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Sparse Modeling for Image and Vision Processing

af Jean Ponce, Francis Bach, Julien Mairal

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

Sparse Modeling for Image and Vision Processing af Jean Ponce
Bag om Sparse Modeling for Image and Vision Processing

Provides the reader with a self-contained view of sparse modeling for visual recognition and image processing. More specifically, the work focuses on applications where the dictionary is learned and adapted to data, yielding a compact representation that has been successful in various contexts.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781680830088
  • Indbinding:
  • Paperback
  • Sideantal:
  • 214
  • Udgivet:
  • 19. December 2014
  • Størrelse:
  • 234x156x11 mm.
  • Vægt:
  • 308 g.
  • 2-3 uger.
  • 9. Oktober 2024

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Provides the reader with a self-contained view of sparse modeling for visual recognition and image processing. More specifically, the work focuses on applications where the dictionary is learned and adapted to data, yielding a compact representation that has been successful in various contexts.

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