439 search results - page 52 / 88 » Alignment using Spectral Clusters |
152
Voted
DAGM
2011
Springer
14 years 28 days ago
2011
Springer
Many unsupervised learning algorithms make use of kernels that rely on the Euclidean distance between two samples. However, the Euclidean distance is optimal for Gaussian distribut...
113
Voted
CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Gaussian blurring mean-shift (GBMS) is a nonparametric clustering algorithm, having a single bandwidth parameter that controls the number of clusters. The algorithm iteratively sh...
109
Voted
DCC
2005
IEEE
16 years 21 days ago
2005
IEEE
Hyperspectral images have correlation at the level of pixels; moreover, images from neighboring frequency bands are also closely correlated. In this paper, we propose to use distr...
87
Voted
UAI
2008
15 years 2 months ago
2008
In addressing the challenge of exponential scaling with the number of agents we adopt a cluster-based representation to approximately solve asymmetric games of very many players. ...
122
Voted
MM
2005
ACM
15 years 6 months ago
2005
ACM
Automatically extracting semantic content from audio streams can be helpful in many multimedia applications. Motivated by the known limitations of traditional supervised approache...