Sparse Modeling for Image and Vision Processing
In recent years, a large amount of multi-disciplinary research has been conducted on sparse models and their applications. In statistics and machine learning, the sparsity principle is used to perform model selection-that is, automatically selecting a simple model among a large collection of them. In signal processing, sparse coding consists of representing data with linear combinations of a few dictionary elements. Subsequently, the corresponding tools have been widely adopted by several scientific communities such as neuroscience, bioinformatics, or computer vision. Sparse Modeling for Image and Vision Processing prov…
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Produktdetails
Weitere Autoren: Bach, Francis / Ponce, Jean
- ISBN: 978-1-68083-008-8
- EAN: 9781680830088
- Produktnummer: 17393517
- Verlag: now publishers Inc
- Sprache: Englisch
- Erscheinungsjahr: 2014
- Seitenangabe: 214 S.
- Masse: H23.4 cm x B15.6 cm x D1.1 cm 308 g
- Gewicht: 308
- Sonstiges: Undergraduate
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