Sparse Signal Processing and Compressed Sensing Recovery - Softcover

Sahoo, Sujit Kumar; Makur, Anamitra

 
9783659762130: Sparse Signal Processing and Compressed Sensing Recovery
Softcover
ISBN 10: 365976213X ISBN 13: 9783659762130
Verlag: LAP LAMBERT Academic Publishing, 2015

Inhaltsangabe

The presented work revolves around sparsity. It contributes to dictionary training for sparse representation with a new algorithm and analysis. It showcases the usability of trained dictionary in image processing problems. It demonstrates a new framework for image recovery (inpainting and denoising) using sparse representation. In the end, it proposes an extension of the well-known sparse signal recovery algorithm, Orthogonal Matching Pursuit (OMP) for compressed sensing. It also provides a complete analysis of the proposed extension, and its theoretical guarantees.

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Über die Autorin bzw. den Autor

Sujit Kumar Sahoo received the B.Tech. degree in electrical engineering in 2006 from NIT, Rourkela, India, and the Ph.D. degrees in electrical and electronic engineering in 2014 from NTU, Singapore. From 2006 to 2007, he was a Software Engineer at Sasken Comm. Tech. Ltd., Bangalore, India. Since 2012, he has been a Researcher at NTU, Singapore.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
365976213X
ISBN 13 
9783659762130
Einband
Taschenbuch
Anzahl der Seiten
136
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Fastbook Publishing
customerservice@vdm-vsg.de

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Riga
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