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ICIP
1997
IEEE
14 years 11 months ago
An Optimization Approach to Unsupervised Hierarchical Texture Segmentation
In this paper we introduce a novel optimization framework for hierarchical data clustering and apply it to the problem of unsupervised texture segmentation. The proposed objective...
Thomas Hofmann, Jan Puzicha, Joachim M. Buhmann

Source Code
445views
14 years 10 months ago
Blocks
Blocks is an open source modular MATLAB framework which allows the user to avoid needlessly repeating computation. Blocks may be easily used for your own experiments, and comes ...
Brian Fulkerson, Andrea Vedaldi
PDP
2010
IEEE
14 years 5 months ago
Skandium: Multi-core Programming with Algorithmic Skeletons
—This paper argues that algorithmic skeletons are a suitable programming model for multi-core architectures. -level abstractions offered by algorithmic skeletons provide a simple...
Mario Leyton, José M. Piquer
ICPR
2008
IEEE
14 years 4 months ago
Incremental nested partition method
In this paper, we introduce an incremental nested partition algorithm for finding the inner structuralization of dynamic datasets. Here we use three partition criteria that allow...
Jyrko Correa-Morris, José Ruiz-Shulcloper, ...
ICDM
2003
IEEE
184views Data Mining» more  ICDM 2003»
14 years 3 months ago
Analyzing High-Dimensional Data by Subspace Validity
We are proposing a novel method that makes it possible to analyze high dimensional data with arbitrary shaped projected clusters and high noise levels. At the core of our method l...
Amihood Amir, Reuven Kashi, Nathan S. Netanyahu, D...