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ICIP
2007
IEEE
15 years 8 months ago
Locally Competitive Algorithms for Sparse Approximation
Practical sparse approximation algorithms (particularly greedy algorithms) suffer two significant drawbacks: they are difficult to implement in hardware, and they are inefficie...
Christopher J. Rozell, Don H. Johnson, Richard G. ...
DAGM
2010
Springer
15 years 3 months ago
Random Fourier Approximations for Skewed Multiplicative Histogram Kernels
Abstract. Approximations based on random Fourier features have recently emerged as an efficient and elegant methodology for designing large-scale kernel machines [4]. By expressing...
Fuxin Li, Catalin Ionescu, Cristian Sminchisescu
CSDA
2011
14 years 9 months ago
Approximate forward-backward algorithm for a switching linear Gaussian model
Motivated by the application of seismic inversion in the petroleum industry we consider a hidden Markov model with two hidden layers. The bottom layer is a Markov chain and given ...
Hugo Hammer, Håkon Tjelmeland
125
Voted
ICPR
2008
IEEE
15 years 8 months ago
Indexing and retrieving cursive documents without recognition
A large amount of handwritten documents exist in image form, as scanned documents. The supporting electronic media allows for better preservation, but to access their content they...
Antonio Clavelli, Luigi P. Cordella, Claudio De St...
101
Voted
IEEEARES
2008
IEEE
15 years 8 months ago
A Lightweight Security Analyzer inside GCC
This paper describes the design and implementation of a lightweight static security analyzer that exploits the compilation process of the gcc compiler. The tool is aimed at giving...
Davide Pozza, Riccardo Sisto