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» Nonrigid Embeddings for Dimensionality Reduction
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IJCV
2010
90views more  IJCV 2010»
13 years 5 months ago
Nonlinear Dimensionality Reduction by Topologically Constrained Isometric Embedding
Guy Rosman, Michael M. Bronstein, Alexander M. Bro...
ICML
2007
IEEE
14 years 7 months ago
Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps
Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spect...
Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker
CVIU
2007
146views more  CVIU 2007»
13 years 6 months ago
Face detection in gray scale images using locally linear embeddings
The problem of face detection remains challenging because faces are non-rigid objects that have a high degree of variability with respect to head rotation, illumination, facial ex...
Samuel Kadoury, Martin D. Levine
ICCV
2011
IEEE
12 years 7 months ago
Kernel Non-Rigid Structure from Motion
Non-rigid structure from motion (NRSFM) is a difficult, underconstrained problem in computer vision. The standard approach in NRSFM constrains 3D shape deformation using a linear...
Paulo F. U. Gotardo, Aleix M. Martinez