California State University, Northridge WordmarkOviatt Library WordmarkOviatt Library Catalog Wordmark
Author Murty, M. Narasimha.
Title Pattern recognition : an algorithmic approach / M. Narasimha Murty, V. Susheela Devi.
Published London ; New York : Springer ; [S.l.] : Universities Press (India) Pvt. Ltd., c2011.
Book Cover

 Floor4  TK7882.P3 M87 2011    IN LIBRARY
Description ix, 263 p. : ill. ; 24 cm.
Series Undergraduate topics in computer science
Undergraduate topics in computer science.
Bibliography Includes bibliographical references and index.
Summary "Observing the environment and recognising patterns for the purpose of decision making is fundamental to human nature. This book deals with the scientific discipline that enables similar perception in machines through pattern recognition (PR), which has application in diverse technology areas. This book is an exposition of principal topics in PR using an algorithmic approach. It provides a thorough introduction to the concepts of PR and a systematic account of the major topics in PR besides reviewing the vast progress made in the field in recent times. It includes basic techniques of PR, neural networks, support vector machines and decision trees. While theoretical aspects have been given due coverage, the emphasis is more on the practical. The book is replete with examples and illustrations and includes chapter-end exercises. It is designed to meet the needs of senior undergraduate and postgraduate students of computer science and allied disciplines"--P. [4] of cover.
Subject Pattern recognition systems.
Computer vision.
Related Names Devi, V. Susheela.
ISBN 9780857294944
OCLC number 706784631