding:
  • Paperback
  • Sideantal:
  • 196
  • Udgivet:
  • 30. Juni 2011
  • Størrelse:
  • 158x233x11 mm.
  • Vægt:
  • 290 g.
  • 2-3 uger.
  • 9. Oktober 2024

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Introduces the reader to the most popular classes of structured models in computer vision. The focus is on discrete undirected graphical models which are covered in detail together with a description of algorithms for both probabilistic inference and maximum a posteriori inference.

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