Sparse representations and compressive sensing for imaging and vision
Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal. These measurements are usually much smaller than the number of samples that define the signal. From these small numbers of measuremen...
Gorde:
| Egile Nagusiak: | , |
|---|---|
| Formatua: | Livre numérique |
| Hizkuntza: | Anglais |
| Argitaratua: |
New York, NY :
Springer New York
2013.
Cham : Springer Nature |
| Saila: | SpringerBriefs in Electrical and Computer Engineering
|
| Sarrera elektronikoa: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Oharra: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Sparse Representations and Compressive Sensing for Imaging and Vision, Texte imprimé, 9781461463801 • Sparse Representations and Compressive Sensing for Imaging and Vision, Texte imprimé, 9781461463825 |
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| 008 | 130325s2013 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN168305119 | ||
| 020 | |a 9781461463818 | ||
| 020 | |a 9781461463818 | ||
| 041 | 0 | |a eng | |
| 082 | |a 621.382 | ||
| 100 | 1 | |a Patel, Vishal M. | |
| 245 | 1 | 0 | |a Sparse representations and compressive sensing for imaging and vision |c by Vishal M. Patel, Rama Chellappa. |
| 260 | |a New York, NY : |b Springer New York. | ||
| 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 -- Compressive Sensing -- Compressive Acquisition -- Compressive Sensing for Vision -- Sparse Representation-based Object Recognition -- Dictionary Learning -- Concluding Remarks. | |
| 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 Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal. These measurements are usually much smaller than the number of samples that define the signal. From these small numbers of measurements, the signal is then reconstructed by non-linear procedure. Compressed sensing has recently emerged as a powerful tool for efficiently processing data in non-traditional ways. In this book, we highlight some of the key mathematical insights underlying sparse representation and compressed sensing and illustrate the role of these theories in classical vision, imaging and biometrics problems. | ||
| 700 | 1 | |a Chellappa, Rama, |d 1953- |4 aut | |
| 776 | 0 | |t Sparse Representations and Compressive Sensing for Imaging and Vision |b Texte imprimé |z 9781461463801 | |
| 776 | 0 | |t Sparse Representations and Compressive Sensing for Imaging and Vision |b Texte imprimé |z 9781461463825 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-1-4614-6381-8 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-P24G5RBQ-D |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:748089799 |u https://ezproxy.univ-orleans.fr/login?url=https://dx.doi.org/10.1007/978-1-4614-6381-8 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:751542466 |u https://ezproxy.insa-cvl.fr/login?qurl=https://dx.doi.org/10.1007/978-1-4614-6381-8 |z Accès INSA CVL | |
| 997 | |0 949831 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||