Compressed sensing with side information on the feasible region
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...
Salvato in:
| Autore principale: | |
|---|---|
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
Cham :
Springer International Publishing
2013.
Cham : Springer Nature |
| Serie: | SpringerBriefs in Electrical and Computer Engineering
|
| Accesso online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Compressed Sensing with Side Information on the Feasible Region, Texte imprimé, 9783319003658 • Compressed Sensing with Side Information on the Feasible Region, Texte imprimé, 9783319003672 |
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| 009 | PPN170489663 | ||
| 020 | |a 9783319003665 | ||
| 041 | 0 | |a eng | |
| 082 | |a 006.6 | ||
| 100 | 1 | |a Rostami, Mohammad, |d 19..-...., |c informaticien. | |
| 245 | 1 | 0 | |a Compressed sensing with side information on the feasible region |c by Mohammad Rostami. |
| 260 | |a Cham : |b Springer International Publishing. | ||
| 260 | |a Cham : |b Springer Nature, |c 2013. | ||
| 490 | 0 | |a SpringerBriefs in Electrical and Computer Engineering |x 2191-8120 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Introduction -- Compressed Sensing -- Compressed Sensing with Side Information on Feasible Region -- Application: Image Deblurring for Optical Imaging -- Application: Surface Reconstruction in Gradient Field -- Conclusions and Future Work. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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. In these 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. | ||
| 776 | 0 | |t Compressed Sensing with Side Information on the Feasible Region |b Texte imprimé |z 9783319003658 | |
| 776 | 0 | |t Compressed Sensing with Side Information on the Feasible Region |b Texte imprimé |z 9783319003672 | |
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| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-R9XCKJK9-F |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:747827672 |u https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.1007/978-3-319-00366-5 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:750844906 |u https://ezproxy.insa-cvl.fr/login?qurl=https://doi.org/10.1007/978-3-319-00366-5 |z Accès INSA CVL | |
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