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Image Blur Type Identification using Pattern Classification Approaches - Softcover

Tiwari, Shamik

 
9783330065994: Image Blur Type Identification using Pattern Classification Approaches
Softcover
ISBN 10: 3330065990 ISBN 13: 9783330065994
Verlag: LAP LAMBERT Academic Publishing, 2017

Inhaltsangabe

This book introduces four different approaches for blur classification to categorize the blur in one of the three classes namely motion, out of focus and atmospheric turbulence blur. These methods utilize the appearance of blur patterns in frequency domain as patterns. Statistical, wavelet, ridgelet and curvelet features of blur patterns in frequency spectrum are extracted in these methods and a feed forward neural network is designed to obtain a mapping of the blurred images to blur category.

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Über die Autorin bzw. den Autor

Shamik Tiwari was born in India, in 1981. He has degree of Ph.D., M.E. and B.E. in Computer Science and Engineering. He has published more than 50 papers in national and international journals and guided 20 M.Tech. thesis and more than 100 B.Tech. projects during his 15 year of teaching career.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
3330065990
ISBN 13 
9783330065994
Einband
Taschenbuch
Anzahl der Seiten
68
Herausgeber
Singh Ajay Kr.
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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