Fast Algorithms for Approximating the Singular Value Decomposition
β Scribed by Menon, Aditya Krishna; Elkan, Charles
- Book ID
- 115448108
- Publisher
- Association for Computing Machinery
- Year
- 2011
- Tongue
- English
- Weight
- 566 KB
- Volume
- 5
- Category
- Article
- ISSN
- 1556-4681
No coin nor oath required. For personal study only.
π SIMILAR VOLUMES
MooreαPenrose and Fredholm sequences, which correspond in a sense to normally solvable and Fredholm operators, respectively. For MooreαPenrose sequences, we derive a certain qualitative behavior of the singular values of the approximation operators A , and we describe this behavior quantitatively fo
A new, fast template-matching method using the Singular Value Decomposition (SVD) is presented. This approach involves a two-stage algorithm, which can be used to increase the speed of the matching process. In the first stage, the reference image is orthogonally separated by the SVD and then low-cos