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ICPR
2010
IEEE
14 years 3 months ago
Online Discriminative Kernel Density Estimation
—We propose a new method for online estimation of probabilistic discriminative models. The method is based on the recently proposed online Kernel Density Estimation (oKDE) framew...
Matej Kristan, Ales Leonardis
ICIP
2003
IEEE
14 years 11 months ago
Generalized pattern matching using orbit decomposition
Image Processing and Computer Vision applications often require finding a particular pattern in a set of images. The task involves finding appearances of a given pattern in an ima...
Yacov Hel-Or, Hagit Hel-Or
ICML
2007
IEEE
14 years 10 months ago
Information-theoretic metric learning
In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizing the differential relative e...
Jason V. Davis, Brian Kulis, Prateek Jain, Suvrit ...
CVPR
2010
IEEE
14 years 6 months ago
A Game-Theoretic Approach to Fine Surface Registration without Initial Motion Estimation
Surface registration is a fundamental step in the reconstruction of three-dimensional objects. This is typically a two step process where an initial coarse motion estimation is fo...
Andrea Albarelli, Andrea Torsello, Emanuele Rodol
SLIP
2009
ACM
14 years 4 months ago
Floorplan-based FPGA interconnect power estimation in DSP circuits
A novel high-level approach for estimating power consumption of global interconnects in data-path oriented designs implemented in FPGAs is presented. The methodology is applied to...
Ruzica Jevtic, Carlos Carreras, Vukasin Pejovic