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81
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ISCAS
2005
IEEE
142views Hardware» more  ISCAS 2005»
15 years 6 months ago
A class of novel blind source extraction algorithms based on a linear predictor
A rigorous analysis of the performance of a blind source extraction structure based on a linear predictor is provided. It is shown that by minimising the mean square prediction er...
Wei Liu, Danilo P. Mandic, Andrzej Cichocki
111
Voted
ICDM
2003
IEEE
153views Data Mining» more  ICDM 2003»
15 years 6 months ago
Dimensionality Reduction Using Kernel Pooled Local Discriminant Information
We study the use of kernel subspace methods for learning low-dimensional representations for classification. We propose a kernel pooled local discriminant subspace method and com...
Peng Zhang, Jing Peng, Carlotta Domeniconi
123
Voted
FGR
1998
IEEE
165views Biometrics» more  FGR 1998»
15 years 4 months ago
Face Similarity Space as Perceived by Humans and Artificial Systems
The performance of a local feature based system, using Gabor-filters, and a global template matching based system, using a combination of PCA (Principal Component Analysis) and LD...
Peter Kalocsai, Wenyi Zhao, Egor Elagin
ECCV
2006
Springer
15 years 4 months ago
Spatial Segmentation of Temporal Texture Using Mixture Linear Models
In this paper we propose a novel approach for the spatial segmentation of video sequences containing multiple temporal textures. This work is based on the notion that a single tem...
Lee Cooper, Jun Liu, Kun Huang
76
Voted
ERCIMDL
2006
Springer
102views Education» more  ERCIMDL 2006»
15 years 4 months ago
On the Problem of Identifying the Quality of Geographic Metadata
Geographic metadata quality is one of the most important aspects on the performance of Geographic Digital Libraries. After reviewing previous attempts outside the geographic domain...
Rafael Tolosana-Calasanz, José A. Ál...