Pattern theory : the stochastic analysis of real-world signals

Bibliographic Details
Main Authors: Mumford, David , 1937- (Author), Desolneux, Agnes (Author)
Format: Book
Language:English
Published: Natick, Massachusetts : A. K. Peters , c2010
Series:Applying mathematics
Subjects:
Table of Contents:
  • 1. What is pattern theory?
  • 2. English text and Markov chains
  • 3. Music and piecewise Gaussian models
  • 4. Character recognition and syntactic grouping
  • 5. Image texture, segmentation and Gibbs models
  • 6. Faces and flexible templates
  • 7. Natural scenes and their multi scale analysis