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ICPR
2008
IEEE
15 years 11 months ago
Constrained clustering by a novel graph-based distance transformation
In this work we present a novel method to model instance-level constraints within a clustering algorithm. Thereby, both similarity and dissimilarity constraints can be used coeval...
Kai Rothaus, Xiaoyi Jiang
137
Voted
ICIP
2006
IEEE
16 years 6 months ago
Orientation Interpolation and Applications
Psychovision have shown that many grouping laws come into play to structure human vision. They use informations of different kinds, not only gray (or color)-level values. Here we ...
Anatole Chessel, Ronan Fablet, Frédé...
SDM
2007
SIAM
182views Data Mining» more  SDM 2007»
15 years 6 months ago
Distance Preserving Dimension Reduction for Manifold Learning
Manifold learning is an effective methodology for extracting nonlinear structures from high-dimensional data with many applications in image analysis, computer vision, text data a...
Hyunsoo Kim, Haesun Park, Hongyuan Zha
FPL
2004
Springer
110views Hardware» more  FPL 2004»
15 years 10 months ago
Versatile Imaging Architecture Based on a System on Chip
Abstract. In this paper, a novel architecture dedicated to image processing is presented. The most original aspect of the approach is the use of a System On Chip implemented in a F...
Pierre Chalimbaud, François Berry
ICMCS
2007
IEEE
149views Multimedia» more  ICMCS 2007»
15 years 11 months ago
Ground-Truthed Video Generation from Symbolic Information
An algorithm is presented that automatically generates groundtruthed video from a symbolic description for an object and a specification for the movement of a handheld video camer...
Andrew Lookingbill, Emilio R. Antúnez, Bern...