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1 A Short Introduction to Parsimony: 1.4 Dictionary learning.
- Source :
- Foundations & Trends in Computer Graphics & Vision; 2012, Vol. 8 Issue 2/3, p116-119, 4p
- Publication Year :
- 2012
-
Abstract
- The article focuses on the dictionary learning introduced by Bruno Olshausen and David J. Field. The scientific method is used for signal and image processing and neuroscience which are related to classical theories of the mammalian visual cortex. Also mentioned are matrix factorization point of view, risk minimization point of view and constrained variants. [ABSTRACT FROM AUTHOR]
- Subjects :
- MACHINE learning
SIGNAL processing
IMAGE processing
Subjects
Details
- Language :
- English
- ISSN :
- 15722759
- Volume :
- 8
- Issue :
- 2/3
- Database :
- Complementary Index
- Journal :
- Foundations & Trends in Computer Graphics & Vision
- Publication Type :
- Academic Journal
- Accession number :
- 100094097
- Full Text :
- https://doi.org/10.1561/0600000058