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» Alternating Projections on Manifolds
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NIPS
2007
15 years 1 months ago
Learning the structure of manifolds using random projections
We present a simple variant of the k-d tree which automatically adapts to intrinsic low dimensional structure in data.
Yoav Freund, Sanjoy Dasgupta, Mayank Kabra, Nakul ...
BMVC
1997
15 years 1 months ago
Video Mosaicing using Manifold Projection
Benny Rousso, Shmuel Peleg, Ilan Finci
PRL
2010
76views more  PRL 2010»
14 years 10 months ago
Learning explicit and implicit visual manifolds by information projection
Song Chun Zhu, Kent Shi, Zhangzhang Si
ICCV
2007
IEEE
15 years 6 months ago
Shape Priors using Manifold Learning Techniques
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...
Patrick Etyngier, Florent Ségonne, Renaud K...
ACCV
2009
Springer
15 years 6 months ago
Lorentzian Discriminant Projection and Its Applications
This paper develops a supervised dimensionality reduction method, Lorentzian Discriminant Projection (LDP), for discriminant analysis and classification. Our method represents the...
Risheng Liu, Zhixun Su, Zhouchen Lin, Xiaoyu Hou