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» Triangulating Topological Spaces
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98
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PAMI
1998
84views more  PAMI 1998»
15 years 9 days ago
Intrinsic Dimensionality Estimation With Optimally Topology Preserving Maps
A new method for analyzing the intrinsic dimensionality (ID) of low dimensional manifolds in high dimensional feature spaces is presented. The basic idea is to rst extract a low-d...
Jörg Bruske, Gerald Sommer
112
Voted
CVPR
2007
IEEE
16 years 2 months ago
A Topological Approach to Hierarchical Segmentation using Mean Shift
Mean shift is a popular method to segment images and videos. Pixels are represented by feature points, and the segmentation is driven by the point density in feature space. In thi...
Frédo Durand, Sylvain Paris
92
Voted
IICAI
2007
15 years 2 months ago
Topologically Continuous Associative Memory: A Theoretical Foundation
We introduce a neural network with associative memory and a continuous topology, i.e. its processing units are elements of a continuous metric space and the state space is Euclide...
Enrique Carlos Segura
92
Voted
JMIV
2010
91views more  JMIV 2010»
14 years 11 months ago
Topological Properties of Thinning in 2-D Pseudomanifolds
Preserving topological properties of objects during thinning procedures is an important issue in the field of image analysis. In the case of 2-D digital images (i.e. images defi...
Nicolas Passat, Michel Couprie, Loïc Mazo, Gi...
110
Voted
IMC
2010
ACM
14 years 10 months ago
Selecting representative IP addresses for internet topology studies
An Internet hitlist is a set of addresses that cover and can represent the the Internet as a whole. Hitlists have long been used in studies of Internet topology, reachability, and...
Xun Fan, John Heidemann