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CORR
2010
Springer
182views Education» more  CORR 2010»
15 years 5 months ago
SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization
The sequential parameter optimization (spot) package for R (R Development Core Team, 2008) is a toolbox for tuning and understanding simulation and optimization algorithms. Model-...
Thomas Bartz-Beielstein
PAMI
2010
132views more  PAMI 2010»
15 years 3 months ago
Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters
—Adapting the hyperparameters of support vector machines (SVMs) is a challenging model selection problem, especially when flexible kernels are to be adapted and data are scarce....
Tobias Glasmachers, Christian Igel
156
Voted
SMI
2008
IEEE
123views Image Analysis» more  SMI 2008»
15 years 11 months ago
SHREC'08 entry: 3D shape searching using object partitioning
In this paper we propose a novel algorithm for 3D shape searching based on the visual similarity by cutting the object into sections. This method rectifies some of the shortcomin...
Asim Wagan, Afzal Godil, Xiaolan Li
159
Voted
ACIVS
2008
Springer
15 years 11 months ago
Robust Curvature Extrema Detection Based on New Numerical Derivation
Abstract. Extrema of curvature are useful key points for different image analysis tasks. Indeed, polygonal approximation or arc decomposition methods used often these points to ini...
Cédric Join, Salvatore Tabbone
ICIP
2006
IEEE
16 years 6 months ago
Non-Rigid Registration for Automatic Fracture Segmentation
Automatic segmentation of anatomical structures is often performed using model-based non-rigid registration methods. These algorithms work well when the images do not contain any ...
Johanna Pettersson, Hans Knutsson, Magnus Borga