Sciweavers

2061 search results - page 118 / 413
» Measuring Corner Properties
Sort
View
PAMI
2010
185views more  PAMI 2010»
15 years 2 months ago
Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality
—Stability (robustness) of feature selection methods is a topic of recent interest, yet often neglected importance, with direct impact on the reliability of machine learning syst...
Petr Somol, Jana Novovicová
TSP
2008
101views more  TSP 2008»
15 years 4 months ago
Bayesian Compressive Sensing
The data of interest are assumed to be represented as N-dimensional real vectors, and these vectors are compressible in some linear basis B, implying that the signal can be recons...
Shihao Ji, Ya Xue, Lawrence Carin
ICIP
2006
IEEE
16 years 6 months ago
Universal Denoising of Continuous Amplitude Signals with Applications to Images
We consider the problem of image denoising wherein the statistical characterization of the noise corruption mechanism is known. We make no assumptions on the nature or statistics ...
Kamakshi Sivaramakrishnan, Tsachy Weissman
ICIP
1999
IEEE
16 years 6 months ago
Computing Isotropic Local Contrast from Oriented Pyramid Decompositions
Working with contrast instead of luminance can facilitate numerous image processing and analysis tasks. Unfortunately, a common definition of contrast suitable for all situations ...
Stefan Winkler, Pierre Vandergheynst
KDD
2005
ACM
171views Data Mining» more  KDD 2005»
16 years 4 months ago
Application of kernels to link analysis
Abstract. The application of kernel methods to link analysis is explored. We argue that a family of kernels on graphs provides a unified perspective on the three measures proposed ...
Takahiko Ito, Masashi Shimbo, Taku Kudo, Yuji Mats...