1717 search results - page 50 / 344 » A Computable Spectral Theorem |
119
Voted
SPIEVIP
2010
15 years 6 months ago
2010
An important aspect of spectral image analysis is identification of materials present in the object or scene being imaged. Enabling technologies include image enhancement, segment...
150
Voted
ICCV
2009
IEEE
16 years 9 months ago
2009
IEEE
Clustering performance can often be greatly improved by
leveraging side information. In this paper, we consider constrained
clustering with pairwise constraints, which specify
s...
131
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CVPR
2006
IEEE
16 years 6 months ago
2006
IEEE
Spectral clustering is a simple yet powerful method for finding structure in data using spectral properties of an associated pairwise similarity matrix. This paper provides new in...
156
Voted
ICPR
2008
IEEE
16 years 5 months ago
2008
IEEE
Many existing spectral clustering algorithms share a conventional graph partitioning criterion: normalized cuts (NC). However, one problem with NC is that it poorly captures the g...
101
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
Since a large number of clustering algorithms exist, aggregating different clustered partitions into a single consolidated one to obtain better results has become an important pro...