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NIPS
1997
15 years 2 months ago
Mapping a Manifold of Perceptual Observations
Nonlinear dimensionality reduction is formulated here as the problem of trying to find a Euclidean feature-space embedding of a set of observations that preserves as closely as p...
Joshua B. Tenenbaum
76
Voted
ICASSP
2010
IEEE
15 years 1 months ago
A union of incoherent spaces model for classification
We present a new and computationally efficient scheme for classifying signals into a fixed number of known classes. We model classes as subspaces in which the corresponding data...
Karin Schnass, Pierre Vandergheynst
138
Voted

Publication
313views
15 years 1 months ago
Visual Surveillance: Dynamic Behavior Analysis at Multiple Levels
New cameras are installed daily all around the world. Hence it becomes increasingly important to develop methods for reducing the manual effort that is still required for video ana...
Michael D. Breitenstein
ENTCS
2008
71views more  ENTCS 2008»
15 years 26 days ago
Implementing a Domain-Specific Language Using Stratego/XT: An Experience Paper
We describe the experience of implementing a Domain-Specific Language using transformation to a General Purpose Language. The domain of application is image processing and low-lev...
Leonard G. C. Hamey, Shirley Goldrei
106
Voted
JUCS
2008
113views more  JUCS 2008»
15 years 23 days ago
Using the Optical Flow to Implement a Relative Virtual Mouse Controlled by Head Movements
: The following paper introduces the work conducted to create a relative virtual mouse based on the interpretation of head movements and face gesture through a low cost camera and ...
Tomás Palleja, Edgar Rubión Soler, M...