Time-frequency Feature Analysis : Applications in Multimedia and Biomedical Signal Classification

Language: English

Published by LAP LAMBERT Academic Publishing, 2011

3845435828 / 9783845435824

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Signal processing can be found in many applications and its primary goal is to provide underlying information for the purpose of decision making. However, most of the real-world signals are challenging in nature as they are nonstationary, i.e., their statistics are time variant. Therefore, time or frequency descriptions, alone, are insufficient to provide comprehensive information about these challenging signals. On the contrary, extracting joint time-varying frequency characteristics of signals has an immense potential for revealing the nonstationary behaviour of signals better. This book is an attempt to develop a generalized time-frequency (TF) analysis methodology that exploits the benefits of TF distribution in pattern classification systems as related to discriminant feature detection and feature classification. This book describes the traditional TF feature analysis along with recently proposed approaches. The theoretical properties of these methods are examined. Additionally, advantages of these approaches in various applications such as feature extraction and automated-decision making systems are demonstrated through examples of different synthetic and real-world signals.…

Seller Inventory # 9783845435824

Title
Time-frequency Feature Analysis : Applications in Multimedia and Biomedical Signal Classification
Author
Behnaz Ghoraani
Publisher
LAP LAMBERT Academic Publishing
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3845435828
ISBN 13
9783845435824
Item weight
506 grams
Dimensions
220x150x21 mm

AHA-BUCH GmbH

Einbeck, Germany

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