Markov models for pattern recognition : from theory to applications /
Gernot A. Fink.
- 2nd ed. 2014.
- xiii, 276 páginas : 45 ilustraciones
- Advances in Computer Vision and Pattern Recognition, 2191-6586 .
Springer eBooks
Introduction -- Application Areas -- Part I: Theory -- Foundations of Mathematical Statistics -- Vector Quantization and Mixture Estimation -- Hidden Markov Models -- N-Gram Models -- Part II: Practice -- Computations with Probabilities -- Configuration of Hidden Markov Models -- Robust Parameter Estimation -- Efficient Model Evaluation -- Model Adaptation -- Integrated Search Methods -- Part III: Systems -- Speech Recognition -- Handwriting Recognition -- Analysis of Biological Sequences.