1148 search results - page 63 / 230 » Dimensionality Reduction with Image Data |
114
Voted
IPMI
2005
Springer
16 years 4 months ago
2005
Springer
Abstract. We extend an information metric from intermodality (2image) registration to multimodality (multiple-image) registration so that we can simultaneously register multiple im...
139
Voted
ISBI
2007
IEEE
15 years 9 months ago
2007
IEEE
Statistical shape analysis techniques commonly employed in the medical imaging community, such as Active Shape Models or Active Appearance Models, rely on Principal Component Anal...
118
Voted
ICANN
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. In this paper we elaborate on a kernel extension to tensorbased data analysis. The proposed ideas find applications in supervised learning problems where input data have ...
145
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CVPR
2007
IEEE
16 years 5 months ago
2007
IEEE
Linear and affine subspaces are commonly used to describe appearance of objects under different lighting, viewpoint, articulation, and identity. A natural problem arising from the...
151
Voted
RSFDGRC
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. We introduce a hybrid approach to magnetic resonance image segmentation using unsupervised clustering and the rules derived from approximate decision reducts. We utilize ...