Markov models for pattern recognition : from theory to applications / Gernot A. Fink.
Tipo de material:
TextoSeries Advances in Computer Vision and Pattern RecognitionEditor: London : Springer London : Springer, 2014Edición: 2nd ed. 2014Descripción: xiii, 276 páginas : 45 ilustracionesTipo de contenido: - texto
- computadora
- recurso en línea
- 9781447163084
- Q337.5
Contenidos:
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.
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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.
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