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89
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PR
2008
101views more  PR 2008»
15 years 20 days ago
Efficient generation of simple polygons for characterizing the shape of a set of points in the plane
Matt Duckham, Lars Kulik, Michael F. Worboys, Anto...
68
Voted
IJCV
2007
106views more  IJCV 2007»
15 years 19 days ago
A Review of Statistical Approaches to Level Set Segmentation: Integrating Color, Texture, Motion and Shape
Daniel Cremers, Mikaël Rousson, Rachid Derich...
78
Voted
CORR
2010
Springer
154views Education» more  CORR 2010»
14 years 10 months ago
Shaping Level Sets with Submodular Functions
We consider a class of sparsity-inducing regularization terms based on submodular functions. While earlier work has focused on non-decreasing functions, we explore symmetric submo...
Francis Bach
NIPS
2004
15 years 2 months ago
Neighbourhood Components Analysis
In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinto...