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» Robust system multiangulation using subspace methods
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IJON
2006
53views more  IJON 2006»
13 years 7 months ago
Sub-intrapersonal space analysis for face recognition
Bayesian subspace analysis has been successfully applied in face recognition. However, it suffers from its operating on a whole face difference and using one global linear subspac...
Xiaoyang Tan, Jun Liu, Songcan Chen
ICASSP
2011
IEEE
12 years 11 months ago
Source-normalised-and-weighted LDA for robust speaker recognition using i-vectors
The recently developed i-vector framework for speaker recognition has set a new performance standard in the research field. An i-vector is a compact representation of a speaker u...
Mitchell McLaren, David A. van Leeuwen
BMCBI
2008
77views more  BMCBI 2008»
13 years 7 months ago
A simple and robust method for connecting small-molecule drugs using gene-expression signatures
Background: Interaction of a drug or chemical with a biological system can result in a geneexpression profile or signature characteristic of the event. Using a suitably robust alg...
Shu-Dong Zhang, Timothy W. Gant
PR
2007
129views more  PR 2007»
13 years 7 months ago
EROS: Ensemble rough subspaces
Ensemble learning is attracting much attention from pattern recognition and machine learning domains for good generalization. Both theoretical and experimental researches show tha...
Qinghua Hu, Daren Yu, Zongxia Xie, Xiaodong Li
NIPS
2007
13 years 9 months ago
Subspace-Based Face Recognition in Analog VLSI
We describe an analog-VLSI neural network for face recognition based on subspace methods. The system uses a dimensionality-reduction network whose coefficients can be either progr...
Gonzalo Carvajal, Waldo Valenzuela, Miguel Figuero...