Digital Image Restoration using Fuzzy Intelligence: Uncertainty Modeling based Approach for Image Restoration - Softcover

Hussain, Ayyaz

Softcover

ISBN 10: 6203470910 ISBN 13: 9786203470918

Verlag: LAP LAMBERT Academic Publishing, 2021

Inhaltsangabe

Restoration of degraded images is an important and effective tool for image processing application areas. Image restoration techniques model the degradation phenomena and then perform inverse process to restore images. In real world, one has to restore the true image by estimating noise in the absence of a priori information about the degradation process. The objective of this book is to present image restoration techniques using fuzzy intelligence. To achieve this objective, this book focuses on the restoration of images corrupted with impulse noise by making tradeoffs between two contradictive objectives namely smoothness and edge preservation. This book presents variety of fuzzy modeling techniques for image restoration along with their quantitative analysis.

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Über die Autorin bzw. den Autor

Ayyaz Hussain received MSc degree in Computer Science in 2000 from Quaid-i-Azam University Islamabad, Pakistan. Then he earned his Ph.D. degree in Computer Science in July 2009 from National University of Computer and Emerging Sciences, Islamabad. Currently, he is working as an Associate Professor at Quaid-i-Azam University Islamabad, Pakistan.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2021
• Sprache: Englisch
• ISBN 10: 6203470910
• ISBN 13: 9786203470918
• Einband: Taschenbuch
• Anzahl der Seiten: 120
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Edicoes Nosso Conhecimento; customerservice@vdm-vsg.de; ; SIA; Riga; 1039; Litauen