Compressed Sensing for Engineers - Brossura

Majumdar, Angshul

 
9781032338712: Compressed Sensing for Engineers
Brossura
ISBN 10: 1032338717 ISBN 13: 9781032338712
Casa editrice: CRC Press, 2022

Sinossi

Compressed Sensing (CS) in theory deals with the problem of recovering a sparse signal from an under-determined system of linear equations. The topic is of immense practical significance since all naturally occurring signals can be sparsely represented in some domain. In recent years, CS has helped reduce scan time in Magnetic Resonance Imaging (making scans more feasible for pediatric and geriatric subjects) and has also helped reduce the health hazard in X-Ray Computed CT. This book is a valuable resource suitable for an engineering student in signal processing and requires a basic understanding of signal processing and linear algebra.

  • Covers fundamental concepts of compressed sensing
  • Makes subject matter accessible for engineers of various levels
  • Focuses on algorithms including group-sparsity and row-sparsity, as well as applications to computational imaging, medical imaging, biomedical signal processing, and machine learning
  • Includes MATLAB examples for further development

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Angshul Majumdar is currently an assistant professor in Electronics and Communications Engineering at the Indraprastha Institute of Information Technology, Delhi (IIIT-D). He completed his PhD in 2012 from the University of British Columbia, Canada. His main contribution is in reducing acquisition time for Magnetic Resonance Imaging acquisition. He has around 25 papers on this topic published in top-tier journals and conferences. Angshul also works in other areas of biomedical imaging and signal processing. Previously, he was interested in the problem of classification and has published several papers on robust classification techniques with applications in face recognition, fingerprint recognition and optical character recognition. In all, Angshul has published over 50 papers in top-tier journals and conferences in the last 5 years. Before Angshul started in the academia, he worked in business consulting at the Pricewaterhouse Coopers.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
CRC Press
Data di pubblicazione
2022
Lingua
Inglese
ISBN 10 
1032338717
ISBN 13 
9781032338712
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
292
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9780815365563: Compressed Sensing for Engineers

Edizione in evidenza

ISBN 10:  081536556X ISBN 13:  9780815365563
Casa editrice: CRC Press, 2018
Rilegato