Compressed Sensing with Side Information on the Feasible Region

Language: English

Published by Springer, Springer Jun 2013, 2013

3319003658 / 9783319003658

Series: Book 36 of 209 - SpringerBriefs in Electrical and Computer Engineering

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This item is printed on demand - Print on Demand Titel. Neuware -This book discusses compressive sensing in the presence of side information. Compressive sensing is an emerging technique for efficiently acquiring and reconstructing a signal. Interesting instances of Compressive Sensing (CS) can occur when, apart from sparsity, side information is available about the source signals. The side information can be about the source structure, distribution, etc. Such cases can be viewed as extensions of the classical CS. Inthese cases we are interested in incorporating the side information to either improve the quality of the source reconstruction or decrease the number of samples required for accurate reconstruction. In this book we assume availability of side information about the feasible region. The main applications investigated are image deblurring for optical imaging, 3D surface reconstruction, and reconstructing spatiotemporally correlated sources. The author shows that the side information can be used to improve the quality of the reconstruction compared to the classic compressive sensing. The book will be of interest to all researchers working on compressive sensing, inverse problems, and image processing.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 84 pp. Englisch.…

Seller Inventory # 9783319003658

Title
Compressed Sensing with Side Information on the Feasible Region
Author
Mohammad Rostami
Publisher
Springer, Springer Jun 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319003658
ISBN 13
9783319003658
Item weight
143 grams
Dimensions
235x155x6 mm
Series
Book 36 of 209: SpringerBriefs in Electrical and Computer Engineering

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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