Markov Models for Pattern Recognition (2nd Ed., Softcover reprint of the original 2nd ed. 2014) From Theory to Applications Advances in Computer Vision and Pattern Recognition Series
Auteur : Fink Gernot A.
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
Prof. Dr.-Ing. Gernot A. Fink is Head of the Pattern Recognition Research Group at TU Dortmund University, Dortmund, Germany. His other publications include the Springer title Markov Models for Handwriting Recognition.
Thoroughly revised, updated and expanded new edition
Examines pattern recognition systems from the perspective of Markov models, demonstrating how the models can be used in a range of applications
Places special emphasis on practical algorithmic solutions
Includes supplementary material: sn.pub/extras
Date de parution : 08-2016
Ouvrage de 276 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 60,12 €
Ajouter au panierDate de parution : 01-2014
Ouvrage de 276 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 84,39 €
Ajouter au panier