154 search results - page 9 / 31 » Incremental Nonlinear Dimensionality Reduction by Manifold L... |
140
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CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
The estimation of head pose angle from face images is an integral component of face recognition systems, human computer interfaces and other human-centered computing applications....
113
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SAC
2005
ACM
15 years 7 months ago
2005
ACM
Video and image datasets can often be described by a small number of parameters, even though each image usually consists of hundreds or thousands of pixels. This observation is of...
130
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ICCV
2007
IEEE
15 years 8 months ago
2007
IEEE
We introduce a non-linear shape prior for the deformable model framework that we learn from a set of shape samples using recent manifold learning techniques. We model a category o...
101
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ICML
2006
IEEE
16 years 2 months ago
2006
IEEE
The problem of nonlinear dimensionality reduction is considered. We focus on problems where prior information is available, namely, semi-supervised dimensionality reduction. It is...
117
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NIPS
2004
15 years 3 months ago
2004
Many machine learning algorithms for clustering or dimensionality reduction take as input a cloud of points in Euclidean space, and construct a graph with the input data points as...