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» Learning to Select Useful Landmarks
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ICMLA
2004
13 years 7 months ago
A new landmarker generation algorithm based on correlativity
Landmarking is a recent and promising metalearning strategy, which defines meta-features that are themselves efficient learning algorithms. However, the choice of landmarkers is m...
Daren Ler, Irena Koprinska, Sanjay Chawla
CVPR
2009
IEEE
15 years 1 months ago
Optimization of Landmark Selection for Cortical Surface Registration
Manually labeled landmark sets are often required as in- puts for landmark-based image registration. Identifying an optimal subset of landmarks from a training dataset may be us...
Anand A. Joshi, David W. Shattuck, Dimitrios Panta...
CVPR
2007
IEEE
14 years 21 days ago
Hierarchical Structuring of Data on Manifolds
Manifold learning methods are promising data analysis tools. However, if we locate a new test sample on the manifold, we have to find its embedding by making use of the learned e...
Jun Li, Pengwei Hao
DAGM
1995
Springer
13 years 10 months ago
High-Precision Localization of Circular Landmarks in Aerial Images
The reliability and accuracy of point-based image registration strongly depends on the selection of suitable landmarks and on the precision of localizing theses landmarks in images...
Christian Drewniok, Karl Rohr
TROB
2008
186views more  TROB 2008»
13 years 6 months ago
Attentional Landmarks and Active Gaze Control for Visual SLAM
This paper is centered around landmark detection, tracking and matching for visual SLAM (Simultaneous Localization And Mapping) using a monocular vision system with active gaze con...
Simone Frintrop, Patric Jensfelt