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JMLR
2010
136views more  JMLR 2010»
15 years 1 months ago
High Dimensional Inverse Covariance Matrix Estimation via Linear Programming
This paper considers the problem of estimating a high dimensional inverse covariance matrix that can be well approximated by "sparse" matrices. Taking advantage of the c...
Ming Yuan
TIP
2010
162views more  TIP 2010»
15 years 1 months ago
Super-Resolution With Sparse Mixing Estimators
We introduce a class of inverse problem estimators computed by mixing adaptively a family of linear estimators corresponding to different priors. Sparse mixing weights are calcula...
Stéphane Mallat, Guoshen Yu
ICASSP
2011
IEEE
14 years 10 months ago
Parametric modeling and linear estimation of elastic deformations
We present a novel method to model and estimate elastic geometric deformations of an observed object, whether they are caused by the object’s own dynamic behavior, or by the dyn...
Nadav Geva, Rami Hagege, Joseph M. Francos
ICASSP
2011
IEEE
14 years 10 months ago
Correlogram template matching for time-delay estimation
We propose a correlogram-based time delay estimation method using signals modeled as the output of the cochlea, where the low-level signal processing happens in the human auditory...
Bowon Lee, Ton Kalker, Ronald W. Schafer
ICASSP
2011
IEEE
14 years 10 months ago
Noise power gain as a measure of errors in discrete-time transversal estimators
The noise power gain (NPG) is addressed and the error bound (EB) is specified via NPG for a general p-shift linear timevariant finite impulse response (FIR) transversal estimato...
Yuriy S. Shmaliy, Oscar Gerardo Ibarra-Manzano