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...
Uloženo v:
| Hlavní autoři: | , |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
New York, NY :
Springer New York
2013.
Cham : Springer Nature |
| Edice: | SpringerBriefs in Electrical and Computer Engineering
|
| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Poznámka: |
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 |
Obsah:
- Introduction
- Compressive Sensing
- Compressive Acquisition
- Compressive Sensing for Vision
- Sparse Representation-based Object Recognition
- Dictionary Learning
- Concluding Remarks.