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Image Segmentation and Compression Using Hidden Markov Models

Bag om Image Segmentation and Compression Using Hidden Markov Models

Conventional block-based segmentation algorithms classify each block separately, assuming independence of feature vectors. Image Segmentation and Compression Using Hidden Markov Models presents a new algorithm that models the statistical dependence among image blocks by two dimensional hidden Markov models (HMMs).

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781461370277
  • Indbinding:
  • Paperback
  • Sideantal:
  • 141
  • Udgivet:
  • 3. oktober 2012
  • Udgave:
  • 12000
  • Størrelse:
  • 235x155x9 mm.
  • Vægt:
  • 254 g.
  • 8-11 hverdage.
  • 17. januar 2025

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Conventional block-based segmentation algorithms classify each block separately, assuming independence of feature vectors. Image Segmentation and Compression Using Hidden Markov Models presents a new algorithm that models the statistical dependence among image blocks by two dimensional hidden Markov models (HMMs).

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