Overview
- Contains numerous exercises, as well as learning objectives and summaries for each chapter
- Explains the hidden Markov model for speech and speaker recognition tasks
- Discusses support vector machines, with suitable examples
Part of the book series: Undergraduate Topics in Computer Science (UTICS)
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Table of contents (11 chapters)
Keywords
About this book
Reviews
From the reviews:
“This interesting book provides a concise and simple exposition of principal topics in pattern recognition using an algorithmic approach, and is intended mainly for undergraduate and postgraduate students. … An application to handwritten digit recognition is described at the end of the book. Many examples and exercises are proposed to make the treatment clear. A ‘further reading’ section and a bibliography are presented at the end of each chapter.” (Patrizio Frosini, Zentralblatt MATH, Vol. 1238, 2012)Authors and Affiliations
About the authors
Bibliographic Information
Book Title: Pattern Recognition
Book Subtitle: An Algorithmic Approach
Authors: M. Narasimha Murty, V. Susheela Devi
Series Title: Undergraduate Topics in Computer Science
DOI: https://doi.org/10.1007/978-0-85729-495-1
Publisher: Springer London
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Universities Press (India) Pvt. Ltd. 2011
Softcover ISBN: 978-0-85729-494-4Published: 08 July 2011
eBook ISBN: 978-0-85729-495-1Published: 25 May 2011
Series ISSN: 1863-7310
Series E-ISSN: 2197-1781
Edition Number: 1
Number of Pages: XI, 263
Additional Information: Co-publication with Universities Press (India) Pvt. Ltd.
Topics: Computer Science, general
Industry Sectors: IT & Software, Telecommunications