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162
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ECCV
2010
Springer
15 years 7 months ago
2010
Springer
Confronted with the high-dimensional tensor-like visual data, we derive a method for the decomposition of an observed tensor into a low-dimensional structure plus unbounded but spa...
158
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GRC
2008
IEEE
15 years 5 months ago
2008
IEEE
Manifold learning can discover the structure of high dimensional data and provides understanding of multidimensional patterns by preserving the local geometric characteristics. Ho...
122
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
Robustness is one of the most critical issues in the appearance-based learning strategies. In this work, we propose a novel kernel that is robust against data corruption for vario...
101
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IPPS
1998
IEEE
15 years 8 months ago
1998
IEEE
The task of computingbinary prefix sums (BPS, for short) arises, for example, in expression evaluation, data and storage compaction, and routing. This paper describes a scalable V...
181
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CVPR
2008
IEEE
15 years 4 months ago
2008
IEEE
Learning a robust projection with a small number of training samples is still a challenging problem in face recognition, especially when the unseen faces have extreme variation in...