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Hong Cheng

Sparse Representation, Modeling and Learning in Visual Recognition

Theory, Algorithms and Applications

Buch

This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning. The book examines both the theoretical foundations and details of algorithm implementation, highlighting the practical application of compressed sensing research in visual recognition and computer vision.Topics and features:Provides a thorough introduction to the fundamentals of sparse representation, modeling and learning, and the application of these techniques in visual recognitionDescribes sparse recovery approaches, robust and efficient sparse representation, and large-scale visual recognitionCovers feature… Mehr

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Produktdetails


  • ISBN: 978-1-4471-7251-2
  • EAN: 9781447172512
  • Produktnummer: 21126698
  • Verlag: Springer London
  • Sprache: Englisch
  • Erscheinungsjahr: 2016
  • Seitenangabe: 272 S.
  • Masse: H23.5 cm x B15.5 cm x D1.4 cm 417 g
  • Auflage: Softcover reprint of the original 1st ed. 2015
  • Abbildungen: Paperback
  • Gewicht: 417

Über den Autor


Dr. Hong Cheng is Professor in the School of Automation Engineering, and Deputy Executive Director of the Center for Robotics at the University of Electronic Science and Technology of China. His other publications include the Springer book Autonomous Intelligent Vehicles.

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