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Markov Random Field Modeling in Image Analysis

Bag om Markov Random Field Modeling in Image Analysis

Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. Various vision models are presented in a unified framework, including image restoration and reconstruction, edge and region segmentation, texture, stereo and motion, object matching and recognition, and pose estimation.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781848002784
  • Indbinding:
  • Hardback
  • Sideantal:
  • 362
  • Udgivet:
  • 2. april 2009
  • Udgave:
  • 32009
  • Størrelse:
  • 155x235x22 mm.
  • Vægt:
  • 1570 g.
  • 8-11 hverdage.
  • 7. december 2024
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Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. Various vision models are presented in a unified framework, including image restoration and reconstruction, edge and region segmentation, texture, stereo and motion, object matching and recognition, and pose estimation.

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