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» Nonrigid Embeddings for Dimensionality Reduction
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IJCV
2010
90views more  IJCV 2010»
14 years 10 months ago
Nonlinear Dimensionality Reduction by Topologically Constrained Isometric Embedding
Guy Rosman, Michael M. Bronstein, Alexander M. Bro...
99
Voted
ICML
2007
IEEE
16 years 14 days 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»
14 years 11 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
115
Voted
ICCV
2011
IEEE
13 years 11 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